From ce4550b55b117ca6ee4c07087d8b7aee369a2e53 Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Fri, 27 Feb 2026 18:38:36 +0100 Subject: [PATCH 01/21] docs: Add chart image to TBN docs page --- .../support-resistance/trendline-breakout-navigator.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/content/indicators/support-resistance/trendline-breakout-navigator.md b/docs/content/indicators/support-resistance/trendline-breakout-navigator.md index 93a1ef51..81748e14 100644 --- a/docs/content/indicators/support-resistance/trendline-breakout-navigator.md +++ b/docs/content/indicators/support-resistance/trendline-breakout-navigator.md @@ -133,3 +133,5 @@ print(stats) pd_df[["Close", "tbn_trend_long", "tbn_value_long", "tbn_composite_trend", "tbn_wick_bull", "tbn_wick_bear", "tbn_hh", "tbn_ll", "tbn_signal"]].tail(10) ``` + +![TRENDLINE_BREAKOUT_NAVIGATOR](/img/indicators/trendline_breakout_navigator.png) From 103cdab0c2d419b86b2a588c94318bbd27ce5c82 Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Fri, 27 Feb 2026 18:55:41 +0100 Subject: [PATCH 02/21] Add TBN analysis notebook with plotly chart (closes #3) --- .../trendline_breakout_navigator.ipynb | 345 ++++++++++++++++++ 1 file changed, 345 insertions(+) create mode 100644 analysis/indicators/trendline_breakout_navigator.ipynb diff --git a/analysis/indicators/trendline_breakout_navigator.ipynb b/analysis/indicators/trendline_breakout_navigator.ipynb new file mode 100644 index 00000000..77d62f8b --- /dev/null +++ b/analysis/indicators/trendline_breakout_navigator.ipynb @@ -0,0 +1,345 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "1356aa5e", + "metadata": {}, + "outputs": [], + "source": [ + "# ══════════════════════════════════════════════════════════════════\n", + "# Trendline Breakout Navigator (TBN) - Showcase\n", + "# ══════════════════════════════════════════════════════════════════\n", + "#\n", + "# Multi-timeframe trendline detection ported from LuxAlgo PineScript.\n", + "# Detects pivot highs/lows at three swing lengths, constructs trendlines\n", + "# on HH/LL trend reversals, and tracks trendline breakouts and wick\n", + "# interactions. Composite trend sums all three timeframes (-3 to +3).\n", + "# ══════════════════════════════════════════════════════════════════\n", + "\n", + "from pathlib import Path\n", + "import pandas as pd\n", + "import numpy as np\n", + "from datetime import datetime, timezone, timedelta\n", + "\n", + "import plotly.graph_objects as go\n", + "from plotly.subplots import make_subplots\n", + "from investing_algorithm_framework import download\n", + "\n", + "from pyindicators import (\n", + " trendline_breakout_navigator,\n", + " trendline_breakout_navigator_signal,\n", + " get_trendline_breakout_navigator_stats,\n", + ")\n", + "\n", + "# ── Data ───────────────────────────────────────────────────────────\n", + "\n", + "end_date = datetime.now(timezone.utc).replace(\n", + " hour=0, minute=0, second=0, microsecond=0\n", + ")\n", + "start_date = end_date - timedelta(days=365)\n", + "ticker = \"BTC/EUR\"\n", + "\n", + "df = download(\n", + " symbol=ticker,\n", + " market=\"BITVAVO\",\n", + " time_frame=\"4h\",\n", + " start_date=start_date,\n", + " end_date=end_date,\n", + " pandas=True,\n", + ")\n", + "df = df.reset_index()\n", + "print(f\"Loaded {len(df)} rows | {df['Datetime'].iloc[0]} -> {df['Datetime'].iloc[-1]}\")\n", + "\n", + "# ── Compute indicator ──────────────────────────────────────────────\n", + "\n", + "df = trendline_breakout_navigator(\n", + " df, swing_long=60, swing_medium=30, swing_short=10\n", + ")\n", + "df = trendline_breakout_navigator_signal(df)\n", + "stats = get_trendline_breakout_navigator_stats(df)\n", + "\n", + "# ── Colours (light theme) ───────────────────────────────────────────\n", + "\n", + "BG_COLOR = \"white\"\n", + "GRID_COLOR = \"lightgray\"\n", + "TEXT_COLOR = \"black\"\n", + "CANDLE_UP = \"#26a69a\"\n", + "CANDLE_DOWN = \"#ef5350\"\n", + "BULL_COLOR = \"rgba(38, 166, 154, {a})\"\n", + "BEAR_COLOR = \"rgba(239, 83, 80, {a})\"\n", + "\n", + "# ── Build figure (3 rows) ───────────────────────────────────────────\n", + "\n", + "fig = make_subplots(\n", + " rows=3, cols=1,\n", + " row_heights=[0.70, 0.15, 0.15],\n", + " shared_xaxes=True,\n", + " vertical_spacing=0.03,\n", + " subplot_titles=[\n", + " f\"{ticker} - Trendline Breakout Navigator\",\n", + " \"Composite Trend\",\n", + " \"Volume\",\n", + " ],\n", + ")\n", + "\n", + "# ── Row 1: Candlestick + Trendlines + Markers ─────────────────────\n", + "\n", + "fig.add_trace(go.Candlestick(\n", + " x=df[\"Datetime\"], open=df[\"Open\"], high=df[\"High\"],\n", + " low=df[\"Low\"], close=df[\"Close\"], name=ticker,\n", + " increasing_line_color=CANDLE_UP, decreasing_line_color=CANDLE_DOWN,\n", + " increasing_fillcolor=CANDLE_UP, decreasing_fillcolor=CANDLE_DOWN,\n", + " showlegend=False,\n", + "), row=1, col=1)\n", + "\n", + "# --- Trendline overlays ---\n", + "\n", + "trend_long = df[\"tbn_trend_long\"].values\n", + "trend_medium = df[\"tbn_trend_medium\"].values\n", + "trend_short = df[\"tbn_trend_short\"].values\n", + "val_long = df[\"tbn_value_long\"].values\n", + "val_medium = df[\"tbn_value_medium\"].values\n", + "val_short = df[\"tbn_value_short\"].values\n", + "composite = df[\"tbn_composite_trend\"].fillna(0).astype(int).values\n", + "\n", + "# Long trendline (bull)\n", + "fig.add_trace(go.Scatter(\n", + " x=df[\"Datetime\"],\n", + " y=np.where(trend_long == 1, val_long, np.nan),\n", + " mode=\"lines\",\n", + " line=dict(color=\"#26a69a\", width=2.5),\n", + " name=\"Long TL (Bull)\",\n", + " connectgaps=False,\n", + "), row=1, col=1)\n", + "\n", + "# Long trendline (bear)\n", + "fig.add_trace(go.Scatter(\n", + " x=df[\"Datetime\"],\n", + " y=np.where(trend_long == -1, val_long, np.nan),\n", + " mode=\"lines\",\n", + " line=dict(color=\"#ef5350\", width=2.5),\n", + " name=\"Long TL (Bear)\",\n", + " connectgaps=False,\n", + "), row=1, col=1)\n", + "\n", + "# Medium trendline (bull)\n", + "fig.add_trace(go.Scatter(\n", + " x=df[\"Datetime\"],\n", + " y=np.where(trend_medium == 1, val_medium, np.nan),\n", + " mode=\"lines\",\n", + " line=dict(color=\"rgba(38,166,154,0.6)\", width=1.8, dash=\"dash\"),\n", + " name=\"Med TL (Bull)\",\n", + " connectgaps=False,\n", + "), row=1, col=1)\n", + "\n", + "# Medium trendline (bear)\n", + "fig.add_trace(go.Scatter(\n", + " x=df[\"Datetime\"],\n", + " y=np.where(trend_medium == -1, val_medium, np.nan),\n", + " mode=\"lines\",\n", + " line=dict(color=\"rgba(239,83,80,0.6)\", width=1.8, dash=\"dash\"),\n", + " name=\"Med TL (Bear)\",\n", + " connectgaps=False,\n", + "), row=1, col=1)\n", + "\n", + "# Short trendline (bull)\n", + "fig.add_trace(go.Scatter(\n", + " x=df[\"Datetime\"],\n", + " y=np.where(trend_short == 1, val_short, np.nan),\n", + " mode=\"lines\",\n", + " line=dict(color=\"rgba(38,166,154,0.35)\", width=1.2, dash=\"dot\"),\n", + " name=\"Short TL (Bull)\",\n", + " connectgaps=False,\n", + "), row=1, col=1)\n", + "\n", + "# Short trendline (bear)\n", + "fig.add_trace(go.Scatter(\n", + " x=df[\"Datetime\"],\n", + " y=np.where(trend_short == -1, val_short, np.nan),\n", + " mode=\"lines\",\n", + " line=dict(color=\"rgba(239,83,80,0.35)\", width=1.2, dash=\"dot\"),\n", + " name=\"Short TL (Bear)\",\n", + " connectgaps=False,\n", + "), row=1, col=1)\n", + "\n", + "# --- Event markers ---\n", + "\n", + "# HH markers\n", + "hh_mask = df[\"tbn_hh\"] == 1\n", + "if hh_mask.any():\n", + " fig.add_trace(go.Scatter(\n", + " x=df.loc[hh_mask, \"Datetime\"],\n", + " y=df.loc[hh_mask, \"Low\"] * 0.995,\n", + " mode=\"markers\", name=\"HH\",\n", + " marker=dict(symbol=\"triangle-up\", size=11,\n", + " color=\"#26a69a\",\n", + " line=dict(width=1, color=\"black\")),\n", + " ), row=1, col=1)\n", + "\n", + "# LL markers\n", + "ll_mask = df[\"tbn_ll\"] == 1\n", + "if ll_mask.any():\n", + " fig.add_trace(go.Scatter(\n", + " x=df.loc[ll_mask, \"Datetime\"],\n", + " y=df.loc[ll_mask, \"High\"] * 1.005,\n", + " mode=\"markers\", name=\"LL\",\n", + " marker=dict(symbol=\"triangle-down\", size=11,\n", + " color=\"#ef5350\",\n", + " line=dict(width=1, color=\"black\")),\n", + " ), row=1, col=1)\n", + "\n", + "# Wick Bull markers\n", + "wb_mask = df[\"tbn_wick_bull\"] == 1\n", + "if wb_mask.any():\n", + " fig.add_trace(go.Scatter(\n", + " x=df.loc[wb_mask, \"Datetime\"],\n", + " y=df.loc[wb_mask, \"Low\"] * 0.993,\n", + " mode=\"markers\", name=\"Wick Bull\",\n", + " marker=dict(symbol=\"diamond\", size=8,\n", + " color=\"#66bb6a\",\n", + " line=dict(width=1, color=\"black\")),\n", + " ), row=1, col=1)\n", + "\n", + "# Wick Bear markers\n", + "wbr_mask = df[\"tbn_wick_bear\"] == 1\n", + "if wbr_mask.any():\n", + " fig.add_trace(go.Scatter(\n", + " x=df.loc[wbr_mask, \"Datetime\"],\n", + " y=df.loc[wbr_mask, \"High\"] * 1.007,\n", + " mode=\"markers\", name=\"Wick Bear\",\n", + " marker=dict(symbol=\"diamond\", size=8,\n", + " color=\"#e57373\",\n", + " line=dict(width=1, color=\"black\")),\n", + " ), row=1, col=1)\n", + "\n", + "# --- Background shading by composite trend ---\n", + "\n", + "prev_sign = 0\n", + "seg_start = 0\n", + "\n", + "for i in range(len(df)):\n", + " cur_sign = 1 if composite[i] > 0 else (-1 if composite[i] < 0 else 0)\n", + "\n", + " if cur_sign != prev_sign or i == len(df) - 1:\n", + " if prev_sign != 0 and i > seg_start:\n", + " end_idx = i if i < len(df) - 1 else i\n", + " fill = BULL_COLOR.format(a=0.06) if prev_sign == 1 \\\n", + " else BEAR_COLOR.format(a=0.06)\n", + " fig.add_vrect(\n", + " x0=df.loc[seg_start, \"Datetime\"],\n", + " x1=df.loc[min(end_idx, len(df) - 1), \"Datetime\"],\n", + " fillcolor=fill, layer=\"below\", line_width=0,\n", + " row=1, col=1,\n", + " )\n", + " seg_start = i\n", + " prev_sign = cur_sign\n", + "\n", + "# ── Row 2: Composite Trend (bar chart) ────────────────────────────\n", + "\n", + "comp_colors = [\n", + " CANDLE_UP if c > 0 else CANDLE_DOWN if c < 0 else \"gray\"\n", + " for c in composite\n", + "]\n", + "\n", + "fig.add_trace(go.Bar(\n", + " x=df[\"Datetime\"], y=composite,\n", + " marker_color=comp_colors, showlegend=False,\n", + " name=\"Composite Trend\", opacity=0.7,\n", + "), row=2, col=1)\n", + "\n", + "fig.add_hline(\n", + " y=0, line_dash=\"solid\", line_color=\"gray\", line_width=0.8,\n", + " row=2, col=1,\n", + ")\n", + "\n", + "# ── Row 3: Volume bars ─────────────────────────────────────────────\n", + "\n", + "vol_colors = [\n", + " CANDLE_UP if c > 0 else CANDLE_DOWN if c < 0 else \"gray\"\n", + " for c in composite\n", + "]\n", + "\n", + "fig.add_trace(go.Bar(\n", + " x=df[\"Datetime\"], y=df[\"Volume\"],\n", + " marker_color=vol_colors, showlegend=False,\n", + " name=\"Volume\", opacity=0.5,\n", + "), row=3, col=1)\n", + "\n", + "# ── Layout ─────────────────────────────────────────────────────────\n", + "\n", + "fig.update_layout(\n", + " height=900,\n", + " showlegend=True,\n", + " legend=dict(orientation=\"h\", yanchor=\"bottom\", y=1.02,\n", + " xanchor=\"right\", x=1, font=dict(size=10)),\n", + " plot_bgcolor=BG_COLOR,\n", + " paper_bgcolor=BG_COLOR,\n", + " font=dict(color=TEXT_COLOR, size=12),\n", + " margin=dict(l=10, r=60, t=50, b=30),\n", + " xaxis_rangeslider_visible=False,\n", + ")\n", + "\n", + "for row in range(1, 4):\n", + " fig.update_xaxes(\n", + " showgrid=True, gridcolor=GRID_COLOR,\n", + " zeroline=False, row=row, col=1,\n", + " )\n", + " fig.update_yaxes(\n", + " showgrid=True, gridcolor=GRID_COLOR,\n", + " zeroline=False, side=\"right\", row=row, col=1,\n", + " )\n", + "\n", + "fig.update_yaxes(title_text=\"Price\", tickformat=\",.0f\", row=1, col=1)\n", + "fig.update_yaxes(\n", + " title_text=\"Composite\", range=[-3.5, 3.5], dtick=1, row=2, col=1,\n", + ")\n", + "fig.update_yaxes(title_text=\"Volume\", row=3, col=1)\n", + "\n", + "# ── Save outputs ───────────────────────────────────────────────────\n", + "\n", + "fig.write_html(\"trendline_breakout_navigator.html\", auto_open=False)\n", + "\n", + "output_path = Path.cwd().parent.parent / \"static\" / \"images\" / \"indicators\"\n", + "output_path.mkdir(parents=True, exist_ok=True)\n", + "fig.write_image(str(output_path / \"trendline_breakout_navigator.png\"), scale=2)\n", + "\n", + "docs_path = Path.cwd().parent.parent / \"docs\" / \"static\" / \"img\" / \"indicators\"\n", + "docs_path.mkdir(parents=True, exist_ok=True)\n", + "fig.write_image(str(docs_path / \"trendline_breakout_navigator.png\"), scale=2)\n", + "\n", + "fig.show()\n", + "\n", + "# ── Print statistics ───────────────────────────────────────────────\n", + "\n", + "print(\"=\" * 55)\n", + "print(f\" Trendline Breakout Navigator - Stats ({ticker})\")\n", + "print(\"=\" * 55)\n", + "print(f\" Bullish Bars (Long): {stats['bullish_bars_long']}\")\n", + "print(f\" Bearish Bars (Long): {stats['bearish_bars_long']}\")\n", + "print(f\" Bullish Bars (Medium): {stats['bullish_bars_medium']}\")\n", + "print(f\" Bearish Bars (Medium): {stats['bearish_bars_medium']}\")\n", + "print(f\" Bullish Bars (Short): {stats['bullish_bars_short']}\")\n", + "print(f\" Bearish Bars (Short): {stats['bearish_bars_short']}\")\n", + "print(\"-\" * 55)\n", + "print(f\" Composite Bullish: {stats['composite_bullish']} ({stats['composite_bullish_pct']:.1f}%)\")\n", + "print(f\" Composite Bearish: {stats['composite_bearish']} ({stats['composite_bearish_pct']:.1f}%)\")\n", + "print(f\" Trend Changes: {stats['trend_changes']}\")\n", + "print(\"-\" * 55)\n", + "print(f\" HH Detections: {stats['hh_count']}\")\n", + "print(f\" LL Detections: {stats['ll_count']}\")\n", + "print(f\" Wick Bull Breaks: {stats['wick_bull_count']}\")\n", + "print(f\" Wick Bear Breaks: {stats['wick_bear_count']}\")\n", + "print(f\" Active Trendline Bars: {stats['active_trendline_bars']}\")\n", + "print(\"=\" * 55)" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 5c6137808cf4b122d9abaf9802c72f4aa2c7378c Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Fri, 27 Feb 2026 18:56:10 +0100 Subject: [PATCH 03/21] Update history + decision log for TBN chart work --- .squad/agents/devmeister3000/history.md | 2 +- .squad/decisions/inbox/devmeister3000-tbn-chart.md | 13 +++++++++++++ 2 files changed, 14 insertions(+), 1 deletion(-) create mode 100644 .squad/decisions/inbox/devmeister3000-tbn-chart.md diff --git a/.squad/agents/devmeister3000/history.md b/.squad/agents/devmeister3000/history.md index a830e0c7..c839ceef 100644 --- a/.squad/agents/devmeister3000/history.md +++ b/.squad/agents/devmeister3000/history.md @@ -19,4 +19,4 @@ - Three indicator modules used ambiguous variable `l` for low arrays — renamed to `low` in opening_gap.py, strong_weak_high_low.py, volume_imbalance.py. Other modules (like the older ones) used different patterns already. - `accumulation_distribution_zones` functions were imported in `pyindicators/__init__.py` but missing from `__all__` — added them. This was likely an oversight when the indicator was registered. - `Optional` was imported but unused in range_intelligence.py (the module uses `Union` instead). - - Pre-existing test failures exist in `test_market_structure` (CHoCH/BOS) — 9 errors unrelated to this work. + - Pre-existing test failures exist in `test_market_structure` (CHoCH/BOS) — 9 errors unrelated to this work.- **2026-02-27 — TBN analysis notebook (Issue #3):** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's chart plan and the VWT notebook pattern. 3-row layout: candlestick + trendlines + markers (row 1, 70%), composite trend bar chart (row 2, 15%), volume bars (row 3, 15%). Outputs HTML, PNG to `static/images/indicators/` and `docs/static/img/indicators/`. `analysis/indicators/` directory is gitignored — used `git add -f` to commit. Stats block prints all 16 keys from `get_trendline_breakout_navigator_stats()`. \ No newline at end of file diff --git a/.squad/decisions/inbox/devmeister3000-tbn-chart.md b/.squad/decisions/inbox/devmeister3000-tbn-chart.md new file mode 100644 index 00000000..6bef0ea5 --- /dev/null +++ b/.squad/decisions/inbox/devmeister3000-tbn-chart.md @@ -0,0 +1,13 @@ +# Decision: TBN Chart Notebook Implementation + +**Date:** 2026-02-27 +**By:** DevMeister3000 (Core Dev) +**Issue:** #3 + +## Decisions + +1. **PNG to two locations:** The chart PNG is written to both `static/images/indicators/` (project assets) and `docs/static/img/indicators/` (Docusaurus), matching what the chart spec requested. Doc Vader can reference the docs copy directly. + +2. **Force-add through gitignore:** `analysis/indicators/` is covered by `.gitignore`. Used `git add -f` to commit the notebook, consistent with how other analysis notebooks in that directory are tracked (e.g., `volume_weighted_trend.ipynb`). + +3. **Composite trend Y-axis range:** Hardcoded `[-3.5, 3.5]` with `dtick=1` per Carlos's spec, since all three timeframes are enabled by default giving a composite range of -3 to +3. From 4710deed7ecea1ca485246c97016ed19abc52897 Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Fri, 27 Feb 2026 19:00:08 +0100 Subject: [PATCH 04/21] scribe: log issue #3 TBN chart session --- .squad/agents/carlos/history.md | 1 + .squad/agents/doc-vader/history.md | 2 + .squad/decisions.md | 37 +++++++++++++++++++ .../inbox/carlos-prd-decomposition.md | 28 -------------- .../inbox/copilot-add-coding-agent.md | 4 -- .../inbox/devmeister3000-flake8-fixes.md | 22 ----------- .../inbox/devmeister3000-tbn-chart.md | 13 ------- .squad/log/.gitkeep | 0 .../2026-02-27T21-00-00Z-issue-3-tbn-chart.md | 19 ++++++++++ .squad/orchestration-log/.gitkeep | 0 ...6-02-27T21-00-00Z-carlos-tbn-chart-plan.md | 11 ++++++ ...7T21-00-00Z-devmeister3000-tbn-notebook.md | 11 ++++++ ...2026-02-27T21-00-00Z-doc-vader-tbn-docs.md | 10 +++++ 13 files changed, 91 insertions(+), 67 deletions(-) delete mode 100644 .squad/decisions/inbox/carlos-prd-decomposition.md delete mode 100644 .squad/decisions/inbox/copilot-add-coding-agent.md delete mode 100644 .squad/decisions/inbox/devmeister3000-flake8-fixes.md delete mode 100644 .squad/decisions/inbox/devmeister3000-tbn-chart.md create mode 100644 .squad/log/.gitkeep create mode 100644 .squad/log/2026-02-27T21-00-00Z-issue-3-tbn-chart.md create mode 100644 .squad/orchestration-log/.gitkeep create mode 100644 .squad/orchestration-log/2026-02-27T21-00-00Z-carlos-tbn-chart-plan.md create mode 100644 .squad/orchestration-log/2026-02-27T21-00-00Z-devmeister3000-tbn-notebook.md create mode 100644 .squad/orchestration-log/2026-02-27T21-00-00Z-doc-vader-tbn-docs.md diff --git a/.squad/agents/carlos/history.md b/.squad/agents/carlos/history.md index a2bdc5cc..10aa232b 100644 --- a/.squad/agents/carlos/history.md +++ b/.squad/agents/carlos/history.md @@ -11,3 +11,4 @@ - Team formed 2026-02-27. Roster: Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). - 2026-02-27: Decomposed PRD into 70 work items across 5 phases. Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. Phase 1 (test coverage) has 14 items — 8 at P0 targeting the liquidity/price-action cluster and classic indicators (ATR, CCI, ROC). Phase 2 (docs) has 11 items covering 7 missing doc pages + sidebar + utils + README updates. Phase 5 (new indicators) has 11 items, with VWAP, Ichimoku, and Pivot Points as highest priority new features. Priority ordering: tests first to establish quality baseline, then docs, then README polish, then notebooks and new features. +- 2026-02-27: Issue #3 — Produced detailed chart plan for Trendline Breakout Navigator. TBN is a multi-timeframe indicator with 3 trendline timeframes, composite score, HH/LL events, and wick breaks. Chart plan uses 3-row layout (price+trendlines, composite trend, volume). Key insight: need ~365 days of 4h data to get enough long-timeframe pivots. Trendline values (`tbn_value_*`) are the projected prices — these should be drawn as lines on the price chart, colored by the corresponding `tbn_trend_*` direction. Decision written to `.squad/decisions/inbox/carlos-tbn-chart-plan.md`. diff --git a/.squad/agents/doc-vader/history.md b/.squad/agents/doc-vader/history.md index 9218ad0b..3d2d3e9a 100644 --- a/.squad/agents/doc-vader/history.md +++ b/.squad/agents/doc-vader/history.md @@ -14,3 +14,5 @@ - Documentation site is at `docs/` with standard Docusaurus structure. - Indicator docs live in `docs/content/indicators/`. - Analysis notebooks in `analysis/indicators/` serve as visual examples. +- Chart images in docs use UPPER_SNAKE_CASE alt text and path `/img/indicators/.png`, placed immediately after the Example code block's closing fence. +- Added TBN chart image reference to `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` (Issue #3). diff --git a/.squad/decisions.md b/.squad/decisions.md index 4e978dfa..3d250475 100644 --- a/.squad/decisions.md +++ b/.squad/decisions.md @@ -8,3 +8,40 @@ **By:** Squad (Coordinator) **What:** Initial team cast for PyIndicators project — Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). **Why:** User confirmed roster. + +--- + +### 2026-02-27: PRD Decomposition Approach +**By:** Carlos (Lead) +**What:** Decomposed the PRD (v0.19.0) into 70 specific, actionable work items across 5 phases and wrote them to `.squad/work-items.md`. +**Why:** Ensures the team has a clear, granular backlog with no ambiguity about what needs doing, who does it, and in what order. Priority ordering: tests (P0) → docs (P1) → README (P0/P1/P2) → notebooks (P3) → new features (P2/P3). Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. + +--- + +### 2026-02-27: Added @copilot as Coding Agent +**By:** Marc (via Squad Coordinator) +**What:** Added GitHub Copilot coding agent (@copilot) to the team roster with auto-assign enabled. Capability profile added to team.md with 🟢/🟡/🔴 fit ratings. Instructions installed at `.github/copilot-instructions.md`. Routing updated so Carlos triages issues against the capability profile before assigning `squad:copilot` labels. +**Why:** User requested autonomous issue pickup for suitable tasks. Enables @copilot to pick up 🟢-rated issues without human intervention. + +--- + +### 2026-02-27: Flake8 Cleanup — Variable Naming & Export Conventions +**By:** DevMeister3000 (Core Dev) +**What:** Fixed 14 flake8 warnings (F841, F401, E741, E127) across 8 files. Renamed ambiguous `l` → `low`, added missing `__all__` entries for `accumulation_distribution_zones`, removed unused intermediate variables. +**Why:** Zero flake8 warnings for selected rules. Established conventions: use `high`/`low` for array variables; always add new functions to both `__all__` lists during registration. + +--- + +### 2026-02-27: TBN Chart Plan — Architecture Decision +**By:** Carlos (Lead) +**Issue:** #3 — Improve Trendline Breakout Navigator +**What:** Defined chart layout (3-row: price+trendlines 70%, composite trend 15%, volume 15%), 12 traces, data requirements (BTC/EUR 4h ~365d), and output paths for TBN analysis notebook and docs chart. +**Why:** TBN docs page had no chart image. Plan gives DevMeister3000 an unambiguous implementation spec. Key decisions: trendline values plotted on price chart color-coded by direction, HH/LL/wick markers overlaid, composite trend background shading green/red. + +--- + +### 2026-02-27: TBN Chart Notebook Implementation +**By:** DevMeister3000 (Core Dev) +**Issue:** #3 +**What:** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's spec. PNG output to both `static/images/indicators/` and `docs/static/img/indicators/`. Used `git add -f` for gitignored analysis directory. Composite trend Y-axis hardcoded `[-3.5, 3.5]`. +**Why:** Implements the chart plan. Dual PNG output lets Doc Vader reference the docs copy directly without extra steps. diff --git a/.squad/decisions/inbox/carlos-prd-decomposition.md b/.squad/decisions/inbox/carlos-prd-decomposition.md deleted file mode 100644 index 824bed8b..00000000 --- a/.squad/decisions/inbox/carlos-prd-decomposition.md +++ /dev/null @@ -1,28 +0,0 @@ -# Decision: PRD Decomposition Approach - -**Date:** 2026-02-27 -**By:** Carlos (Lead) -**Status:** Proposed - -## What - -Decomposed the PRD (v0.19.0) into 70 specific, actionable work items across 5 phases and wrote them to `.squad/work-items.md`. - -## Approach - -- Grouped items strictly by PRD phase (1–5). -- Cross-referenced the PRD gap analysis matrix to enumerate every single missing artifact (test, doc page, README entry, notebook) rather than using vague batch items. -- Assigned ownership by role: ChaosAgent owns all tests (Phase 1), Doc Vader owns all docs/README/notebooks (Phases 2–4), DevMeister3000 owns new indicator implementations (Phase 5). -- Priority ordering follows a quality-first strategy: **tests (P0) → docs (P1) → README (P0/P1/P2) → notebooks (P3) → new features (P2/P3)**. - -## Priority Rationale - -1. **P0 = test gaps for shipped indicators.** Users already depend on these; untested code is a liability. The 8 high-priority items target complex price-action indicators (liquidity sweeps, pools, levels/voids, buyside/sellside) and missing classic indicator tests (ATR, CCI, ROC). -2. **P0 = metadata fix.** The "no external dependencies" claim is factually wrong and should be fixed immediately. -3. **P1 = documentation + remaining tests.** Docs are the second biggest gap; 7 missing pages is manageable. Remaining tests (pulse mean accelerator, equal highs/lows, volume weighted trend) are medium priority since these indicators see less usage. -4. **P2 = README polish + top new indicators.** README updates depend on doc completion. New indicators (VWAP, Ichimoku, Pivot Points, Keltner, Donchian) chosen based on common user requests. -5. **P3 = notebooks + remaining new indicators.** Nice-to-have; 29 notebooks and 6 backlog indicators. - -## Why - -Ensures the team has a clear, granular backlog with no ambiguity about what needs doing, who does it, and in what order. Prevents "boil the ocean" paralysis by giving ChaosAgent an immediate P0 queue to start on. diff --git a/.squad/decisions/inbox/copilot-add-coding-agent.md b/.squad/decisions/inbox/copilot-add-coding-agent.md deleted file mode 100644 index 60f11f77..00000000 --- a/.squad/decisions/inbox/copilot-add-coding-agent.md +++ /dev/null @@ -1,4 +0,0 @@ -### 2026-02-27: Added @copilot as Coding Agent -**By:** Marc (via Squad Coordinator) -**What:** Added GitHub Copilot coding agent (@copilot) to the team roster with auto-assign enabled. Capability profile added to team.md with 🟢/🟡/🔴 fit ratings. Instructions installed at `.github/copilot-instructions.md`. Routing updated so Carlos triages issues against the capability profile before assigning `squad:copilot` labels. -**Why:** User requested autonomous issue pickup for suitable tasks. Enables @copilot to pick up 🟢-rated issues (tests, single-file implementations, docs, README updates) without human intervention. diff --git a/.squad/decisions/inbox/devmeister3000-flake8-fixes.md b/.squad/decisions/inbox/devmeister3000-flake8-fixes.md deleted file mode 100644 index a2367e36..00000000 --- a/.squad/decisions/inbox/devmeister3000-flake8-fixes.md +++ /dev/null @@ -1,22 +0,0 @@ -# Decision: Flake8 Cleanup — Variable Naming & Export Conventions - -**Date:** 2026-02-27 -**Author:** DevMeister3000 -**Status:** Applied - -## Context - -Fixed 14 flake8 warnings (F841, F401, E741, E127) across 8 files in the pyindicators package. - -## Decisions Made - -1. **Ambiguous variable `l` renamed to `low`** in opening_gap.py, strong_weak_high_low.py, and volume_imbalance.py. The `h` (high) variable was kept as-is since flake8 doesn't flag it — but for consistency, future indicators should use `high`/`low` instead of `h`/`l` for array variables. - -2. **Missing `__all__` entries for accumulation_distribution_zones** were added to `pyindicators/__init__.py`. This was an oversight — the functions were imported but never added to the public API's `__all__` list. Going forward, the registration checklist (see charter) should explicitly include "add to both `__all__` lists". - -3. **Unused intermediate variables removed** — `y1_plus_slope`/`y2_plus_slope` in trendline_breakout_navigator.py, `ob_inner`/`os_inner` in momentum_cycle_sentry.py, and `atr_vals` in z_score_predictive_zones.py were all computed but never referenced. Removed rather than suppressed with `# noqa`. - -## Impact - -- Zero flake8 warnings for selected rules (E741, F841, F401, E127) -- All 731 tests pass or have pre-existing failures (9 CHoCH/BOS tests in test_market_structure — unrelated) diff --git a/.squad/decisions/inbox/devmeister3000-tbn-chart.md b/.squad/decisions/inbox/devmeister3000-tbn-chart.md deleted file mode 100644 index 6bef0ea5..00000000 --- a/.squad/decisions/inbox/devmeister3000-tbn-chart.md +++ /dev/null @@ -1,13 +0,0 @@ -# Decision: TBN Chart Notebook Implementation - -**Date:** 2026-02-27 -**By:** DevMeister3000 (Core Dev) -**Issue:** #3 - -## Decisions - -1. **PNG to two locations:** The chart PNG is written to both `static/images/indicators/` (project assets) and `docs/static/img/indicators/` (Docusaurus), matching what the chart spec requested. Doc Vader can reference the docs copy directly. - -2. **Force-add through gitignore:** `analysis/indicators/` is covered by `.gitignore`. Used `git add -f` to commit the notebook, consistent with how other analysis notebooks in that directory are tracked (e.g., `volume_weighted_trend.ipynb`). - -3. **Composite trend Y-axis range:** Hardcoded `[-3.5, 3.5]` with `dtick=1` per Carlos's spec, since all three timeframes are enabled by default giving a composite range of -3 to +3. diff --git a/.squad/log/.gitkeep b/.squad/log/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/log/2026-02-27T21-00-00Z-issue-3-tbn-chart.md b/.squad/log/2026-02-27T21-00-00Z-issue-3-tbn-chart.md new file mode 100644 index 00000000..9ca8a2ab --- /dev/null +++ b/.squad/log/2026-02-27T21-00-00Z-issue-3-tbn-chart.md @@ -0,0 +1,19 @@ +# Session Log — Issue #3 TBN Chart + +- **Timestamp:** 2026-02-27T21:00:00Z +- **Topic:** issue-3-tbn-chart +- **Issue:** #3 — Improve Trendline Breakout Navigator +- **Agents:** Carlos (Lead), DevMeister3000 (Core Dev), Doc Vader (DevRel) +- **Branch:** squad/3-improve-tbn-chart + +## Summary + +Carlos analyzed issue #3 and produced a detailed chart plan (3-row plotly layout, 12 traces, BTC/EUR 4h data). DevMeister3000 implemented the TBN analysis notebook following the spec. Doc Vader updated the docs page with the chart image reference. All three agents updated their history.md files and produced decision inbox entries. + +## Artifacts + +- `analysis/indicators/trendline_breakout_navigator.ipynb` (new) +- `analysis/indicators/trendline_breakout_navigator.html` (output) +- `static/images/indicators/trendline_breakout_navigator.png` (output) +- `docs/static/img/indicators/trendline_breakout_navigator.png` (copy) +- `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` (modified) diff --git a/.squad/orchestration-log/.gitkeep b/.squad/orchestration-log/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/orchestration-log/2026-02-27T21-00-00Z-carlos-tbn-chart-plan.md b/.squad/orchestration-log/2026-02-27T21-00-00Z-carlos-tbn-chart-plan.md new file mode 100644 index 00000000..df0c9105 --- /dev/null +++ b/.squad/orchestration-log/2026-02-27T21-00-00Z-carlos-tbn-chart-plan.md @@ -0,0 +1,11 @@ +# Orchestration Log — Carlos + +- **Timestamp:** 2026-02-27T21:00:00Z +- **Agent:** Carlos (Lead) +- **Model:** claude-sonnet-4.5 +- **Mode:** sync +- **Issue:** #3 — Improve Trendline Breakout Navigator +- **Task:** Analyze issue #3, produce detailed chart plan for TBN analysis notebook. +- **Files read:** `pyindicators/indicators/trendline_breakout_navigator.py`, VWT analysis notebook, `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` +- **Files produced:** `.squad/decisions/inbox/carlos-tbn-chart-plan.md`, `.squad/agents/carlos/history.md` (updated) +- **Outcome:** Delivered 3-row plotly layout spec (price+trendlines 70%, composite trend 15%, volume 15%) with 12 traces, data requirements (BTC/EUR 4h ~365d), output paths, and docs image reference. Spec handed off to DevMeister3000 for implementation. diff --git a/.squad/orchestration-log/2026-02-27T21-00-00Z-devmeister3000-tbn-notebook.md b/.squad/orchestration-log/2026-02-27T21-00-00Z-devmeister3000-tbn-notebook.md new file mode 100644 index 00000000..59c4f598 --- /dev/null +++ b/.squad/orchestration-log/2026-02-27T21-00-00Z-devmeister3000-tbn-notebook.md @@ -0,0 +1,11 @@ +# Orchestration Log — DevMeister3000 + +- **Timestamp:** 2026-02-27T21:00:00Z +- **Agent:** DevMeister3000 (Core Dev) +- **Model:** claude-sonnet-4.5 +- **Mode:** background +- **Issue:** #3 — Improve Trendline Breakout Navigator +- **Task:** Implement TBN analysis notebook following Carlos's chart plan. +- **Branch:** squad/3-improve-tbn-chart +- **Files produced:** `analysis/indicators/trendline_breakout_navigator.ipynb`, `.squad/decisions/inbox/devmeister3000-tbn-chart.md`, `.squad/agents/devmeister3000/history.md` (updated) +- **Outcome:** Created notebook with 3-row plotly layout (candlestick+trendlines+markers, composite trend bar chart, volume). Outputs HTML, PNG to `static/images/indicators/` and `docs/static/img/indicators/`. Used `git add -f` for gitignored analysis directory. Stats block prints all 16 TBN stats keys. diff --git a/.squad/orchestration-log/2026-02-27T21-00-00Z-doc-vader-tbn-docs.md b/.squad/orchestration-log/2026-02-27T21-00-00Z-doc-vader-tbn-docs.md new file mode 100644 index 00000000..81a88df0 --- /dev/null +++ b/.squad/orchestration-log/2026-02-27T21-00-00Z-doc-vader-tbn-docs.md @@ -0,0 +1,10 @@ +# Orchestration Log — Doc Vader + +- **Timestamp:** 2026-02-27T21:00:00Z +- **Agent:** Doc Vader (DevRel) +- **Model:** claude-sonnet-4.5 +- **Mode:** background +- **Issue:** #3 — Improve Trendline Breakout Navigator +- **Task:** Update TBN docs page with chart image reference. +- **Files modified:** `docs/content/indicators/support-resistance/trendline-breakout-navigator.md`, `.squad/agents/doc-vader/history.md` (updated) +- **Outcome:** Added `![TRENDLINE_BREAKOUT_NAVIGATOR](/img/indicators/trendline_breakout_navigator.png)` to the TBN docs page after the example code block, matching the established chart image convention (UPPER_SNAKE_CASE alt text, `/img/indicators/` path). From 4f4ce811109373eb4fd3bd4561a2dbd4872213e3 Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Fri, 27 Feb 2026 20:37:36 +0100 Subject: [PATCH 05/21] Use local 1d CSV data instead of live download for TBN notebook --- .../trendline_breakout_navigator.ipynb | 20 ++++--------------- 1 file changed, 4 insertions(+), 16 deletions(-) diff --git a/analysis/indicators/trendline_breakout_navigator.ipynb b/analysis/indicators/trendline_breakout_navigator.ipynb index 77d62f8b..44b8c36d 100644 --- a/analysis/indicators/trendline_breakout_navigator.ipynb +++ b/analysis/indicators/trendline_breakout_navigator.ipynb @@ -20,11 +20,9 @@ "from pathlib import Path\n", "import pandas as pd\n", "import numpy as np\n", - "from datetime import datetime, timezone, timedelta\n", "\n", "import plotly.graph_objects as go\n", "from plotly.subplots import make_subplots\n", - "from investing_algorithm_framework import download\n", "\n", "from pyindicators import (\n", " trendline_breakout_navigator,\n", @@ -34,21 +32,11 @@ "\n", "# ── Data ───────────────────────────────────────────────────────────\n", "\n", - "end_date = datetime.now(timezone.utc).replace(\n", - " hour=0, minute=0, second=0, microsecond=0\n", + "ticker = \"BTC/EUR (1d)\"\n", + "df = pd.read_csv(\n", + " \"../../resources/data/OHLCV_BTC-EUR_BITVAVO_1d_2022-02-18-00-00_2026-02-17-00-00.csv\",\n", + " parse_dates=[\"Datetime\"],\n", ")\n", - "start_date = end_date - timedelta(days=365)\n", - "ticker = \"BTC/EUR\"\n", - "\n", - "df = download(\n", - " symbol=ticker,\n", - " market=\"BITVAVO\",\n", - " time_frame=\"4h\",\n", - " start_date=start_date,\n", - " end_date=end_date,\n", - " pandas=True,\n", - ")\n", - "df = df.reset_index()\n", "print(f\"Loaded {len(df)} rows | {df['Datetime'].iloc[0]} -> {df['Datetime'].iloc[-1]}\")\n", "\n", "# ── Compute indicator ──────────────────────────────────────────────\n", From 84be3af5f8e0146b173e5a6e106d9a63c9677d92 Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Fri, 27 Feb 2026 21:14:48 +0100 Subject: [PATCH 06/21] Generate TBN chart images for docs page (closes #3) --- .../trendline_breakout_navigator.html | 3888 +++++++++++++++++ .../trendline_breakout_navigator.png | Bin 0 -> 220451 bytes 2 files changed, 3888 insertions(+) create mode 100644 analysis/indicators/trendline_breakout_navigator.html create mode 100644 static/images/indicators/trendline_breakout_navigator.png diff --git a/analysis/indicators/trendline_breakout_navigator.html b/analysis/indicators/trendline_breakout_navigator.html new file mode 100644 index 00000000..9c8a5bbb --- /dev/null +++ b/analysis/indicators/trendline_breakout_navigator.html @@ -0,0 +1,3888 @@ + + + +
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On%j|5Z?$gya$1-+S`o047vY3K|*8bzAe<=&#DSQHgB@LOXlK<1ffBpBeHA)l&0QJT{B(jC8 z*i1yZa_(<)7?G~jGWzdR8kZpZstPoCvf@$yEftGhE{lZ!u_OJD36IriajjLv)qEBg z`1tw1DbYVl0NZ=WzwJH?;zq=Tyu9#|LiQiimzRVQw?O_^CtBoj70Z80?*GGS!T Date: Sat, 28 Feb 2026 11:54:07 +0100 Subject: [PATCH 07/21] Improve TBN chart: dark theme, better colors, regenerated outputs (closes #3) - Dark theme (#131722) matching TradingView aesthetics - Brighter trendline colors, white-outlined markers - Increased dimensions to 1000x1400px - Regenerated PNG and HTML outputs - Verified docs page accuracy (no changes needed) - Squad logs and decisions updated --- .squad/agents/devmeister3000/history.md | 3 +- .squad/agents/doc-vader/history.md | 2 +- .squad/decisions.md | 8 + ...-28T12-00-00Z-issue-3-tbn-chart-improve.md | 19 ++ ...00-00Z-devmeister3000-tbn-chart-improve.md | 21 +++ ...-28T12-00-00Z-doc-vader-tbn-docs-verify.md | 18 ++ .../trendline_breakout_navigator.html | 2 +- .../trendline_breakout_navigator.ipynb | 165 +++++++++++------- .../trendline_breakout_navigator.png | Bin 220451 -> 227966 bytes 9 files changed, 174 insertions(+), 64 deletions(-) create mode 100644 .squad/log/2026-02-28T12-00-00Z-issue-3-tbn-chart-improve.md create mode 100644 .squad/orchestration-log/2026-02-28T12-00-00Z-devmeister3000-tbn-chart-improve.md create mode 100644 .squad/orchestration-log/2026-02-28T12-00-00Z-doc-vader-tbn-docs-verify.md diff --git a/.squad/agents/devmeister3000/history.md b/.squad/agents/devmeister3000/history.md index c839ceef..51cc53f9 100644 --- a/.squad/agents/devmeister3000/history.md +++ b/.squad/agents/devmeister3000/history.md @@ -19,4 +19,5 @@ - Three indicator modules used ambiguous variable `l` for low arrays — renamed to `low` in opening_gap.py, strong_weak_high_low.py, volume_imbalance.py. Other modules (like the older ones) used different patterns already. - `accumulation_distribution_zones` functions were imported in `pyindicators/__init__.py` but missing from `__all__` — added them. This was likely an oversight when the indicator was registered. - `Optional` was imported but unused in range_intelligence.py (the module uses `Union` instead). - - Pre-existing test failures exist in `test_market_structure` (CHoCH/BOS) — 9 errors unrelated to this work.- **2026-02-27 — TBN analysis notebook (Issue #3):** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's chart plan and the VWT notebook pattern. 3-row layout: candlestick + trendlines + markers (row 1, 70%), composite trend bar chart (row 2, 15%), volume bars (row 3, 15%). Outputs HTML, PNG to `static/images/indicators/` and `docs/static/img/indicators/`. `analysis/indicators/` directory is gitignored — used `git add -f` to commit. Stats block prints all 16 keys from `get_trendline_breakout_navigator_stats()`. \ No newline at end of file + - Pre-existing test failures exist in `test_market_structure` (CHoCH/BOS) — 9 errors unrelated to this work.- **2026-02-27 — TBN analysis notebook (Issue #3):** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's chart plan and the VWT notebook pattern. 3-row layout: candlestick + trendlines + markers (row 1, 70%), composite trend bar chart (row 2, 15%), volume bars (row 3, 15%). Outputs HTML, PNG to `static/images/indicators/` and `docs/static/img/indicators/`. `analysis/indicators/` directory is gitignored — used `git add -f` to commit. Stats block prints all 16 keys from `get_trendline_breakout_navigator_stats()`. +- **2026-02-28 — TBN dark theme chart overhaul (Issue #3):** Rewrote chart styling from light to dark theme (#131722 background, matching TradingView aesthetic). Key changes: (1) bright green `#00e676` / red `#ff5252` trendlines for contrast against dark background; (2) white-outlined markers (HH triangles, LL triangles, wick diamonds) for visibility; (3) increased chart height to 1000px + width 1400px; (4) Consolas monospace font; (5) subtle grid lines `rgba(255,255,255,0.06)` and muted neutral bars `#363a45` for zero-trend periods; (6) composite trend + volume bars at higher opacity for dark readability. Outputs regenerated to all three paths (HTML + 2× PNG). \ No newline at end of file diff --git a/.squad/agents/doc-vader/history.md b/.squad/agents/doc-vader/history.md index 3d2d3e9a..f3614992 100644 --- a/.squad/agents/doc-vader/history.md +++ b/.squad/agents/doc-vader/history.md @@ -15,4 +15,4 @@ - Indicator docs live in `docs/content/indicators/`. - Analysis notebooks in `analysis/indicators/` serve as visual examples. - Chart images in docs use UPPER_SNAKE_CASE alt text and path `/img/indicators/.png`, placed immediately after the Example code block's closing fence. -- Added TBN chart image reference to `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` (Issue #3). +- Added TBN chart image reference to `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` (Issue #3).- Verified TBN docs page after chart improvement (Issue #3, 2026-02-28): image ref `![TRENDLINE_BREAKOUT_NAVIGATOR](/img/indicators/trendline_breakout_navigator.png)` correct, PNG exists at both `docs/static/img/indicators/` and `static/images/indicators/` (227 966 bytes), function signatures/params/return columns/signal logic/stats keys all match source. No changes needed. \ No newline at end of file diff --git a/.squad/decisions.md b/.squad/decisions.md index 3d250475..34e5cd20 100644 --- a/.squad/decisions.md +++ b/.squad/decisions.md @@ -45,3 +45,11 @@ **Issue:** #3 **What:** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's spec. PNG output to both `static/images/indicators/` and `docs/static/img/indicators/`. Used `git add -f` for gitignored analysis directory. Composite trend Y-axis hardcoded `[-3.5, 3.5]`. **Why:** Implements the chart plan. Dual PNG output lets Doc Vader reference the docs copy directly without extra steps. + +--- + +### 2026-02-28T12:00:00Z: TBN Chart Dark Theme Overhaul +**By:** DevMeister3000 (Core Dev) +**Issue:** #3 +**What:** Switched TBN analysis notebook chart from light theme to professional dark theme (#131722 background). Updated all colors, opacities, markers, grid lines, and fonts for dark-background readability. Chart dimensions increased to 1000×1400px. +**Why:** Existing light-themed chart was flagged as wrong/ugly. Dark themes are standard in financial charting tools and provide better contrast for overlaid trendlines and markers. Establishes precedent: future indicator analysis notebooks should use this dark theme palette for visual consistency. diff --git a/.squad/log/2026-02-28T12-00-00Z-issue-3-tbn-chart-improve.md b/.squad/log/2026-02-28T12-00-00Z-issue-3-tbn-chart-improve.md new file mode 100644 index 00000000..f158ff59 --- /dev/null +++ b/.squad/log/2026-02-28T12-00-00Z-issue-3-tbn-chart-improve.md @@ -0,0 +1,19 @@ +# Session Log — Issue #3: TBN Chart Improvement + +- **Timestamp:** 2026-02-28T12:00:00Z +- **Issue:** #3 — Improve Trendline Breakout Navigator chart + +## Agents + +| Agent | Task | Status | +|-------|------|--------| +| DevMeister3000 | Dark theme, brighter colors, larger dimensions, regenerate outputs | ✅ Done | +| Doc Vader | Verify docs page accuracy | ✅ Done (no changes) | + +## Outcome + +TBN chart updated to professional dark theme (#131722), brighter trendline colors, white-outlined markers, 1000×1400px. PNG and HTML regenerated. Docs page verified accurate — no edits required. + +## Decision + +Dark theme palette established as precedent for future indicator analysis notebooks (see `decisions.md`). diff --git a/.squad/orchestration-log/2026-02-28T12-00-00Z-devmeister3000-tbn-chart-improve.md b/.squad/orchestration-log/2026-02-28T12-00-00Z-devmeister3000-tbn-chart-improve.md new file mode 100644 index 00000000..2aa9cb17 --- /dev/null +++ b/.squad/orchestration-log/2026-02-28T12-00-00Z-devmeister3000-tbn-chart-improve.md @@ -0,0 +1,21 @@ +# Orchestration Log — DevMeister3000 + +- **Timestamp:** 2026-02-28T12:00:00Z +- **Agent:** DevMeister3000 (Core Dev) +- **Issue:** #3 — Improve Trendline Breakout Navigator chart +- **Task:** Improve TBN chart visuals + +## Summary + +Switched TBN analysis notebook chart to dark theme (#131722 background), updated trendline colors to brighter palette, added white-outlined markers, increased chart dimensions to 1000×1400px. Regenerated PNG and HTML outputs. + +## Files Changed + +- `analysis/indicators/trendline_breakout_navigator.ipynb` — updated chart styling +- `analysis/indicators/trendline_breakout_navigator.html` — regenerated HTML export +- `static/images/indicators/trendline_breakout_navigator.png` — regenerated PNG +- `docs/static/img/indicators/trendline_breakout_navigator.png` — regenerated PNG (docs copy) + +## Status + +✅ Complete diff --git a/.squad/orchestration-log/2026-02-28T12-00-00Z-doc-vader-tbn-docs-verify.md b/.squad/orchestration-log/2026-02-28T12-00-00Z-doc-vader-tbn-docs-verify.md new file mode 100644 index 00000000..ffe67731 --- /dev/null +++ b/.squad/orchestration-log/2026-02-28T12-00-00Z-doc-vader-tbn-docs-verify.md @@ -0,0 +1,18 @@ +# Orchestration Log — Doc Vader + +- **Timestamp:** 2026-02-28T12:00:00Z +- **Agent:** Doc Vader (DevRel) +- **Issue:** #3 — Improve Trendline Breakout Navigator chart +- **Task:** Verify TBN docs page accuracy + +## Summary + +Verified `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` — chart image reference path is correct, all function signatures and parameters match current code, column descriptions are accurate. No changes needed. + +## Files Verified + +- `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` — correct, no edits required + +## Status + +✅ Complete — no changes needed diff --git a/analysis/indicators/trendline_breakout_navigator.html b/analysis/indicators/trendline_breakout_navigator.html index 9c8a5bbb..d7008833 100644 --- a/analysis/indicators/trendline_breakout_navigator.html +++ b/analysis/indicators/trendline_breakout_navigator.html @@ -3883,6 +3883,6 @@ window.Plotly = Plotly; return Plotly; -}));

+}));
\ No newline at end of file diff --git a/analysis/indicators/trendline_breakout_navigator.ipynb b/analysis/indicators/trendline_breakout_navigator.ipynb index 44b8c36d..49c6ad27 100644 --- a/analysis/indicators/trendline_breakout_navigator.ipynb +++ b/analysis/indicators/trendline_breakout_navigator.ipynb @@ -47,15 +47,34 @@ "df = trendline_breakout_navigator_signal(df)\n", "stats = get_trendline_breakout_navigator_stats(df)\n", "\n", - "# ── Colours (light theme) ───────────────────────────────────────────\n", + "# ── Colours (dark theme — professional charting look) ──────────────\n", + "\n", + "BG_COLOR = \"#131722\"\n", + "PAPER_COLOR = \"#131722\"\n", + "GRID_COLOR = \"rgba(255,255,255,0.06)\"\n", + "TEXT_COLOR = \"#d1d4dc\"\n", + "TITLE_COLOR = \"#e0e3eb\"\n", "\n", - "BG_COLOR = \"white\"\n", - "GRID_COLOR = \"lightgray\"\n", - "TEXT_COLOR = \"black\"\n", "CANDLE_UP = \"#26a69a\"\n", "CANDLE_DOWN = \"#ef5350\"\n", - "BULL_COLOR = \"rgba(38, 166, 154, {a})\"\n", - "BEAR_COLOR = \"rgba(239, 83, 80, {a})\"\n", + "\n", + "# Trendline colours — bright and vivid for dark background\n", + "TL_BULL_LONG = \"#00e676\" # Bright green — solid thick\n", + "TL_BEAR_LONG = \"#ff5252\" # Bright red — solid thick\n", + "TL_BULL_MED = \"rgba(0,230,118,0.70)\" # Green — dashed\n", + "TL_BEAR_MED = \"rgba(255,82,82,0.70)\" # Red — dashed\n", + "TL_BULL_SHORT = \"rgba(0,230,118,0.45)\" # Green — dotted\n", + "TL_BEAR_SHORT = \"rgba(255,82,82,0.45)\" # Red — dotted\n", + "\n", + "# Marker colours\n", + "HH_COLOR = \"#00e676\"\n", + "LL_COLOR = \"#ff5252\"\n", + "WICK_BULL_COLOR = \"#69f0ae\"\n", + "WICK_BEAR_COLOR = \"#ff8a80\"\n", + "\n", + "# Shading\n", + "BULL_SHADE = \"rgba(0,230,118,{a})\"\n", + "BEAR_SHADE = \"rgba(255,82,82,{a})\"\n", "\n", "# ── Build figure (3 rows) ───────────────────────────────────────────\n", "\n", @@ -63,11 +82,11 @@ " rows=3, cols=1,\n", " row_heights=[0.70, 0.15, 0.15],\n", " shared_xaxes=True,\n", - " vertical_spacing=0.03,\n", + " vertical_spacing=0.025,\n", " subplot_titles=[\n", - " f\"{ticker} - Trendline Breakout Navigator\",\n", - " \"Composite Trend\",\n", - " \"Volume\",\n", + " f\"{ticker} — Trendline Breakout Navigator\",\n", + " \"Composite Trend\",\n", + " \"Volume\",\n", " ],\n", ")\n", "\n", @@ -91,114 +110,122 @@ "val_short = df[\"tbn_value_short\"].values\n", "composite = df[\"tbn_composite_trend\"].fillna(0).astype(int).values\n", "\n", - "# Long trendline (bull)\n", + "# Long trendline (bull) — solid, thick\n", "fig.add_trace(go.Scatter(\n", " x=df[\"Datetime\"],\n", " y=np.where(trend_long == 1, val_long, np.nan),\n", " mode=\"lines\",\n", - " line=dict(color=\"#26a69a\", width=2.5),\n", - " name=\"Long TL (Bull)\",\n", + " line=dict(color=TL_BULL_LONG, width=2.5),\n", + " name=\"Long TL ↑\",\n", " connectgaps=False,\n", "), row=1, col=1)\n", "\n", - "# Long trendline (bear)\n", + "# Long trendline (bear) — solid, thick\n", "fig.add_trace(go.Scatter(\n", " x=df[\"Datetime\"],\n", " y=np.where(trend_long == -1, val_long, np.nan),\n", " mode=\"lines\",\n", - " line=dict(color=\"#ef5350\", width=2.5),\n", - " name=\"Long TL (Bear)\",\n", + " line=dict(color=TL_BEAR_LONG, width=2.5),\n", + " name=\"Long TL ↓\",\n", " connectgaps=False,\n", "), row=1, col=1)\n", "\n", - "# Medium trendline (bull)\n", + "# Medium trendline (bull) — dashed\n", "fig.add_trace(go.Scatter(\n", " x=df[\"Datetime\"],\n", " y=np.where(trend_medium == 1, val_medium, np.nan),\n", " mode=\"lines\",\n", - " line=dict(color=\"rgba(38,166,154,0.6)\", width=1.8, dash=\"dash\"),\n", - " name=\"Med TL (Bull)\",\n", + " line=dict(color=TL_BULL_MED, width=1.8, dash=\"dash\"),\n", + " name=\"Med TL ↑\",\n", " connectgaps=False,\n", "), row=1, col=1)\n", "\n", - "# Medium trendline (bear)\n", + "# Medium trendline (bear) — dashed\n", "fig.add_trace(go.Scatter(\n", " x=df[\"Datetime\"],\n", " y=np.where(trend_medium == -1, val_medium, np.nan),\n", " mode=\"lines\",\n", - " line=dict(color=\"rgba(239,83,80,0.6)\", width=1.8, dash=\"dash\"),\n", - " name=\"Med TL (Bear)\",\n", + " line=dict(color=TL_BEAR_MED, width=1.8, dash=\"dash\"),\n", + " name=\"Med TL ↓\",\n", " connectgaps=False,\n", "), row=1, col=1)\n", "\n", - "# Short trendline (bull)\n", + "# Short trendline (bull) — dotted, thin\n", "fig.add_trace(go.Scatter(\n", " x=df[\"Datetime\"],\n", " y=np.where(trend_short == 1, val_short, np.nan),\n", " mode=\"lines\",\n", - " line=dict(color=\"rgba(38,166,154,0.35)\", width=1.2, dash=\"dot\"),\n", - " name=\"Short TL (Bull)\",\n", + " line=dict(color=TL_BULL_SHORT, width=1.2, dash=\"dot\"),\n", + " name=\"Short TL ↑\",\n", " connectgaps=False,\n", "), row=1, col=1)\n", "\n", - "# Short trendline (bear)\n", + "# Short trendline (bear) — dotted, thin\n", "fig.add_trace(go.Scatter(\n", " x=df[\"Datetime\"],\n", " y=np.where(trend_short == -1, val_short, np.nan),\n", " mode=\"lines\",\n", - " line=dict(color=\"rgba(239,83,80,0.35)\", width=1.2, dash=\"dot\"),\n", - " name=\"Short TL (Bear)\",\n", + " line=dict(color=TL_BEAR_SHORT, width=1.2, dash=\"dot\"),\n", + " name=\"Short TL ↓\",\n", " connectgaps=False,\n", "), row=1, col=1)\n", "\n", "# --- Event markers ---\n", "\n", - "# HH markers\n", + "# HH markers (triangle-up below low)\n", "hh_mask = df[\"tbn_hh\"] == 1\n", "if hh_mask.any():\n", " fig.add_trace(go.Scatter(\n", " x=df.loc[hh_mask, \"Datetime\"],\n", - " y=df.loc[hh_mask, \"Low\"] * 0.995,\n", + " y=df.loc[hh_mask, \"Low\"] * 0.993,\n", " mode=\"markers\", name=\"HH\",\n", - " marker=dict(symbol=\"triangle-up\", size=11,\n", - " color=\"#26a69a\",\n", - " line=dict(width=1, color=\"black\")),\n", + " marker=dict(\n", + " symbol=\"triangle-up\", size=12,\n", + " color=HH_COLOR,\n", + " line=dict(width=1.2, color=\"rgba(255,255,255,0.7)\"),\n", + " ),\n", " ), row=1, col=1)\n", "\n", - "# LL markers\n", + "# LL markers (triangle-down above high)\n", "ll_mask = df[\"tbn_ll\"] == 1\n", "if ll_mask.any():\n", " fig.add_trace(go.Scatter(\n", " x=df.loc[ll_mask, \"Datetime\"],\n", - " y=df.loc[ll_mask, \"High\"] * 1.005,\n", + " y=df.loc[ll_mask, \"High\"] * 1.007,\n", " mode=\"markers\", name=\"LL\",\n", - " marker=dict(symbol=\"triangle-down\", size=11,\n", - " color=\"#ef5350\",\n", - " line=dict(width=1, color=\"black\")),\n", + " marker=dict(\n", + " symbol=\"triangle-down\", size=12,\n", + " color=LL_COLOR,\n", + " line=dict(width=1.2, color=\"rgba(255,255,255,0.7)\"),\n", + " ),\n", " ), row=1, col=1)\n", "\n", - "# Wick Bull markers\n", + "# Wick Bull markers (diamond)\n", "wb_mask = df[\"tbn_wick_bull\"] == 1\n", "if wb_mask.any():\n", " fig.add_trace(go.Scatter(\n", " x=df.loc[wb_mask, \"Datetime\"],\n", - " y=df.loc[wb_mask, \"Low\"] * 0.993,\n", + " y=df.loc[wb_mask, \"Low\"] * 0.990,\n", " mode=\"markers\", name=\"Wick Bull\",\n", - " marker=dict(symbol=\"diamond\", size=8,\n", - " color=\"#66bb6a\",\n", - " line=dict(width=1, color=\"black\")),\n", + " marker=dict(\n", + " symbol=\"diamond\", size=9,\n", + " color=WICK_BULL_COLOR,\n", + " line=dict(width=1, color=\"rgba(255,255,255,0.5)\"),\n", + " ),\n", " ), row=1, col=1)\n", "\n", - "# Wick Bear markers\n", + "# Wick Bear markers (diamond)\n", "wbr_mask = df[\"tbn_wick_bear\"] == 1\n", "if wbr_mask.any():\n", " fig.add_trace(go.Scatter(\n", " x=df.loc[wbr_mask, \"Datetime\"],\n", - " y=df.loc[wbr_mask, \"High\"] * 1.007,\n", + " y=df.loc[wbr_mask, \"High\"] * 1.010,\n", " mode=\"markers\", name=\"Wick Bear\",\n", - " marker=dict(symbol=\"diamond\", size=8,\n", - " color=\"#e57373\",\n", - " line=dict(width=1, color=\"black\")),\n", + " marker=dict(\n", + " symbol=\"diamond\", size=9,\n", + " color=WICK_BEAR_COLOR,\n", + " line=dict(width=1, color=\"rgba(255,255,255,0.5)\"),\n", + " ),\n", " ), row=1, col=1)\n", "\n", "# --- Background shading by composite trend ---\n", @@ -212,8 +239,8 @@ " if cur_sign != prev_sign or i == len(df) - 1:\n", " if prev_sign != 0 and i > seg_start:\n", " end_idx = i if i < len(df) - 1 else i\n", - " fill = BULL_COLOR.format(a=0.06) if prev_sign == 1 \\\n", - " else BEAR_COLOR.format(a=0.06)\n", + " fill = BULL_SHADE.format(a=0.07) if prev_sign == 1 \\\n", + " else BEAR_SHADE.format(a=0.07)\n", " fig.add_vrect(\n", " x0=df.loc[seg_start, \"Datetime\"],\n", " x1=df.loc[min(end_idx, len(df) - 1), \"Datetime\"],\n", @@ -226,56 +253,72 @@ "# ── Row 2: Composite Trend (bar chart) ────────────────────────────\n", "\n", "comp_colors = [\n", - " CANDLE_UP if c > 0 else CANDLE_DOWN if c < 0 else \"gray\"\n", + " CANDLE_UP if c > 0 else CANDLE_DOWN if c < 0 else \"#363a45\"\n", " for c in composite\n", "]\n", "\n", "fig.add_trace(go.Bar(\n", " x=df[\"Datetime\"], y=composite,\n", " marker_color=comp_colors, showlegend=False,\n", - " name=\"Composite Trend\", opacity=0.7,\n", + " name=\"Composite Trend\", opacity=0.85,\n", "), row=2, col=1)\n", "\n", "fig.add_hline(\n", - " y=0, line_dash=\"solid\", line_color=\"gray\", line_width=0.8,\n", + " y=0, line_dash=\"solid\", line_color=\"rgba(255,255,255,0.15)\", line_width=0.8,\n", " row=2, col=1,\n", ")\n", "\n", "# ── Row 3: Volume bars ─────────────────────────────────────────────\n", "\n", "vol_colors = [\n", - " CANDLE_UP if c > 0 else CANDLE_DOWN if c < 0 else \"gray\"\n", + " CANDLE_UP if c > 0 else CANDLE_DOWN if c < 0 else \"#363a45\"\n", " for c in composite\n", "]\n", "\n", "fig.add_trace(go.Bar(\n", " x=df[\"Datetime\"], y=df[\"Volume\"],\n", " marker_color=vol_colors, showlegend=False,\n", - " name=\"Volume\", opacity=0.5,\n", + " name=\"Volume\", opacity=0.60,\n", "), row=3, col=1)\n", "\n", "# ── Layout ─────────────────────────────────────────────────────────\n", "\n", "fig.update_layout(\n", - " height=900,\n", + " height=1000,\n", + " width=1400,\n", " showlegend=True,\n", - " legend=dict(orientation=\"h\", yanchor=\"bottom\", y=1.02,\n", - " xanchor=\"right\", x=1, font=dict(size=10)),\n", + " legend=dict(\n", + " orientation=\"h\",\n", + " yanchor=\"bottom\", y=1.02,\n", + " xanchor=\"right\", x=1,\n", + " font=dict(size=10, color=TEXT_COLOR),\n", + " bgcolor=\"rgba(0,0,0,0)\",\n", + " borderwidth=0,\n", + " ),\n", " plot_bgcolor=BG_COLOR,\n", - " paper_bgcolor=BG_COLOR,\n", - " font=dict(color=TEXT_COLOR, size=12),\n", - " margin=dict(l=10, r=60, t=50, b=30),\n", + " paper_bgcolor=PAPER_COLOR,\n", + " font=dict(color=TEXT_COLOR, size=12, family=\"Consolas, monospace\"),\n", + " margin=dict(l=10, r=70, t=60, b=30),\n", " xaxis_rangeslider_visible=False,\n", ")\n", "\n", + "# Subplot title styling\n", + "for ann in fig.layout.annotations:\n", + " ann.font.color = TITLE_COLOR\n", + " ann.font.size = 13\n", + "\n", "for row in range(1, 4):\n", " fig.update_xaxes(\n", " showgrid=True, gridcolor=GRID_COLOR,\n", " zeroline=False, row=row, col=1,\n", + " color=TEXT_COLOR,\n", + " showline=False,\n", " )\n", " fig.update_yaxes(\n", " showgrid=True, gridcolor=GRID_COLOR,\n", " zeroline=False, side=\"right\", row=row, col=1,\n", + " color=TEXT_COLOR,\n", + " showline=False,\n", " )\n", "\n", "fig.update_yaxes(title_text=\"Price\", tickformat=\",.0f\", row=1, col=1)\n", diff --git a/static/images/indicators/trendline_breakout_navigator.png b/static/images/indicators/trendline_breakout_navigator.png index 4a1b22a4aa6b4903066091eb8beeb5b7f3d00e10..c9a3a92845129be00b4e2eeefaf4d3e3be62c873 100644 GIT binary patch literal 227966 zcmZ^K1ymhN(=8T)h6Hza4G`QR!QI^@xH}vm1PKno2@>21?jGFT-QC^ZkZZa3d;eOq zScjRO>F(<4>Z)D4zQ{_8Ai`n8fq{V`iiy6L2LpTI0tN=T4Fe6_F>H*L1_OHyCiY%H z(FJ@z`GvQl5=Pfk`GS};TcE?2=;*YHz#zOd5cTvzvP15)-#chZ7-DK_h))#`Y!+J{ zNAojmcZ>V|hx>;X1CM$`1NM7YW{a*@3tK1}wJ9-z(DN^AkZcH+d0RZa@4&9W4O zQ|~L3Wf%z_aBLTe2Xg(FV%|`qzh7zRD7r|0-xT);Lu?>xPcDl3<7IwVvKHH~zxVm; zw@U=j4F7XaKDU^+W90ul1_tTE2ObsyC7SjF>fzx{Gccvt=-cz%3f!UK@6%l}-+G}_m?1b;8;-|O8=0rcB9<+Szjf1d%38dAYT zL;*>J0i9}uv9bn;|E7KX5XKN8|MUn38|?`3?l|^>uKV$Mvi!EMb#eYB-M^M4E6Q60 zu_4Ru^FHc-`=dU3RzZW`qui5#;+;3EC|J^nW+X+G6~;N@;W 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On%j|5Z?$gya$1-+S`o047vY3K|*8bzAe<=&#DSQHgB@LOXlK<1ffBpBeHA)l&0QJT{B(jC8 z*i1yZa_(<)7?G~jGWzdR8kZpZstPoCvf@$yEftGhE{lZ!u_OJD36IriajjLv)qEBg z`1tw1DbYVl0NZ=WzwJH?;zq=Tyu9#|LiQiimzRVQw?O_^CtBoj70Z80?*GGS!T Date: Sat, 28 Feb 2026 12:11:18 +0100 Subject: [PATCH 08/21] fix: resolve flake8 E501 errors and remove .squad/ from PR tracking - Fix 26 E501 line-too-long errors across 5 indicator files - Fix E303 too-many-blank-lines in trendline_breakout_navigator.py - Remove .squad/ from git tracking (branch guard requirement) --- .squad/agents/carlos/charter.md | 35 ----- .squad/agents/carlos/history.md | 14 -- .squad/agents/chaosagent/charter.md | 43 ------ .squad/agents/chaosagent/history.md | 17 --- .squad/agents/devmeister3000/charter.md | 40 ----- .squad/agents/devmeister3000/history.md | 23 --- .squad/agents/doc-vader/charter.md | 45 ------ .squad/agents/doc-vader/history.md | 18 --- .squad/agents/scribe/charter.md | 34 ----- .squad/agents/scribe/history.md | 11 -- .squad/casting/history.json | 13 -- .squad/casting/policy.json | 5 - .squad/casting/registry.json | 42 ------ .squad/ceremonies.md | 41 ----- .squad/decisions.md | 55 ------- .squad/decisions/inbox/.gitkeep | 0 .squad/identity/.gitkeep | 0 .squad/identity/now.md | 9 -- .squad/identity/wisdom.md | 15 -- .squad/log/.gitkeep | 0 .../2026-02-27T21-00-00Z-issue-3-tbn-chart.md | 19 --- ...-28T12-00-00Z-issue-3-tbn-chart-improve.md | 19 --- .squad/orchestration-log/.gitkeep | 0 ...6-02-27T21-00-00Z-carlos-tbn-chart-plan.md | 11 -- ...7T21-00-00Z-devmeister3000-tbn-notebook.md | 11 -- ...2026-02-27T21-00-00Z-doc-vader-tbn-docs.md | 10 -- ...00-00Z-devmeister3000-tbn-chart-improve.md | 21 --- ...-28T12-00-00Z-doc-vader-tbn-docs-verify.md | 18 --- .squad/routing.md | 40 ----- .squad/skills/.gitkeep | 0 .squad/skills/squad-conventions/SKILL.md | 69 --------- .squad/team.md | 60 -------- .squad/templates/.gitkeep | 0 .squad/templates/improve-chart-issue.yml | 115 -------------- .squad/templates/new-indicator-issue.md | 60 -------- .squad/templates/new-indicator-issue.yml | 140 ------------------ .squad/work-items.md | 138 ----------------- .../indicators/momentum_cycle_sentry.py | 10 +- pyindicators/indicators/range_intelligence.py | 44 ++++-- .../indicators/strong_weak_high_low.py | 30 +++- .../trendline_breakout_navigator.py | 3 +- .../volumetric_supply_demand_zones.py | 39 +++-- .../indicators/z_score_predictive_zones.py | 3 +- 43 files changed, 96 insertions(+), 1224 deletions(-) delete mode 100644 .squad/agents/carlos/charter.md delete mode 100644 .squad/agents/carlos/history.md delete mode 100644 .squad/agents/chaosagent/charter.md delete mode 100644 .squad/agents/chaosagent/history.md delete mode 100644 .squad/agents/devmeister3000/charter.md delete mode 100644 .squad/agents/devmeister3000/history.md delete mode 100644 .squad/agents/doc-vader/charter.md delete mode 100644 .squad/agents/doc-vader/history.md delete mode 100644 .squad/agents/scribe/charter.md delete mode 100644 .squad/agents/scribe/history.md delete mode 100644 .squad/casting/history.json delete mode 100644 .squad/casting/policy.json delete mode 100644 .squad/casting/registry.json delete mode 100644 .squad/ceremonies.md delete mode 100644 .squad/decisions.md delete mode 100644 .squad/decisions/inbox/.gitkeep delete mode 100644 .squad/identity/.gitkeep delete mode 100644 .squad/identity/now.md delete mode 100644 .squad/identity/wisdom.md delete mode 100644 .squad/log/.gitkeep delete mode 100644 .squad/log/2026-02-27T21-00-00Z-issue-3-tbn-chart.md delete mode 100644 .squad/log/2026-02-28T12-00-00Z-issue-3-tbn-chart-improve.md delete mode 100644 .squad/orchestration-log/.gitkeep delete mode 100644 .squad/orchestration-log/2026-02-27T21-00-00Z-carlos-tbn-chart-plan.md delete mode 100644 .squad/orchestration-log/2026-02-27T21-00-00Z-devmeister3000-tbn-notebook.md delete mode 100644 .squad/orchestration-log/2026-02-27T21-00-00Z-doc-vader-tbn-docs.md delete mode 100644 .squad/orchestration-log/2026-02-28T12-00-00Z-devmeister3000-tbn-chart-improve.md delete mode 100644 .squad/orchestration-log/2026-02-28T12-00-00Z-doc-vader-tbn-docs-verify.md delete mode 100644 .squad/routing.md delete mode 100644 .squad/skills/.gitkeep delete mode 100644 .squad/skills/squad-conventions/SKILL.md delete mode 100644 .squad/team.md delete mode 100644 .squad/templates/.gitkeep delete mode 100644 .squad/templates/improve-chart-issue.yml delete mode 100644 .squad/templates/new-indicator-issue.md delete mode 100644 .squad/templates/new-indicator-issue.yml delete mode 100644 .squad/work-items.md diff --git a/.squad/agents/carlos/charter.md b/.squad/agents/carlos/charter.md deleted file mode 100644 index 979d61d6..00000000 --- a/.squad/agents/carlos/charter.md +++ /dev/null @@ -1,35 +0,0 @@ -# Carlos — Lead - -## Identity - -- **Name:** Carlos -- **Role:** Lead / Architect -- **Emoji:** 🏗️ - -## Scope - -- Architecture and API design for the PyIndicators library -- Code review for all new indicator implementations -- Ensuring consistent patterns across all indicators -- Making decisions about public API shape and column naming conventions -- Approving or rejecting structural changes - -## Boundaries - -- Does NOT implement indicators directly (routes to DevMeister3000) -- Does NOT write tests (routes to ChaosAgent) -- Does NOT write documentation (routes to Doc Vader) - -## Standards - -- Every indicator must follow the established pattern: `indicator()`, `indicator_signal()`, `get_indicator_stats()` -- Support both pandas and polars DataFrames -- No external dependencies in core library -- Column naming must be consistent (lowercase, underscore-separated prefix) -- All public functions must have comprehensive docstrings - -## Review Authority - -- Approves/rejects architecture decisions -- Reviews API changes and new indicator public interfaces -- Can reassign rejected work to a different agent diff --git a/.squad/agents/carlos/history.md b/.squad/agents/carlos/history.md deleted file mode 100644 index 10aa232b..00000000 --- a/.squad/agents/carlos/history.md +++ /dev/null @@ -1,14 +0,0 @@ -# Carlos — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Stack:** Python 3.12+, pandas, polars, unittest, Docusaurus docs -- **Key patterns:** Each indicator has three public functions (`indicator()`, `indicator_signal()`, `get_indicator_stats()`), supports both pandas/polars, registered in `pyindicators/indicators/__init__.py` and `pyindicators/__init__.py` - -## Learnings - -- Team formed 2026-02-27. Roster: Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). -- 2026-02-27: Decomposed PRD into 70 work items across 5 phases. Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. Phase 1 (test coverage) has 14 items — 8 at P0 targeting the liquidity/price-action cluster and classic indicators (ATR, CCI, ROC). Phase 2 (docs) has 11 items covering 7 missing doc pages + sidebar + utils + README updates. Phase 5 (new indicators) has 11 items, with VWAP, Ichimoku, and Pivot Points as highest priority new features. Priority ordering: tests first to establish quality baseline, then docs, then README polish, then notebooks and new features. -- 2026-02-27: Issue #3 — Produced detailed chart plan for Trendline Breakout Navigator. TBN is a multi-timeframe indicator with 3 trendline timeframes, composite score, HH/LL events, and wick breaks. Chart plan uses 3-row layout (price+trendlines, composite trend, volume). Key insight: need ~365 days of 4h data to get enough long-timeframe pivots. Trendline values (`tbn_value_*`) are the projected prices — these should be drawn as lines on the price chart, colored by the corresponding `tbn_trend_*` direction. Decision written to `.squad/decisions/inbox/carlos-tbn-chart-plan.md`. diff --git a/.squad/agents/chaosagent/charter.md b/.squad/agents/chaosagent/charter.md deleted file mode 100644 index 5ab02ab7..00000000 --- a/.squad/agents/chaosagent/charter.md +++ /dev/null @@ -1,43 +0,0 @@ -# ChaosAgent — Tester - -## Identity - -- **Name:** ChaosAgent -- **Role:** Tester / QA -- **Emoji:** 🧪 - -## Scope - -- Writing comprehensive unittest test suites for all indicators -- Testing both pandas and polars DataFrame inputs -- Edge case testing (small data, NaN values, custom column names) -- Verifying output column shapes, types, and value ranges -- Regression testing when indicators are modified - -## Boundaries - -- Does NOT implement indicators (routes to DevMeister3000) -- Does NOT write documentation (routes to Doc Vader) -- Does NOT make architecture decisions (routes to Carlos) - -## Testing Standards - -- **Framework:** unittest (NOT pytest) -- **File location:** `tests/indicators/test_{indicator_name}.py` -- **Test data:** Use `_make_ohlcv()` helper to generate realistic random OHLCV data with numpy seed for reproducibility -- **Required test categories:** - 1. Returns correct DataFrame type (pandas and polars) - 2. All expected output columns are present - 3. Row count unchanged - 4. Output values in expected ranges (trend: {-1, 0, 1}, binary: {0, 1}) - 5. Custom column names work - 6. Different parameters produce different output - 7. Invalid input raises exception - 8. Small DataFrame doesn't crash - 9. Signal function consistency - 10. Stats function returns expected keys with valid types - -## Review Authority - -- Reviews test coverage of new indicator implementations -- Can reject implementations with insufficient testability diff --git a/.squad/agents/chaosagent/history.md b/.squad/agents/chaosagent/history.md deleted file mode 100644 index 8ffafbd2..00000000 --- a/.squad/agents/chaosagent/history.md +++ /dev/null @@ -1,17 +0,0 @@ -# ChaosAgent — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Testing framework:** unittest -- **Test location:** `tests/indicators/test_{indicator_name}.py` -- **Test data pattern:** `_make_ohlcv(n=200, seed=42)` generates reproducible OHLCV data - -## Learnings - -- Team formed 2026-02-27. -- Tests use `unittest.TestCase` with `setUp` creating shared test DataFrames. -- Each test file tests three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()`. -- Polars tests convert pandas→polars and verify the result type. -- Virtual environment at `.venv/` — run tests with `.venv/bin/python -m unittest`. diff --git a/.squad/agents/devmeister3000/charter.md b/.squad/agents/devmeister3000/charter.md deleted file mode 100644 index 8d4c84ac..00000000 --- a/.squad/agents/devmeister3000/charter.md +++ /dev/null @@ -1,40 +0,0 @@ -# DevMeister3000 — Core Dev - -## Identity - -- **Name:** DevMeister3000 -- **Role:** Core Developer -- **Emoji:** 🔧 - -## Scope - -- Implementing new financial technical analysis indicators -- Porting indicators from PineScript (e.g., LuxAlgo) to Python/numpy -- Writing core computation functions using numpy arrays -- Ensuring both pandas and polars DataFrame compatibility -- Registering new indicators in `__init__.py` files - -## Boundaries - -- Does NOT make architecture decisions unilaterally (consults Carlos) -- Does NOT write test files (routes to ChaosAgent) -- Does NOT write documentation pages (routes to Doc Vader) - -## Technical Notes - -- **Pattern:** Each indicator module contains: - - Internal helpers (prefixed with `_`) - - A `_indicator_pandas()` core computation function - - Three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()` -- **DataFrame handling:** Accept Union[PdDataFrame, PlDataFrame], convert polars→pandas for computation, convert back -- **No external deps:** Use only numpy for computation (already a transitive dep of pandas) -- **Registration:** Add imports to `pyindicators/indicators/__init__.py` AND `pyindicators/__init__.py`, update both `__all__` lists -- **Column naming:** Use lowercase prefix (e.g., `tbn_trend_long`, `mcs_p1`) -- **Error handling:** Raise `PyIndicatorException` for invalid inputs - -## Key Files - -- `pyindicators/indicators/` — all indicator modules -- `pyindicators/indicators/__init__.py` — indicator registry -- `pyindicators/__init__.py` — top-level exports -- `pyindicators/exceptions.py` — exception classes diff --git a/.squad/agents/devmeister3000/history.md b/.squad/agents/devmeister3000/history.md deleted file mode 100644 index 51cc53f9..00000000 --- a/.squad/agents/devmeister3000/history.md +++ /dev/null @@ -1,23 +0,0 @@ -# DevMeister3000 — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Stack:** Python 3.12+, pandas, polars, numpy, unittest -- **Indicator pattern:** `indicator()` → `indicator_signal()` → `get_indicator_stats()`, all support pandas + polars -- **Current indicators:** ~50+ including EMA, SMA, RSI, MACD, Supertrend, Bollinger Bands, Fair Value Gap, Order Blocks, Market Structure, Swing Structure, Trendline Breakout Navigator, and many more - -## Learnings - -- Team formed 2026-02-27. -- Existing indicators follow a consistent pattern: internal `_compute_pandas()` function, public API with Union[PdDataFrame, PlDataFrame] type hints. -- Polars support is done by converting to pandas, computing, and converting back. -- Pivot detection uses left/right bar confirmation pattern (see `swing_structure.py`, `trendline_breakout_navigator.py`). -- **2026-02-27 — Flake8 cleanup (14 warnings):** Fixed F841, F401, E741, E127 across 8 files. Key patterns found: - - Several indicators compute intermediate variables for debugging/clarity that are never used (e.g., `y1_plus_slope` in trendline_breakout_navigator, `atr_vals` in z_score_predictive_zones). - - Three indicator modules used ambiguous variable `l` for low arrays — renamed to `low` in opening_gap.py, strong_weak_high_low.py, volume_imbalance.py. Other modules (like the older ones) used different patterns already. - - `accumulation_distribution_zones` functions were imported in `pyindicators/__init__.py` but missing from `__all__` — added them. This was likely an oversight when the indicator was registered. - - `Optional` was imported but unused in range_intelligence.py (the module uses `Union` instead). - - Pre-existing test failures exist in `test_market_structure` (CHoCH/BOS) — 9 errors unrelated to this work.- **2026-02-27 — TBN analysis notebook (Issue #3):** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's chart plan and the VWT notebook pattern. 3-row layout: candlestick + trendlines + markers (row 1, 70%), composite trend bar chart (row 2, 15%), volume bars (row 3, 15%). Outputs HTML, PNG to `static/images/indicators/` and `docs/static/img/indicators/`. `analysis/indicators/` directory is gitignored — used `git add -f` to commit. Stats block prints all 16 keys from `get_trendline_breakout_navigator_stats()`. -- **2026-02-28 — TBN dark theme chart overhaul (Issue #3):** Rewrote chart styling from light to dark theme (#131722 background, matching TradingView aesthetic). Key changes: (1) bright green `#00e676` / red `#ff5252` trendlines for contrast against dark background; (2) white-outlined markers (HH triangles, LL triangles, wick diamonds) for visibility; (3) increased chart height to 1000px + width 1400px; (4) Consolas monospace font; (5) subtle grid lines `rgba(255,255,255,0.06)` and muted neutral bars `#363a45` for zero-trend periods; (6) composite trend + volume bars at higher opacity for dark readability. Outputs regenerated to all three paths (HTML + 2× PNG). \ No newline at end of file diff --git a/.squad/agents/doc-vader/charter.md b/.squad/agents/doc-vader/charter.md deleted file mode 100644 index a76f4bef..00000000 --- a/.squad/agents/doc-vader/charter.md +++ /dev/null @@ -1,45 +0,0 @@ -# Doc Vader — DevRel - -## Identity - -- **Name:** Doc Vader -- **Role:** DevRel / Technical Writer -- **Emoji:** 📝 - -## Scope - -- Writing and maintaining Docusaurus documentation -- Creating indicator documentation pages in `docs/content/indicators/` -- Writing usage examples and tutorials -- Maintaining the installation guide -- Updating README.md with new indicators - -## Boundaries - -- Does NOT implement indicators (routes to DevMeister3000) -- Does NOT write tests (routes to ChaosAgent) -- Does NOT make architecture decisions (routes to Carlos) - -## Documentation Standards - -- **Framework:** Docusaurus -- **Content location:** `docs/content/indicators/` -- **Config:** `docs/docusaurus.config.js` -- **Sidebars:** `docs/sidebars.js` -- **Format:** Markdown with code examples -- **Each indicator doc should include:** - 1. Description of what the indicator does - 2. Parameters table with defaults - 3. Output columns table - 4. Python usage example - 5. Signal interpretation guide - -## Key Files - -- `docs/content/` — documentation markdown files -- `docs/content/indicators/` — individual indicator docs -- `docs/content/installation.md` — installation guide -- `docs/content/introduction.md` — getting started -- `docs/docusaurus.config.js` — site configuration -- `docs/sidebars.js` — navigation structure -- `README.md` — project README diff --git a/.squad/agents/doc-vader/history.md b/.squad/agents/doc-vader/history.md deleted file mode 100644 index f3614992..00000000 --- a/.squad/agents/doc-vader/history.md +++ /dev/null @@ -1,18 +0,0 @@ -# Doc Vader — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Docs framework:** Docusaurus -- **Docs location:** `docs/content/indicators/` for indicator pages -- **Site config:** `docs/docusaurus.config.js` - -## Learnings - -- Team formed 2026-02-27. -- Documentation site is at `docs/` with standard Docusaurus structure. -- Indicator docs live in `docs/content/indicators/`. -- Analysis notebooks in `analysis/indicators/` serve as visual examples. -- Chart images in docs use UPPER_SNAKE_CASE alt text and path `/img/indicators/.png`, placed immediately after the Example code block's closing fence. -- Added TBN chart image reference to `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` (Issue #3).- Verified TBN docs page after chart improvement (Issue #3, 2026-02-28): image ref `![TRENDLINE_BREAKOUT_NAVIGATOR](/img/indicators/trendline_breakout_navigator.png)` correct, PNG exists at both `docs/static/img/indicators/` and `static/images/indicators/` (227 966 bytes), function signatures/params/return columns/signal logic/stats keys all match source. No changes needed. \ No newline at end of file diff --git a/.squad/agents/scribe/charter.md b/.squad/agents/scribe/charter.md deleted file mode 100644 index d3e8c517..00000000 --- a/.squad/agents/scribe/charter.md +++ /dev/null @@ -1,34 +0,0 @@ -# Scribe — Charter - -## Identity - -- **Name:** Scribe -- **Role:** Session Logger / Memory Manager -- **Emoji:** 📋 - -## Scope - -- Maintaining `decisions.md` — merging inbox entries, deduplicating -- Writing orchestration log entries to `.squad/orchestration-log/` -- Writing session logs to `.squad/log/` -- Cross-agent context sharing via history.md updates -- Archiving old decisions when file exceeds ~20KB -- Summarizing history.md files when they exceed ~12KB -- Git committing `.squad/` changes - -## Boundaries - -- Never speaks to the user -- Never modifies code or test files -- Only writes to `.squad/` state files - -## Process - -1. Receive spawn manifest from coordinator -2. Write orchestration log entries (one per agent) -3. Write session log entry -4. Merge decision inbox files into `decisions.md`, delete inbox files -5. Update affected agents' `history.md` with cross-agent learnings -6. Archive decisions if file too large -7. Summarize histories if too large -8. Git add + commit `.squad/` changes diff --git a/.squad/agents/scribe/history.md b/.squad/agents/scribe/history.md deleted file mode 100644 index e4042262..00000000 --- a/.squad/agents/scribe/history.md +++ /dev/null @@ -1,11 +0,0 @@ -# Scribe — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Team root:** /Users/marcvanduyn/Projects/CodingKitties/PyIndicators - -## Learnings - -- Team formed 2026-02-27. diff --git a/.squad/casting/history.json b/.squad/casting/history.json deleted file mode 100644 index ec619a00..00000000 --- a/.squad/casting/history.json +++ /dev/null @@ -1,13 +0,0 @@ -[ - { - "assignment_id": "pyindicators-001", - "universe": "oceans-eleven", - "created_at": "2026-02-27T13:50:00Z", - "agents": [ - {"name": "Carlos", "role": "Lead", "user_override": true}, - {"name": "DevMeister3000", "role": "Core Dev", "user_override": true}, - {"name": "ChaosAgent", "role": "Tester", "user_override": true}, - {"name": "Doc Vader", "role": "DevRel", "user_override": true} - ] - } -] diff --git a/.squad/casting/policy.json b/.squad/casting/policy.json deleted file mode 100644 index 77b236bf..00000000 --- a/.squad/casting/policy.json +++ /dev/null @@ -1,5 +0,0 @@ -{ - "universes": ["oceans-eleven"], - "max_per_universe": 8, - "allow_user_overrides": true -} diff --git a/.squad/casting/registry.json b/.squad/casting/registry.json deleted file mode 100644 index ded3b37b..00000000 --- a/.squad/casting/registry.json +++ /dev/null @@ -1,42 +0,0 @@ -[ - { - "persistent_name": "Carlos", - "universe": "oceans-eleven", - "role": "Lead", - "folder": "carlos", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - }, - { - "persistent_name": "DevMeister3000", - "universe": "oceans-eleven", - "role": "Core Dev", - "folder": "devmeister3000", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - }, - { - "persistent_name": "ChaosAgent", - "universe": "oceans-eleven", - "role": "Tester", - "folder": "chaosagent", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - }, - { - "persistent_name": "Doc Vader", - "universe": "oceans-eleven", - "role": "DevRel", - "folder": "doc-vader", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - } -] diff --git a/.squad/ceremonies.md b/.squad/ceremonies.md deleted file mode 100644 index 45b4a581..00000000 --- a/.squad/ceremonies.md +++ /dev/null @@ -1,41 +0,0 @@ -# Ceremonies - -> Team meetings that happen before or after work. Each squad configures their own. - -## Design Review - -| Field | Value | -|-------|-------| -| **Trigger** | auto | -| **When** | before | -| **Condition** | multi-agent task involving 2+ agents modifying shared systems | -| **Facilitator** | lead | -| **Participants** | all-relevant | -| **Time budget** | focused | -| **Enabled** | ✅ yes | - -**Agenda:** -1. Review the task and requirements -2. Agree on interfaces and contracts between components -3. Identify risks and edge cases -4. Assign action items - ---- - -## Retrospective - -| Field | Value | -|-------|-------| -| **Trigger** | auto | -| **When** | after | -| **Condition** | build failure, test failure, or reviewer rejection | -| **Facilitator** | lead | -| **Participants** | all-involved | -| **Time budget** | focused | -| **Enabled** | ✅ yes | - -**Agenda:** -1. What happened? (facts only) -2. Root cause analysis -3. What should change? -4. Action items for next iteration diff --git a/.squad/decisions.md b/.squad/decisions.md deleted file mode 100644 index 34e5cd20..00000000 --- a/.squad/decisions.md +++ /dev/null @@ -1,55 +0,0 @@ -# Decisions - -> Canonical decision ledger. Append-only. Managed by Scribe. - ---- - -### 2026-02-27T13:50:00Z: Team formed -**By:** Squad (Coordinator) -**What:** Initial team cast for PyIndicators project — Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). -**Why:** User confirmed roster. - ---- - -### 2026-02-27: PRD Decomposition Approach -**By:** Carlos (Lead) -**What:** Decomposed the PRD (v0.19.0) into 70 specific, actionable work items across 5 phases and wrote them to `.squad/work-items.md`. -**Why:** Ensures the team has a clear, granular backlog with no ambiguity about what needs doing, who does it, and in what order. Priority ordering: tests (P0) → docs (P1) → README (P0/P1/P2) → notebooks (P3) → new features (P2/P3). Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. - ---- - -### 2026-02-27: Added @copilot as Coding Agent -**By:** Marc (via Squad Coordinator) -**What:** Added GitHub Copilot coding agent (@copilot) to the team roster with auto-assign enabled. Capability profile added to team.md with 🟢/🟡/🔴 fit ratings. Instructions installed at `.github/copilot-instructions.md`. Routing updated so Carlos triages issues against the capability profile before assigning `squad:copilot` labels. -**Why:** User requested autonomous issue pickup for suitable tasks. Enables @copilot to pick up 🟢-rated issues without human intervention. - ---- - -### 2026-02-27: Flake8 Cleanup — Variable Naming & Export Conventions -**By:** DevMeister3000 (Core Dev) -**What:** Fixed 14 flake8 warnings (F841, F401, E741, E127) across 8 files. Renamed ambiguous `l` → `low`, added missing `__all__` entries for `accumulation_distribution_zones`, removed unused intermediate variables. -**Why:** Zero flake8 warnings for selected rules. Established conventions: use `high`/`low` for array variables; always add new functions to both `__all__` lists during registration. - ---- - -### 2026-02-27: TBN Chart Plan — Architecture Decision -**By:** Carlos (Lead) -**Issue:** #3 — Improve Trendline Breakout Navigator -**What:** Defined chart layout (3-row: price+trendlines 70%, composite trend 15%, volume 15%), 12 traces, data requirements (BTC/EUR 4h ~365d), and output paths for TBN analysis notebook and docs chart. -**Why:** TBN docs page had no chart image. Plan gives DevMeister3000 an unambiguous implementation spec. Key decisions: trendline values plotted on price chart color-coded by direction, HH/LL/wick markers overlaid, composite trend background shading green/red. - ---- - -### 2026-02-27: TBN Chart Notebook Implementation -**By:** DevMeister3000 (Core Dev) -**Issue:** #3 -**What:** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's spec. PNG output to both `static/images/indicators/` and `docs/static/img/indicators/`. Used `git add -f` for gitignored analysis directory. Composite trend Y-axis hardcoded `[-3.5, 3.5]`. -**Why:** Implements the chart plan. Dual PNG output lets Doc Vader reference the docs copy directly without extra steps. - ---- - -### 2026-02-28T12:00:00Z: TBN Chart Dark Theme Overhaul -**By:** DevMeister3000 (Core Dev) -**Issue:** #3 -**What:** Switched TBN analysis notebook chart from light theme to professional dark theme (#131722 background). Updated all colors, opacities, markers, grid lines, and fonts for dark-background readability. Chart dimensions increased to 1000×1400px. -**Why:** Existing light-themed chart was flagged as wrong/ugly. Dark themes are standard in financial charting tools and provide better contrast for overlaid trendlines and markers. Establishes precedent: future indicator analysis notebooks should use this dark theme palette for visual consistency. diff --git a/.squad/decisions/inbox/.gitkeep b/.squad/decisions/inbox/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/identity/.gitkeep b/.squad/identity/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/identity/now.md b/.squad/identity/now.md deleted file mode 100644 index 30c8903b..00000000 --- a/.squad/identity/now.md +++ /dev/null @@ -1,9 +0,0 @@ ---- -updated_at: 2026-02-25T11:57:08.045Z -focus_area: Initial setup -active_issues: [] ---- - -# What We're Focused On - -Getting started. Updated by coordinator at session start. diff --git a/.squad/identity/wisdom.md b/.squad/identity/wisdom.md deleted file mode 100644 index c40c8ced..00000000 --- a/.squad/identity/wisdom.md +++ /dev/null @@ -1,15 +0,0 @@ ---- -last_updated: 2026-02-25T11:57:08.046Z ---- - -# Team Wisdom - -Reusable patterns and heuristics learned through work. NOT transcripts — each entry is a distilled, actionable insight. - -## Patterns - - - -## Anti-Patterns - - diff --git a/.squad/log/.gitkeep b/.squad/log/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/log/2026-02-27T21-00-00Z-issue-3-tbn-chart.md b/.squad/log/2026-02-27T21-00-00Z-issue-3-tbn-chart.md deleted file mode 100644 index 9ca8a2ab..00000000 --- a/.squad/log/2026-02-27T21-00-00Z-issue-3-tbn-chart.md +++ /dev/null @@ -1,19 +0,0 @@ -# Session Log — Issue #3 TBN Chart - -- **Timestamp:** 2026-02-27T21:00:00Z -- **Topic:** issue-3-tbn-chart -- **Issue:** #3 — Improve Trendline Breakout Navigator -- **Agents:** Carlos (Lead), DevMeister3000 (Core Dev), Doc Vader (DevRel) -- **Branch:** squad/3-improve-tbn-chart - -## Summary - -Carlos analyzed issue #3 and produced a detailed chart plan (3-row plotly layout, 12 traces, BTC/EUR 4h data). DevMeister3000 implemented the TBN analysis notebook following the spec. Doc Vader updated the docs page with the chart image reference. All three agents updated their history.md files and produced decision inbox entries. - -## Artifacts - -- `analysis/indicators/trendline_breakout_navigator.ipynb` (new) -- `analysis/indicators/trendline_breakout_navigator.html` (output) -- `static/images/indicators/trendline_breakout_navigator.png` (output) -- `docs/static/img/indicators/trendline_breakout_navigator.png` (copy) -- `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` (modified) diff --git a/.squad/log/2026-02-28T12-00-00Z-issue-3-tbn-chart-improve.md b/.squad/log/2026-02-28T12-00-00Z-issue-3-tbn-chart-improve.md deleted file mode 100644 index f158ff59..00000000 --- a/.squad/log/2026-02-28T12-00-00Z-issue-3-tbn-chart-improve.md +++ /dev/null @@ -1,19 +0,0 @@ -# Session Log — Issue #3: TBN Chart Improvement - -- **Timestamp:** 2026-02-28T12:00:00Z -- **Issue:** #3 — Improve Trendline Breakout Navigator chart - -## Agents - -| Agent | Task | Status | -|-------|------|--------| -| DevMeister3000 | Dark theme, brighter colors, larger dimensions, regenerate outputs | ✅ Done | -| Doc Vader | Verify docs page accuracy | ✅ Done (no changes) | - -## Outcome - -TBN chart updated to professional dark theme (#131722), brighter trendline colors, white-outlined markers, 1000×1400px. PNG and HTML regenerated. Docs page verified accurate — no edits required. - -## Decision - -Dark theme palette established as precedent for future indicator analysis notebooks (see `decisions.md`). diff --git a/.squad/orchestration-log/.gitkeep b/.squad/orchestration-log/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/orchestration-log/2026-02-27T21-00-00Z-carlos-tbn-chart-plan.md b/.squad/orchestration-log/2026-02-27T21-00-00Z-carlos-tbn-chart-plan.md deleted file mode 100644 index df0c9105..00000000 --- a/.squad/orchestration-log/2026-02-27T21-00-00Z-carlos-tbn-chart-plan.md +++ /dev/null @@ -1,11 +0,0 @@ -# Orchestration Log — Carlos - -- **Timestamp:** 2026-02-27T21:00:00Z -- **Agent:** Carlos (Lead) -- **Model:** claude-sonnet-4.5 -- **Mode:** sync -- **Issue:** #3 — Improve Trendline Breakout Navigator -- **Task:** Analyze issue #3, produce detailed chart plan for TBN analysis notebook. -- **Files read:** `pyindicators/indicators/trendline_breakout_navigator.py`, VWT analysis notebook, `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` -- **Files produced:** `.squad/decisions/inbox/carlos-tbn-chart-plan.md`, `.squad/agents/carlos/history.md` (updated) -- **Outcome:** Delivered 3-row plotly layout spec (price+trendlines 70%, composite trend 15%, volume 15%) with 12 traces, data requirements (BTC/EUR 4h ~365d), output paths, and docs image reference. Spec handed off to DevMeister3000 for implementation. diff --git a/.squad/orchestration-log/2026-02-27T21-00-00Z-devmeister3000-tbn-notebook.md b/.squad/orchestration-log/2026-02-27T21-00-00Z-devmeister3000-tbn-notebook.md deleted file mode 100644 index 59c4f598..00000000 --- a/.squad/orchestration-log/2026-02-27T21-00-00Z-devmeister3000-tbn-notebook.md +++ /dev/null @@ -1,11 +0,0 @@ -# Orchestration Log — DevMeister3000 - -- **Timestamp:** 2026-02-27T21:00:00Z -- **Agent:** DevMeister3000 (Core Dev) -- **Model:** claude-sonnet-4.5 -- **Mode:** background -- **Issue:** #3 — Improve Trendline Breakout Navigator -- **Task:** Implement TBN analysis notebook following Carlos's chart plan. -- **Branch:** squad/3-improve-tbn-chart -- **Files produced:** `analysis/indicators/trendline_breakout_navigator.ipynb`, `.squad/decisions/inbox/devmeister3000-tbn-chart.md`, `.squad/agents/devmeister3000/history.md` (updated) -- **Outcome:** Created notebook with 3-row plotly layout (candlestick+trendlines+markers, composite trend bar chart, volume). Outputs HTML, PNG to `static/images/indicators/` and `docs/static/img/indicators/`. Used `git add -f` for gitignored analysis directory. Stats block prints all 16 TBN stats keys. diff --git a/.squad/orchestration-log/2026-02-27T21-00-00Z-doc-vader-tbn-docs.md b/.squad/orchestration-log/2026-02-27T21-00-00Z-doc-vader-tbn-docs.md deleted file mode 100644 index 81a88df0..00000000 --- a/.squad/orchestration-log/2026-02-27T21-00-00Z-doc-vader-tbn-docs.md +++ /dev/null @@ -1,10 +0,0 @@ -# Orchestration Log — Doc Vader - -- **Timestamp:** 2026-02-27T21:00:00Z -- **Agent:** Doc Vader (DevRel) -- **Model:** claude-sonnet-4.5 -- **Mode:** background -- **Issue:** #3 — Improve Trendline Breakout Navigator -- **Task:** Update TBN docs page with chart image reference. -- **Files modified:** `docs/content/indicators/support-resistance/trendline-breakout-navigator.md`, `.squad/agents/doc-vader/history.md` (updated) -- **Outcome:** Added `![TRENDLINE_BREAKOUT_NAVIGATOR](/img/indicators/trendline_breakout_navigator.png)` to the TBN docs page after the example code block, matching the established chart image convention (UPPER_SNAKE_CASE alt text, `/img/indicators/` path). diff --git a/.squad/orchestration-log/2026-02-28T12-00-00Z-devmeister3000-tbn-chart-improve.md b/.squad/orchestration-log/2026-02-28T12-00-00Z-devmeister3000-tbn-chart-improve.md deleted file mode 100644 index 2aa9cb17..00000000 --- a/.squad/orchestration-log/2026-02-28T12-00-00Z-devmeister3000-tbn-chart-improve.md +++ /dev/null @@ -1,21 +0,0 @@ -# Orchestration Log — DevMeister3000 - -- **Timestamp:** 2026-02-28T12:00:00Z -- **Agent:** DevMeister3000 (Core Dev) -- **Issue:** #3 — Improve Trendline Breakout Navigator chart -- **Task:** Improve TBN chart visuals - -## Summary - -Switched TBN analysis notebook chart to dark theme (#131722 background), updated trendline colors to brighter palette, added white-outlined markers, increased chart dimensions to 1000×1400px. Regenerated PNG and HTML outputs. - -## Files Changed - -- `analysis/indicators/trendline_breakout_navigator.ipynb` — updated chart styling -- `analysis/indicators/trendline_breakout_navigator.html` — regenerated HTML export -- `static/images/indicators/trendline_breakout_navigator.png` — regenerated PNG -- `docs/static/img/indicators/trendline_breakout_navigator.png` — regenerated PNG (docs copy) - -## Status - -✅ Complete diff --git a/.squad/orchestration-log/2026-02-28T12-00-00Z-doc-vader-tbn-docs-verify.md b/.squad/orchestration-log/2026-02-28T12-00-00Z-doc-vader-tbn-docs-verify.md deleted file mode 100644 index ffe67731..00000000 --- a/.squad/orchestration-log/2026-02-28T12-00-00Z-doc-vader-tbn-docs-verify.md +++ /dev/null @@ -1,18 +0,0 @@ -# Orchestration Log — Doc Vader - -- **Timestamp:** 2026-02-28T12:00:00Z -- **Agent:** Doc Vader (DevRel) -- **Issue:** #3 — Improve Trendline Breakout Navigator chart -- **Task:** Verify TBN docs page accuracy - -## Summary - -Verified `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` — chart image reference path is correct, all function signatures and parameters match current code, column descriptions are accurate. No changes needed. - -## Files Verified - -- `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` — correct, no edits required - -## Status - -✅ Complete — no changes needed diff --git a/.squad/routing.md b/.squad/routing.md deleted file mode 100644 index 214d0d82..00000000 --- a/.squad/routing.md +++ /dev/null @@ -1,40 +0,0 @@ -# Routing Rules - -## Default Routes - -| Domain | Primary | Backup | -|--------|---------|--------| -| Architecture, design decisions, code review | Carlos | — | -| Indicator implementation, Python code, porting PineScript | DevMeister3000 | Carlos | -| Tests, edge cases, quality assurance, unittest | ChaosAgent | DevMeister3000 | -| Documentation, Docusaurus, examples, README | Doc Vader | Carlos | -| Session logging, decisions, memory | Scribe | — | -| Work queue, backlog, monitoring | Ralph | — | - -## Keyword Routes - -| Keywords | Route to | -|----------|----------| -| indicator, implement, port, pine, pinescript, algorithm, ema, sma, rsi, macd, pivot, swing, trendline, breakout | DevMeister3000 | -| test, unittest, assert, edge case, coverage, quality | ChaosAgent | -| docs, documentation, docusaurus, markdown, guide, example, tutorial, installation | Doc Vader | -| architecture, design, pattern, refactor, api, structure, review, approve | Carlos | -| backlog, issues, status, board, queue, monitor | Ralph | -| autonomous, copilot, simple fix, single-file, boilerplate | @copilot | - -## Copilot Agent Routing - -When triaging issues, Carlos evaluates against the capability profile in `team.md`: -- **🟢 issues** with `squad:copilot` label → @copilot picks up autonomously -- **🟡 issues** → @copilot works, but PR needs squad review before merge -- **🔴 issues** → route to appropriate squad agent instead - -## Multi-Domain - -When a task spans multiple domains (e.g., "add indicator with tests and docs"), fan out to all relevant agents in parallel. - -## Review Gate - -- Carlos reviews architecture decisions and API changes. -- ChaosAgent reviews all new indicator implementations (test coverage). -- Doc Vader reviews documentation accuracy. diff --git a/.squad/skills/.gitkeep b/.squad/skills/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/skills/squad-conventions/SKILL.md b/.squad/skills/squad-conventions/SKILL.md deleted file mode 100644 index 72eca68e..00000000 --- a/.squad/skills/squad-conventions/SKILL.md +++ /dev/null @@ -1,69 +0,0 @@ ---- -name: "squad-conventions" -description: "Core conventions and patterns used in the Squad codebase" -domain: "project-conventions" -confidence: "high" -source: "manual" ---- - -## Context -These conventions apply to all work on the Squad CLI tool (`create-squad`). Squad is a zero-dependency Node.js package that adds AI agent teams to any project. Understanding these patterns is essential before modifying any Squad source code. - -## Patterns - -### Zero Dependencies -Squad has zero runtime dependencies. Everything uses Node.js built-ins (`fs`, `path`, `os`, `child_process`). Do not add packages to `dependencies` in `package.json`. This is a hard constraint, not a preference. - -### Node.js Built-in Test Runner -Tests use `node:test` and `node:assert/strict` — no test frameworks. Run with `npm test`. Test files live in `test/`. The test command is `node --test test/`. - -### Error Handling — `fatal()` Pattern -All user-facing errors use the `fatal(msg)` function which prints a red `✗` prefix and exits with code 1. Never throw unhandled exceptions or print raw stack traces. The global `uncaughtException` handler calls `fatal()` as a safety net. - -### ANSI Color Constants -Colors are defined as constants at the top of `index.js`: `GREEN`, `RED`, `DIM`, `BOLD`, `RESET`. Use these constants — do not inline ANSI escape codes. - -### File Structure -- `.squad/` — Team state (user-owned, never overwritten by upgrades) -- `.squad/templates/` — Template files copied from `templates/` (Squad-owned, overwritten on upgrade) -- `.github/agents/squad.agent.md` — Coordinator prompt (Squad-owned, overwritten on upgrade) -- `templates/` — Source templates shipped with the npm package -- `.squad/skills/` — Team skills in SKILL.md format (user-owned) -- `.squad/decisions/inbox/` — Drop-box for parallel decision writes - -### Windows Compatibility -Always use `path.join()` for file paths — never hardcode `/` or `\` separators. Squad must work on Windows, macOS, and Linux. All tests must pass on all platforms. - -### Init Idempotency -The init flow uses a skip-if-exists pattern: if a file or directory already exists, skip it and report "already exists." Never overwrite user state during init. The upgrade flow overwrites only Squad-owned files. - -### Copy Pattern -`copyRecursive(src, target)` handles both files and directories. It creates parent directories with `{ recursive: true }` and uses `fs.copyFileSync` for files. - -## Examples - -```javascript -// Error handling -function fatal(msg) { - console.error(`${RED}✗${RESET} ${msg}`); - process.exit(1); -} - -// File path construction (Windows-safe) -const agentDest = path.join(dest, '.github', 'agents', 'squad.agent.md'); - -// Skip-if-exists pattern -if (!fs.existsSync(ceremoniesDest)) { - fs.copyFileSync(ceremoniesSrc, ceremoniesDest); - console.log(`${GREEN}✓${RESET} .squad/ceremonies.md`); -} else { - console.log(`${DIM}ceremonies.md already exists — skipping${RESET}`); -} -``` - -## Anti-Patterns -- **Adding npm dependencies** — Squad is zero-dep. Use Node.js built-ins only. -- **Hardcoded path separators** — Never use `/` or `\` directly. Always `path.join()`. -- **Overwriting user state on init** — Init skips existing files. Only upgrade overwrites Squad-owned files. -- **Raw stack traces** — All errors go through `fatal()`. Users see clean messages, not stack traces. -- **Inline ANSI codes** — Use the color constants (`GREEN`, `RED`, `DIM`, `BOLD`, `RESET`). diff --git a/.squad/team.md b/.squad/team.md deleted file mode 100644 index d021701d..00000000 --- a/.squad/team.md +++ /dev/null @@ -1,60 +0,0 @@ -# PyIndicators — Squad Team - -## Project Context - -- **Project:** PyIndicators -- **Owner:** marcvanduyn -- **Description:** A powerful and user-friendly Python library for financial technical analysis indicators, metrics and helper functions for pandas and polars dataframes. Written entirely in Python with no external dependencies. -- **Stack:** Python, pandas, polars, Docusaurus (docs) -- **Repo:** CodingKitties/PyIndicators - -## Members - -| Name | Role | Specialty | Emoji | -|------|------|-----------|-------| -| Marc | Owner / PM | Project owner, direction, final say | 👤 Human | -| Carlos | Lead | Architecture, code review, decisions | 🏗️ | -| DevMeister3000 | Core Dev | Indicator implementations, Python | 🔧 | -| ChaosAgent | Tester | Tests, quality, edge cases | 🧪 | -| Doc Vader | DevRel | Docusaurus docs, examples, guides | 📝 | -| @copilot | Coding Agent | Autonomous issue pickup, PRs | 🤖 | -| Scribe | (silent) | Memory, decisions, session logs | 📋 | -| Ralph | (monitor) | Work queue, backlog, keep-alive | 🔄 | - - - -## Issue Source - -- **Repository:** `coding-kitties/PyIndicators` -- **Connected:** 2026-02-27 -- **Filters:** All open issues - -## PRD - -- **Source:** `/Users/marcvanduyn/Projects/CodingKitties/PyIndicators/PRD.md` -- **Ingested:** 2026-02-27 -- **Status:** Decomposed → 70 work items in `.squad/work-items.md` - -## Coding Agent — Capabilities - -| Task Type | Fit | Notes | -|-----------|-----|-------| -| Single-file indicator implementation | 🟢 | Follows established pattern | -| Writing unittest test suites | 🟢 | Straightforward from existing examples | -| Single-file bug fixes | 🟢 | Scoped, low risk | -| Documentation pages (Docusaurus md) | 🟢 | Template-driven | -| README updates | 🟢 | Text edits | -| Multi-file refactors | 🟡 | Needs squad review | -| New indicator with complex math (porting PineScript) | 🟡 | Logic correctness needs review | -| Architecture changes (new module structure) | 🔴 | Requires Carlos (Lead) decision | -| Docusaurus config / sidebar changes | 🔴 | Risk of breaking docs build | -| Release management / versioning | 🔴 | Needs human approval | - -## Tech Stack - -- **Language:** Python 3.12+ -- **DataFrame support:** pandas, polars -- **Testing:** unittest -- **Documentation:** Docusaurus -- **Build:** pyproject.toml -- **No external dependencies** for core library diff --git a/.squad/templates/.gitkeep b/.squad/templates/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/templates/improve-chart-issue.yml b/.squad/templates/improve-chart-issue.yml deleted file mode 100644 index bc9bcc7c..00000000 --- a/.squad/templates/improve-chart-issue.yml +++ /dev/null @@ -1,115 +0,0 @@ -name: "📊 Improve Documentation Chart" -description: "Request an improved or new chart for an indicator's documentation page" -title: "[Chart] " -labels: ["squad", "docs", "chart"] -body: - - type: markdown - attributes: - value: | - ## Documentation Chart Improvement - Use this template to request a new or improved chart for an indicator's documentation page. - **Include reference screenshots** showing what the chart should look like. - - - type: input - id: indicator-name - attributes: - label: Indicator Name - description: "Which indicator's documentation needs a chart update?" - placeholder: "e.g., SuperTrend, RSI, Trendline Breakout Navigator" - validations: - required: true - - - type: input - id: docs-page - attributes: - label: Current Docs Page - description: "Path to the existing docs page (if it exists)" - placeholder: "e.g., docs/content/indicators/trend/supertrend.md" - validations: - required: false - - - type: dropdown - id: chart-type - attributes: - label: What needs to happen? - options: - - Add a new chart (no chart exists yet) - - Replace existing chart (current one is wrong or ugly) - - Add additional chart (show a different view or timeframe) - - Fix chart rendering issue - validations: - required: true - - - type: textarea - id: reference-chart - attributes: - label: Reference Chart(s) - description: | - **Paste or drag & drop screenshots** of what the chart should look like. - Include charts from TradingView, other platforms, or hand-drawn sketches — anything that shows the desired result. - placeholder: "Drag and drop images here..." - validations: - required: true - - - type: textarea - id: chart-description - attributes: - label: Chart Description - description: | - **Describe the chart in detail** — agents may not always be able to see images. - Include: what data is shown, what the indicator lines/zones look like, colors, key visual features. - placeholder: | - - Chart type: Candlestick with overlay - - Indicator display: Two bands (upper green, lower red) with fill between them - - Signals: Triangle markers at crossover points - - Timeframe shown: 6 months of daily data - - The chart should clearly show a trend reversal around the middle - - ... - validations: - required: true - - - type: textarea - id: data-source - attributes: - label: Data Source - description: "What data should the chart use?" - placeholder: | - - Asset: BTC/USD - - Timeframe: Daily - - Date range: 2024-01-01 to 2024-12-31 - - Or: use existing test data from resources/data/ - validations: - required: false - - - type: textarea - id: chart-requirements - attributes: - label: Chart Requirements - description: "Any specific requirements for the chart?" - placeholder: | - - Library: plotly (for interactive) or matplotlib (for static) - - Include: buy/sell signal annotations - - Color scheme: green for bullish, red for bearish - - Export as: static image for docs + interactive HTML - validations: - required: false - - - type: checkboxes - id: deliverables - attributes: - label: Deliverables - description: "What needs to be delivered?" - options: - - label: "Static chart image for docs page (PNG/SVG in `static/images/`)" - - label: "Update docs page to include the chart" - - label: "Analysis notebook with interactive plotly chart" - - label: "HTML export of interactive chart" - - - type: textarea - id: additional-context - attributes: - label: Additional Context - description: "Anything else? What's wrong with the current chart? Specific style preferences?" - placeholder: "Optional additional context..." - validations: - required: false diff --git a/.squad/templates/new-indicator-issue.md b/.squad/templates/new-indicator-issue.md deleted file mode 100644 index 4af0b525..00000000 --- a/.squad/templates/new-indicator-issue.md +++ /dev/null @@ -1,60 +0,0 @@ -## New Indicator Request - -### Indicator Name - - - -### Category - - - -### Description - - - -### Reference Chart(s) - - - - -### Chart Description - - - -- **Timeframe:** -- **Asset:** -- **What's shown:** - - -### Parameters - - -| Parameter | Type | Default | Description | -|-----------|------|---------|-------------| -| `period` | int | 14 | Lookback period | -| `source_column` | str | 'Close' | Source column | - - -### Source / Reference - - - -### Expected Output Columns - - -- `indicator_value`: -- `indicator_signal`: - - -### Deliverables Checklist - -- [ ] Implementation in `pyindicators/indicators/` (pandas + polars support) -- [ ] Exports in `__init__.py` and `__all__` -- [ ] Unit tests in `tests/indicators/` (pandas, polars, edge cases) -- [ ] Documentation page in `docs/content/indicators/` with chart image -- [ ] Sidebar registration in `docs/sidebars.js` -- [ ] Entry in README.md features list -- [ ] Analysis notebook in `analysis/indicators/` with plotly chart - -### Additional Context - diff --git a/.squad/templates/new-indicator-issue.yml b/.squad/templates/new-indicator-issue.yml deleted file mode 100644 index f03a0b39..00000000 --- a/.squad/templates/new-indicator-issue.yml +++ /dev/null @@ -1,140 +0,0 @@ -name: "🔧 New Indicator" -description: "Request a new technical indicator implementation" -title: "[Indicator] " -labels: ["squad", "indicator"] -body: - - type: markdown - attributes: - value: | - ## New Indicator Request - Use this template to request a new indicator for PyIndicators. - **Include chart screenshots** showing the expected output — the team needs visual references to reproduce the behavior accurately. - - - type: input - id: indicator-name - attributes: - label: Indicator Name - description: "The name of the indicator (e.g., Parabolic SAR, Ichimoku Cloud)" - placeholder: "e.g., VWAP (Volume Weighted Average Price)" - validations: - required: true - - - type: dropdown - id: category - attributes: - label: Category - description: "Which category does this indicator belong to?" - options: - - Trend - - Momentum - - Volatility - - Support & Resistance - - Pattern Recognition - - Volume - - Helpers / Utilities - validations: - required: true - - - type: textarea - id: description - attributes: - label: Description - description: "What does this indicator do? How is it used in trading?" - placeholder: "Describe the indicator's purpose, what it measures, and typical use cases..." - validations: - required: true - - - type: textarea - id: reference-chart - attributes: - label: Reference Chart(s) - description: | - **Paste or drag & drop chart screenshots** showing the expected indicator output. - Include charts from TradingView, PineScript, or any other platform. - The more visual references, the better — these are used to verify the implementation. - placeholder: "Drag and drop images here, or paste image URLs..." - validations: - required: true - - - type: textarea - id: chart-description - attributes: - label: Chart Description - description: | - **Describe what the chart(s) show** — agents may not always be able to see images. - Include: timeframe, asset, what lines/zones/signals are visible, colors, behavior at key points. - placeholder: | - - Timeframe: Daily - - Asset: BTC/USD - - The indicator shows a green line above price during downtrends and red line below during uptrends - - Signals are marked with triangles at crossover points - - ... - validations: - required: true - - - type: textarea - id: parameters - attributes: - label: Parameters - description: "List the indicator's parameters with types and defaults" - placeholder: | - - `period` (int, default=14): Lookback period - - `multiplier` (float, default=2.0): ATR multiplier - - `source` (str, default='Close'): Source column - value: | - - `period` (int, default=14): - - `source_column` (str, default='Close'): - validations: - required: false - - - type: textarea - id: source-reference - attributes: - label: Source / Reference - description: "Link to PineScript source, academic paper, or reference implementation" - placeholder: "e.g., https://www.tradingview.com/script/... or a PineScript code block" - validations: - required: false - - - type: textarea - id: output-columns - attributes: - label: Expected Output Columns - description: "What columns should the indicator add to the DataFrame?" - placeholder: | - - `indicator_value`: Main indicator line - - `indicator_signal`: Buy/sell signal (1, -1, 0) - - `indicator_upper`: Upper band - - `indicator_lower`: Lower band - validations: - required: false - - - type: checkboxes - id: deliverables - attributes: - label: Deliverables Checklist - description: "A complete indicator requires ALL of the following. The squad will handle each." - options: - - label: "Implementation in `pyindicators/indicators/` (pandas + polars support)" - required: true - - label: "Exports in `__init__.py` and `__all__`" - required: true - - label: "Unit tests in `tests/indicators/` (pandas, polars, edge cases)" - required: true - - label: "Documentation page in `docs/content/indicators/` with chart image" - required: true - - label: "Sidebar registration in `docs/sidebars.js`" - required: true - - label: "Entry in README.md features list" - required: true - - label: "Analysis notebook in `analysis/indicators/` with plotly chart" - required: true - - - type: textarea - id: additional-context - attributes: - label: Additional Context - description: "Anything else? Special edge cases, related indicators, priority notes..." - placeholder: "Optional additional context..." - validations: - required: false diff --git a/.squad/work-items.md b/.squad/work-items.md deleted file mode 100644 index c87dc619..00000000 --- a/.squad/work-items.md +++ /dev/null @@ -1,138 +0,0 @@ -# PyIndicators — Work Items Decomposition - -> Decomposed from [PRD.md](../PRD.md) by Carlos (Lead) on 2026-02-27. - -## Summary - -| Phase | Total Items | P0 | P1 | P2 | P3 | -|-------|-------------|----|----|----|----| -| Phase 1 — Test Coverage | 14 | 8 | 3 | 3 | 0 | -| Phase 2 — Documentation | 11 | 0 | 9 | 2 | 0 | -| Phase 3 — README & Onboarding | 5 | 1 | 2 | 2 | 0 | -| Phase 4 — Analysis Notebooks | 29 | 0 | 0 | 0 | 29 | -| Phase 5 — New Indicators | 11 | 0 | 0 | 5 | 6 | -| **Total** | **70** | **9** | **14** | **12** | **35** | - ---- - -## Phase 1 — Test Coverage (Critical) - -Every indicator must have tests covering Pandas input/output, Polars input/output, and edge cases. - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 1.01 | Write tests for `average_true_range.py` (ATR) | ChaosAgent | P0 | None | S | Classic volatility indicator, simple I/O | -| 1.02 | Write tests for `commodity_channel_index.py` (CCI) | ChaosAgent | P0 | None | S | Classic momentum indicator | -| 1.03 | Write tests for `rate_of_change.py` (ROC) | ChaosAgent | P0 | None | S | Classic momentum indicator | -| 1.04 | Write tests for `liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic, needs realistic OHLCV data | -| 1.05 | Write tests for `buyside_sellside_liquidity.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.06 | Write tests for `pure_price_action_liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.07 | Write tests for `liquidity_pools.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.08 | Write tests for `liquidity_levels_voids.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.09 | Write tests for `pulse_mean_accelerator.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | -| 1.10 | Write tests for `equal_highs_lows.py` | ChaosAgent | P1 | None | M | Medium-priority S/R indicator | -| 1.11 | Write tests for `volume_weighted_trend.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | -| 1.12 | Write tests for `is_down_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | -| 1.13 | Write tests for `is_up_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | -| 1.14 | Write tests for `up_and_down_trends.py` | ChaosAgent | P2 | None | S | Simple helper utility | - ---- - -## Phase 2 — Documentation Completeness (High) - -Add missing doc pages and ensure sidebar registration. - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 2.01 | Create doc page for Volume Gated Trend Ribbon | Doc Vader | P1 | None | S | Category: Trend. Follow `docs/content/indicators/trend/` pattern | -| 2.02 | Create doc page for Commodity Channel Index (CCI) | Doc Vader | P1 | None | S | Category: Momentum | -| 2.03 | Create doc page for Rate of Change (ROC) | Doc Vader | P1 | None | S | Category: Momentum | -| 2.04 | Create doc page for Equal Highs / Lows | Doc Vader | P1 | None | S | Category: Support & Resistance | -| 2.05 | Create doc page for Swing Structure | Doc Vader | P1 | None | S | Category: Support & Resistance | -| 2.06 | Create doc page for Trendline Breakout Navigator | Doc Vader | P1 | None | S | Category: Support & Resistance | -| 2.07 | Create doc page for Up and Downtrends | Doc Vader | P1 | None | S | Category: Helpers | -| 2.08 | Register all 7 new doc pages in `docs/sidebars.js` | Doc Vader | P1 | 2.01–2.07 | S | Must update sidebar config | -| 2.09 | Document missing utility functions (`is_below`, `is_above`, `get_slope`, etc.) | Doc Vader | P1 | None | S | Only `has_any_lower_then_threshold` currently documented | -| 2.10 | Update README features list to include all 16 missing indicators | Doc Vader | P2 | None | S | See PRD §4.3 list | -| 2.11 | Fix "no external dependencies" claim in README and `pyproject.toml` | Doc Vader | P2 | None | S | Replace with accurate description | - ---- - -## Phase 3 — README & Onboarding (Medium) - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 3.01 | Fix "no external dependencies" metadata discrepancy | Doc Vader | P0 | None | S | Misleads users; fix in README + pyproject.toml description | -| 3.02 | Add "Quick Start" section with minimal end-to-end example | Doc Vader | P1 | None | S | Show install → import → compute → inspect | -| 3.03 | Restructure README: reduce inline API docs, link to Docusaurus site | Doc Vader | P1 | 2.01–2.09 | M | Depends on docs being complete first | -| 3.04 | Add badges (PyPI version, test status, docs link) | Doc Vader | P2 | None | S | Standard OSS project hygiene | -| 3.05 | Add CONTRIBUTING.md with indicator authoring guide | Doc Vader | P2 | None | M | Guide contributors on patterns from PRD §7 | - ---- - -## Phase 4 — Analysis Notebooks (Low / Nice-to-have) - -All items are P3. No dependencies unless noted. Owner: Doc Vader. Complexity: S each. - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 4.01 | Create notebook for Simple Moving Average (SMA) | Doc Vader | P3 | None | S | Classic trend | -| 4.02 | Create notebook for Weighted Moving Average (WMA) | Doc Vader | P3 | None | S | Classic trend | -| 4.03 | Create notebook for Exponential Moving Average (EMA) | Doc Vader | P3 | None | S | Classic trend | -| 4.04 | Create notebook for SuperTrend | Doc Vader | P3 | None | S | Popular trend indicator | -| 4.05 | Create notebook for Volume Gated Trend Ribbon | Doc Vader | P3 | None | S | | -| 4.06 | Create notebook for MACD | Doc Vader | P3 | None | S | High-value classic | -| 4.07 | Create notebook for RSI | Doc Vader | P3 | None | S | High-value classic | -| 4.08 | Create notebook for Wilders RSI | Doc Vader | P3 | None | S | | -| 4.09 | Create notebook for Williams %R | Doc Vader | P3 | None | S | | -| 4.10 | Create notebook for ADX | Doc Vader | P3 | None | S | | -| 4.11 | Create notebook for Stochastic Oscillator | Doc Vader | P3 | None | S | | -| 4.12 | Create notebook for Momentum Confluence | Doc Vader | P3 | None | S | | -| 4.13 | Create notebook for Commodity Channel Index (CCI) | Doc Vader | P3 | 1.02 | S | Needs working impl + tests first | -| 4.14 | Create notebook for Rate of Change (ROC) | Doc Vader | P3 | 1.03 | S | Needs working impl + tests first | -| 4.15 | Create notebook for Bollinger Bands | Doc Vader | P3 | None | S | High-value classic | -| 4.16 | Create notebook for Average True Range (ATR) | Doc Vader | P3 | 1.01 | S | | -| 4.17 | Create notebook for Moving Average Envelope | Doc Vader | P3 | None | S | | -| 4.18 | Create notebook for Nadaraya-Watson Envelope | Doc Vader | P3 | None | S | | -| 4.19 | Create notebook for Fibonacci Retracement | Doc Vader | P3 | None | S | | -| 4.20 | Create notebook for Golden Zone | Doc Vader | P3 | None | S | | -| 4.21 | Create notebook for Fair Value Gap | Doc Vader | P3 | None | S | | -| 4.22 | Create notebook for Order Blocks | Doc Vader | P3 | None | S | | -| 4.23 | Create notebook for Market Structure | Doc Vader | P3 | None | S | | -| 4.24 | Create notebook for Divergence | Doc Vader | P3 | None | S | | -| 4.25 | Create notebook for Accumulation Distribution Zones | Doc Vader | P3 | None | S | | -| 4.26 | Create notebook for Volume Imbalance | Doc Vader | P3 | None | S | | -| 4.27 | Create notebook for Opening Gap | Doc Vader | P3 | None | S | | -| 4.28 | Create notebook for Strong / Weak High / Low | Doc Vader | P3 | None | S | | -| 4.29 | Create notebook for Trendline Breakout Navigator | Doc Vader | P3 | None | S | | - ---- - -## Phase 5 — New Indicators (Backlog) - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 5.01 | Implement VWAP (Volume Weighted Average Price) | DevMeister3000 | P2 | Phase 1 done | M | Essential for intraday; high user demand | -| 5.02 | Implement Ichimoku Cloud | DevMeister3000 | P2 | Phase 1 done | L | Commonly requested; multiple output lines | -| 5.03 | Implement Pivot Points (Standard, Camarilla, Woodie) | DevMeister3000 | P2 | Phase 1 done | M | Classic S/R levels | -| 5.04 | Implement Keltner Channels | DevMeister3000 | P2 | 1.01 (ATR tests) | M | Depends on ATR being fully tested | -| 5.05 | Implement Donchian Channels | DevMeister3000 | P2 | Phase 1 done | S | Simple breakout detection | -| 5.06 | Implement Parabolic SAR | DevMeister3000 | P3 | Phase 1 done | M | Trend reversal | -| 5.07 | Implement Heikin-Ashi Candles | DevMeister3000 | P3 | Phase 1 done | S | Trend-smoothing candle type | -| 5.08 | Implement On-Balance Volume (OBV) | DevMeister3000 | P3 | Phase 1 done | S | Volume-based trend confirmation | -| 5.09 | Implement Chaikin Money Flow | DevMeister3000 | P3 | Phase 1 done | S | Volume/momentum hybrid | -| 5.10 | Run type annotations audit across all public APIs | DevMeister3000 | P3 | Phase 1 done | M | Ensure full type hints | -| 5.11 | Create performance benchmark suite (pandas vs polars) | DevMeister3000 | P3 | Phase 1 done | M | Comparative benchmarks | - ---- - -## Execution Order Recommendation - -1. **Immediate (P0):** Items 1.01–1.08 (8 high-priority test gaps) + 3.01 (metadata fix) — these block quality confidence. -2. **Next sprint (P1):** Remaining tests (1.09–1.11) + all doc pages (2.01–2.09) + README quick start (3.02) + README restructure (3.03). -3. **Following sprint (P2):** README features update (2.10–2.11) + badges (3.04) + CONTRIBUTING.md (3.05) + top new indicators (5.01–5.05). -4. **Backlog (P3):** Phase 4 notebooks + remaining Phase 5 indicators + type audit + benchmarks. - ---- - -*Generated by Carlos (Lead) — 2026-02-27* diff --git a/pyindicators/indicators/momentum_cycle_sentry.py b/pyindicators/indicators/momentum_cycle_sentry.py index 011e7200..62a30992 100644 --- a/pyindicators/indicators/momentum_cycle_sentry.py +++ b/pyindicators/indicators/momentum_cycle_sentry.py @@ -387,11 +387,17 @@ def get_momentum_cycle_sentry_stats( "bullish_pct": round(bull / total * 100, 1) if total > 0 else 0.0, "bearish_pct": round(bear / total * 100, 1) if total > 0 else 0.0, "retracing_bars": retrace_count, - "retracing_pct": round(retrace_count / total * 100, 1) if total > 0 else 0.0, + "retracing_pct": ( + round(retrace_count / total * 100, 1) + if total > 0 else 0.0 + ), "overbought_bars": ob_bars, "oversold_bars": os_bars, "max_momentum": round(float(p1.max()), 4) if len(p1) > 0 else 0.0, "min_momentum": round(float(p1.min()), 4) if len(p1) > 0 else 0.0, - "avg_momentum": round(float(p1.abs().mean()), 4) if len(p1) > 0 else 0.0, + "avg_momentum": ( + round(float(p1.abs().mean()), 4) + if len(p1) > 0 else 0.0 + ), "zero_crossings": crossings, } diff --git a/pyindicators/indicators/range_intelligence.py b/pyindicators/indicators/range_intelligence.py index 65704fe1..ff0b0264 100644 --- a/pyindicators/indicators/range_intelligence.py +++ b/pyindicators/indicators/range_intelligence.py @@ -160,10 +160,12 @@ def _build_volume_profile( bar_vol = volume[i] if not np.isnan(volume[i]) else 1.0 is_bull = close[i] >= opn[i] - min_bin = max(0, min(vp_rows - 1, - int(np.floor((bar_low - range_low) / bin_height)))) - max_bin = max(0, min(vp_rows - 1, - int(np.floor((bar_high - range_low) / bin_height)))) + min_bin = max(0, min(vp_rows - 1, int( + np.floor((bar_low - range_low) + / bin_height)))) + max_bin = max(0, min(vp_rows - 1, int( + np.floor((bar_high - range_low) + / bin_height)))) bins_covered = max_bin - min_bin + 1 vol_share = bar_vol / bins_covered if bins_covered > 0 else 0.0 @@ -315,15 +317,22 @@ def _vol_sum(start: int, end: int) -> float: buy_bins[:] = 0.0 sell_bins[:] = 0.0 net_delta_acc = 0.0 - bin_height = (r_high - r_low) / vp_rows if r_high > r_low else 1e-10 + bin_height = ( + (r_high - r_low) / vp_rows + if r_high > r_low else 1e-10 + ) for j in range(r_start, i + 1): bar_vol = vol[j] if not np.isnan(vol[j]) else 1.0 is_bull = close[j] >= opn[j] - min_bin = max(0, min(vp_rows - 1, - int(np.floor((low[j] - r_low) / bin_height)))) - max_bin = max(0, min(vp_rows - 1, - int(np.floor((high[j] - r_low) / bin_height)))) + min_bin = max( + 0, min(vp_rows - 1, int( + np.floor((low[j] - r_low) + / bin_height)))) + max_bin = max( + 0, min(vp_rows - 1, int( + np.floor((high[j] - r_low) + / bin_height)))) bc = max_bin - min_bin + 1 vs = bar_vol / bc if bc > 0 else 0.0 for b in range(min_bin, max_bin + 1): @@ -347,15 +356,20 @@ def _vol_sum(start: int, end: int) -> float: # ── Update active range ────────────────────────────────── if range_active: - bin_height = (r_high - r_low) / vp_rows if r_high > r_low else 1e-10 + bin_height = ( + (r_high - r_low) / vp_rows + if r_high > r_low else 1e-10 + ) # Accumulate current bar volume bar_vol = vol[i] if not np.isnan(vol[i]) else 1.0 is_bull = close[i] >= opn[i] min_bin = max(0, min(vp_rows - 1, int(np.floor((low[i] - r_low) / bin_height)))) - max_bin = max(0, min(vp_rows - 1, - int(np.floor((high[i] - r_low) / bin_height)))) + max_bin = max( + 0, min(vp_rows - 1, int( + np.floor((high[i] - r_low) + / bin_height)))) bc = max_bin - min_bin + 1 vs = bar_vol / bc if bc > 0 else 0.0 for b in range(min_bin, max_bin + 1): @@ -386,7 +400,11 @@ def _vol_sum(start: int, end: int) -> float: (duration / length) * 50.0 + (abs(net_delta_acc) / recent_vol) * 50.0) - state_str = "Accumulation" if net_delta_acc >= 0 else "Distribution" + state_str = ( + "Accumulation" + if net_delta_acc >= 0 + else "Distribution" + ) # Write row output out_active[i] = 1 diff --git a/pyindicators/indicators/strong_weak_high_low.py b/pyindicators/indicators/strong_weak_high_low.py index 85806cec..6d27f1c8 100644 --- a/pyindicators/indicators/strong_weak_high_low.py +++ b/pyindicators/indicators/strong_weak_high_low.py @@ -223,9 +223,15 @@ def get_strong_weak_high_low_stats( high_mask = data[sw_high_column] == 1 low_mask = data[sw_low_column] == 1 - strong_h = int((data.loc[high_mask, sw_high_type_column] == "Strong").sum()) if sh else 0 + strong_h = int( + (data.loc[high_mask, sw_high_type_column] + == "Strong").sum() + ) if sh else 0 weak_h = sh - strong_h - strong_l = int((data.loc[low_mask, sw_low_type_column] == "Strong").sum()) if sl else 0 + strong_l = int( + (data.loc[low_mask, sw_low_type_column] + == "Strong").sum() + ) if sl else 0 weak_l = sl - strong_l return { @@ -345,8 +351,14 @@ def _compute_sw( last_sh_price = h[i] # Volume percentage - if not np.isnan(last_low_vol) and (last_high_vol + last_low_vol) > 0: - sh_vp[i] = round(last_high_vol / (last_high_vol + last_low_vol) * 100, 1) + if ( + not np.isnan(last_low_vol) + and (last_high_vol + last_low_vol) > 0 + ): + sh_vp[i] = round( + last_high_vol + / (last_high_vol + last_low_vol) + * 100, 1) if piv_lows[i]: sl_flag[i] = 1 @@ -364,8 +376,14 @@ def _compute_sw( last_sl_price = low[i] # Volume percentage - if not np.isnan(last_high_vol) and (last_high_vol + last_low_vol) > 0: - sl_vp[i] = round(last_low_vol / (last_high_vol + last_low_vol) * 100, 1) + if ( + not np.isnan(last_high_vol) + and (last_high_vol + last_low_vol) > 0 + ): + sl_vp[i] = round( + last_low_vol + / (last_high_vol + last_low_vol) + * 100, 1) # Equilibrium if not np.isnan(last_sh_price) and not np.isnan(last_sl_price): diff --git a/pyindicators/indicators/trendline_breakout_navigator.py b/pyindicators/indicators/trendline_breakout_navigator.py index 38e09480..5e5d0987 100644 --- a/pyindicators/indicators/trendline_breakout_navigator.py +++ b/pyindicators/indicators/trendline_breakout_navigator.py @@ -225,7 +225,6 @@ def _compute_single_timeframe( slope = (v - tl_cp_price) / max(x - tl_cp_idx, 1) # Line direction is down and wick breaks or first LH - if (v < tl_y1 + slope * (x - tl_x1) and (v > tl_y2 + slope * (bar - tl_x2) or not tl_slope_set)): @@ -521,7 +520,7 @@ def trendline_breakout_navigator( DataFrame with added columns: - ``tbn_trend_long`` / ``tbn_trend_medium`` / ``tbn_trend_short`` - — trend direction per timeframe: 1 bullish, −1 bearish, 0 undetermined + -- trend direction per TF: 1 bull, -1 bear, 0 undetermined - ``tbn_value_long`` / ``tbn_value_medium`` / ``tbn_value_short`` — projected trendline price per timeframe (NaN when no active line) - ``tbn_slope_long`` / ``tbn_slope_medium`` / ``tbn_slope_short`` diff --git a/pyindicators/indicators/volumetric_supply_demand_zones.py b/pyindicators/indicators/volumetric_supply_demand_zones.py index 3e92d883..c8c77fd7 100644 --- a/pyindicators/indicators/volumetric_supply_demand_zones.py +++ b/pyindicators/indicators/volumetric_supply_demand_zones.py @@ -101,7 +101,8 @@ class _SDZone: # Helper: pivot detection # # ------------------------------------------------------------------ # def _pivot_high(high: np.ndarray, length: int) -> np.ndarray: - """Return array with pivot-high price at confirmation bar, NaN elsewhere.""" + """Return array with pivot-high price at confirmation + bar, NaN elsewhere.""" n = len(high) result = np.full(n, np.nan) @@ -249,7 +250,11 @@ def _build_volume_profile( row_delta = row_buy - row_sell total_delta = float(np.sum(row_delta)) - max_abs_delta = np.max(np.abs(row_delta)) if np.max(np.abs(row_delta)) > 0 else 1.0 + max_abs_delta = ( + np.max(np.abs(row_delta)) + if np.max(np.abs(row_delta)) > 0 + else 1.0 + ) # Build profile rows profile = [] @@ -482,8 +487,12 @@ def _volumetric_supply_demand_zones_pandas( if nearest_demand is not None and nearest_supply is not None: # Output whichever is closer to current price mid = (high[i] + low[i]) / 2 - d_dist = abs(mid - (nearest_demand.zone_top + nearest_demand.zone_bottom) / 2) - s_dist = abs(mid - (nearest_supply.zone_top + nearest_supply.zone_bottom) / 2) + d_dist = abs(mid - ( + nearest_demand.zone_top + + nearest_demand.zone_bottom) / 2) + s_dist = abs(mid - ( + nearest_supply.zone_top + + nearest_supply.zone_bottom) / 2) primary = nearest_demand if d_dist <= s_dist else nearest_supply elif nearest_demand is not None: primary = nearest_demand @@ -645,19 +654,30 @@ def _try_merge( for r in range(len(existing.profile)): existing.profile[r].width_pct = ( - existing.profile[r].volume / max_vol if max_vol > 0 else 0.5 + existing.profile[r].volume + / max_vol + if max_vol > 0 else 0.5 ) existing.profile[r].is_poc = (r == poc_idx) # Merge delta rows - for r in range(min(len(existing.delta_profile), len(new_zone.delta_profile))): - existing.delta_profile[r].delta += new_zone.delta_profile[r].delta + for r in range(min( + len(existing.delta_profile), + len(new_zone.delta_profile), + )): + existing.delta_profile[r].delta += ( + new_zone.delta_profile[r].delta + ) existing.delta_profile[r].is_positive = ( existing.delta_profile[r].delta >= 0 ) # Update POC - row_height = (existing.zone_top - existing.zone_bottom) / len(existing.profile) + row_height = ( + (existing.zone_top + - existing.zone_bottom) + / len(existing.profile) + ) existing.poc_price = ( existing.zone_bottom + poc_idx * row_height + row_height / 2 ) @@ -753,7 +773,8 @@ def volumetric_supply_demand_zones( """ if mitigation_type not in ("Wick", "Close"): raise PyIndicatorException( - f"mitigation_type must be 'Wick' or 'Close', got '{mitigation_type}'" + "mitigation_type must be 'Wick' or " + f"'Close', got '{mitigation_type}'" ) if isinstance(data, PdDataFrame): diff --git a/pyindicators/indicators/z_score_predictive_zones.py b/pyindicators/indicators/z_score_predictive_zones.py index f13b870d..8959277b 100644 --- a/pyindicators/indicators/z_score_predictive_zones.py +++ b/pyindicators/indicators/z_score_predictive_zones.py @@ -26,7 +26,8 @@ zspz_sup_band_low - Support band low (price space, VWMA smoothed) zspz_rsi_ma - EMA of RSI (for gradient coloring) zspz_long_signal - 1 when price first enters support band, 0 otherwise - zspz_short_signal - 1 when price first enters resistance band, 0 otherwise + zspz_short_signal - 1 when price first enters + resistance band, 0 otherwise zspz_signal - +1 for long, -1 for short, 0 otherwise """ from typing import Union, Dict From daa4a2be4f8a12aba0d9835ad65f8cce950d7930 Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Sat, 28 Feb 2026 12:23:15 +0100 Subject: [PATCH 09/21] fix: add missing choch_plus columns to TestGetChochBosStats test data The test setUp was missing choch_plus_bullish and choch_plus_bearish columns that get_choch_bos_stats() expects. Also updated assertions to cover choch_plus counts and total_choch_plus key. Pre-existing bug on main (not introduced by this PR). --- tests/indicators/test_market_structure.py | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/tests/indicators/test_market_structure.py b/tests/indicators/test_market_structure.py index 6ada4bed..ee28e3c3 100644 --- a/tests/indicators/test_market_structure.py +++ b/tests/indicators/test_market_structure.py @@ -334,6 +334,8 @@ def setUp(self): self.df = pd.DataFrame({ 'choch_bullish': [0, 1, 0, 1, 0], 'choch_bearish': [1, 0, 1, 0, 0], + 'choch_plus_bullish': [0, 0, 0, 1, 0], + 'choch_plus_bearish': [0, 1, 0, 0, 0], 'bos_bullish': [0, 0, 1, 0, 1], 'bos_bearish': [1, 0, 0, 1, 0] }) @@ -348,8 +350,10 @@ def test_get_choch_bos_stats_keys(self): result = get_choch_bos_stats(self.df) expected_keys = [ 'choch_bullish_count', 'choch_bearish_count', + 'choch_plus_bullish_count', + 'choch_plus_bearish_count', 'bos_bullish_count', 'bos_bearish_count', - 'total_choch', 'total_bos' + 'total_choch', 'total_choch_plus', 'total_bos' ] for key in expected_keys: self.assertIn(key, result) @@ -359,9 +363,12 @@ def test_get_choch_bos_stats_counts(self): result = get_choch_bos_stats(self.df) self.assertEqual(result['choch_bullish_count'], 2) self.assertEqual(result['choch_bearish_count'], 2) + self.assertEqual(result['choch_plus_bullish_count'], 1) + self.assertEqual(result['choch_plus_bearish_count'], 1) self.assertEqual(result['bos_bullish_count'], 2) self.assertEqual(result['bos_bearish_count'], 2) self.assertEqual(result['total_choch'], 4) + self.assertEqual(result['total_choch_plus'], 2) self.assertEqual(result['total_bos'], 4) From d2ded7501ba2375f73a6298b2902123f50159dc3 Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Sat, 28 Feb 2026 12:34:03 +0100 Subject: [PATCH 10/21] fix: trendline slope projection bug producing horizontal lines The slope-setting conditions in _compute_single_timeframe used the newly-computed slope (from conception to pivot) to project the trendline at the pivot point, but since the conception point and tl_x1/tl_y1 are always identical, this reduces to v < v (or v > v), which is trivially false. Slopes were never set, producing only horizontal trendlines. Fix: use tl_cur_slope (the current trendline slope) for projection instead of the proposed new slope. This correctly tests whether the new pivot is above/below the existing trendline. Regenerated chart PNG and HTML with diagonal trendlines. --- .../trendline_breakout_navigator.html | 2 +- .../trendline_breakout_navigator.py | 14 ++++++++------ .../trendline_breakout_navigator.png | Bin 227966 -> 249199 bytes 3 files changed, 9 insertions(+), 7 deletions(-) diff --git a/analysis/indicators/trendline_breakout_navigator.html b/analysis/indicators/trendline_breakout_navigator.html index d7008833..a020ed5d 100644 --- a/analysis/indicators/trendline_breakout_navigator.html +++ b/analysis/indicators/trendline_breakout_navigator.html @@ -3883,6 +3883,6 @@ window.Plotly = Plotly; return Plotly; -}));

+}));
\ No newline at end of file diff --git a/pyindicators/indicators/trendline_breakout_navigator.py b/pyindicators/indicators/trendline_breakout_navigator.py index 5e5d0987..e7b14c55 100644 --- a/pyindicators/indicators/trendline_breakout_navigator.py +++ b/pyindicators/indicators/trendline_breakout_navigator.py @@ -223,10 +223,11 @@ def _compute_single_timeframe( # Check if bearish trendline gets updated if tl_active and not np.isnan(v): slope = (v - tl_cp_price) / max(x - tl_cp_idx, 1) - # Line direction is down and wick breaks or first LH + # Project current trendline to pivot index + cur_proj = tl_y1 + tl_cur_slope * (x - tl_x1) - if (v < tl_y1 + slope * (x - tl_x1) and - (v > tl_y2 + slope * (bar - tl_x2) or + if (v < cur_proj and + (v > tl_y2 or not tl_slope_set)): # Get trendline price at pivot bar if tl_x2 != tl_x1: @@ -296,9 +297,10 @@ def _compute_single_timeframe( # Check if bullish trendline gets updated if tl_active and not np.isnan(v): slope = (v - tl_cp_price) / max(x - tl_cp_idx, 1) - # Line direction is up and wick breaks or first HL - if (v > tl_y1 + slope * (x - tl_x1) and - (v < tl_y2 + slope * (bar - tl_x2) or + # Project current trendline to pivot index + cur_proj = tl_y1 + tl_cur_slope * (x - tl_x1) + if (v > cur_proj and + (v < tl_y2 or not tl_slope_set)): # Get trendline price at pivot bar if tl_x2 != tl_x1: diff --git a/static/images/indicators/trendline_breakout_navigator.png b/static/images/indicators/trendline_breakout_navigator.png index c9a3a92845129be00b4e2eeefaf4d3e3be62c873..ecb0ab8cceb5de155b5177f96bd6b97f70476a9c 100644 GIT binary patch literal 249199 zcmaHT1yogA*S2&>2#9n^Nw;)MBi-FdcehA4(p}OVx>J$v?(Xicf8)Kr*Y|$k_m8m$ z8gulYRBJV7#2B8c$V@GoAxKok@GAot=0l=F)h5ZkcOz#W6;IH?yeUcC_e zz^~v8wx0^+{n`+x>&b1w33p+Eloa(XDdOl`%B<4@Ld*<3jA^}L!r-8Hqxs&S2{W?f zMi&+|u2_c}S=}n#8lBvlYp(*_7Tp(b2l@y5nU0#)WSi`(U&CWr6D;$zd3fKwxB@$b zn1`uD{^LgNB8>Bq^c~D!U(MSS9KU#qdI1;tpUd0t1q2Bn_@9?w&^e8zTZ?4^M(}t*Oifvx?J~szwH2Mb?-7c 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z7tp4Ecb=?H7hO>)o7F@ByBSYj+B|avN4|i9RED7&s+a(ttPn5SAeNW=~9b2BNP7v8p=3X5A3e8AxBADY43J7E|@5~StAm_!&11})fCZB_f<^y1{Qy!j+2fFOG-_;7N zhF^mI-#*d+3-;fC`Ya7VU4G-a77YLIAC#8K`|tYcn{O$NKW_j4e7mkFkZ$=}?Nv$H z9Nj6Zy%aZ2^NX^-k86Wo znX{o*Pdi^Um3I0;WJC8xTMaC1~?ICu5_>tHj-vPEMcZiC4 z8DOG__XBhNe;)lChxWVWO2yx$06HTB$pr1XU#k24JAmot%bm#iU#w_-kUpMnZB-g% zt03!k^t&$oX98j&a;34L2m0K$34i&V(+?T0e@IpemG|fWq#hg%sX2DG>Gl6E?Yj$Q zo2B8d?_c~lQO;5=OG_uCeF6^uK>sgK|D6f~57^WI`e8M9Kgs|4bX1f*apXU$#02BJ zt13iF^A8|+rXlNQ`2S(qM6RA_k>_{O(EEQ0{u={(h~RkL+{-;?q}zg8#?u~cX@KQB zL9~r>rq%xy{L`^(Zi0I)ck!;=FJ(i)ib7kKZwA7xm;=K4@7*Q;`B1L8Hucn oj6`x{+3i^w8JPuAS3OT=<%)Q=?PLC3@QsY4-Qj%&dp)lG9{~sKTmS$7 From c8c1390e4214b7f405e7ec77afccf01a13cf6f13 Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Sat, 28 Feb 2026 12:39:34 +0100 Subject: [PATCH 11/21] fix: retroactively redraw trendlines when slope changes In PineScript, line.set_xy2() redraws the entire line from the anchor point. Our per-bar output was recording the initial flat phase (slope=0) and only applying the slope going forward. This left 63-83% of trendline bars with zero slope showing horizontal lines. Fix: when the slope is first set or updated, retroactively recompute tl_value and tl_slope for all bars from the anchor (tl_x1) forward, matching PineScript's visual behavior. Now 97-100% of trendline bars have correct diagonal values. --- .../trendline_breakout_navigator.html | 2 +- .../trendline_breakout_navigator.py | 20 ++++++++++++++++++ .../trendline_breakout_navigator.png | Bin 249199 -> 258315 bytes 3 files changed, 21 insertions(+), 1 deletion(-) diff --git a/analysis/indicators/trendline_breakout_navigator.html b/analysis/indicators/trendline_breakout_navigator.html index a020ed5d..1827a11d 100644 --- a/analysis/indicators/trendline_breakout_navigator.html +++ b/analysis/indicators/trendline_breakout_navigator.html @@ -3883,6 +3883,6 @@ window.Plotly = Plotly; return Plotly; -}));

+}));
\ No newline at end of file diff --git a/pyindicators/indicators/trendline_breakout_navigator.py b/pyindicators/indicators/trendline_breakout_navigator.py index e7b14c55..4c14899d 100644 --- a/pyindicators/indicators/trendline_breakout_navigator.py +++ b/pyindicators/indicators/trendline_breakout_navigator.py @@ -256,6 +256,16 @@ def _compute_single_timeframe( tl_slope_set = True else: tl_cur_slope = slope + + # Retroactively redraw trendline + # from anchor (like PineScript + # line.set_xy2) + for b in range(tl_x1, bar + 1): + tl_value[b] = ( + tl_y1 + tl_cur_slope + * (b - tl_x1) + ) + tl_slope[b] = tl_cur_slope else: # Close breaks trendline at swing tl_active = False @@ -323,6 +333,16 @@ def _compute_single_timeframe( tl_slope_set = True else: tl_cur_slope = slope + + # Retroactively redraw trendline + # from anchor (like PineScript + # line.set_xy2) + for b in range(tl_x1, bar + 1): + tl_value[b] = ( + tl_y1 + tl_cur_slope + * (b - tl_x1) + ) + tl_slope[b] = tl_cur_slope else: 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+}));
\ No newline at end of file diff --git a/pyindicators/indicators/trendline_breakout_navigator.py b/pyindicators/indicators/trendline_breakout_navigator.py index 4c14899d..f20ea8b0 100644 --- a/pyindicators/indicators/trendline_breakout_navigator.py +++ b/pyindicators/indicators/trendline_breakout_navigator.py @@ -219,6 +219,14 @@ def _compute_single_timeframe( tl_cp_price = prev_pl_price tl_active = True tl_slope_set = False + + # Initialize from anchor to current + for b in range( + max(0, tl_x1), bar + 1 + ): + tl_value[b] = tl_y1 + tl_slope[b] = 0.0 + trend[b] = cur_trend else: # Check if bearish trendline gets updated if tl_active and not np.isnan(v): @@ -266,6 +274,7 @@ def _compute_single_timeframe( * (b - tl_x1) ) tl_slope[b] = tl_cur_slope + trend[b] = cur_trend else: # Close breaks trendline at swing tl_active = False @@ -303,6 +312,14 @@ def _compute_single_timeframe( tl_cp_price = prev_ph_price tl_active = True tl_slope_set = False + + # Initialize from anchor to current + for b in range( + max(0, tl_x1), bar + 1 + ): + tl_value[b] = tl_y1 + tl_slope[b] = 0.0 + trend[b] = cur_trend else: # Check if bullish trendline gets updated if tl_active and not np.isnan(v): @@ -343,6 +360,7 @@ def _compute_single_timeframe( * (b - tl_x1) ) tl_slope[b] = tl_cur_slope + trend[b] = cur_trend else: tl_active = False From 89617c3b389aca5365861bcd813dc2cca1bb325e Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Sat, 28 Feb 2026 13:07:20 +0100 Subject: [PATCH 13/21] feat: add TBN chart script, docs integration, and white theme - Create scripts/charts/indicators/trendline_breakout_navigator.py using the shared white theme (generate_all compatible) - Add TBN to scripts/generate_docs.py INDICATOR_MAP - Add TBN to docs support-resistance overview grid and tables - Update notebook from dark (#131722) to white theme matching the project standard (bg=white, bull=#26a69a, bear=#ef5350) - Regenerate chart PNGs with the new theme --- .../trendline_breakout_navigator.html | 2 +- .../trendline_breakout_navigator.ipynb | 17765 +++++++++++++++- .../indicators/support-resistance/overview.md | 16 + .../trendline_breakout_navigator.py | 166 + scripts/generate_docs.py | 4 + .../trendline_breakout_navigator.png | Bin 258315 -> 180207 bytes 6 files changed, 17918 insertions(+), 35 deletions(-) create mode 100644 scripts/charts/indicators/trendline_breakout_navigator.py diff --git a/analysis/indicators/trendline_breakout_navigator.html b/analysis/indicators/trendline_breakout_navigator.html index c6542b50..65958637 100644 --- a/analysis/indicators/trendline_breakout_navigator.html +++ b/analysis/indicators/trendline_breakout_navigator.html @@ -3883,6 +3883,6 @@ window.Plotly = Plotly; return Plotly; -}));
+}));
\ No newline at end of file diff --git a/analysis/indicators/trendline_breakout_navigator.ipynb b/analysis/indicators/trendline_breakout_navigator.ipynb index 49c6ad27..1e85222b 100644 --- a/analysis/indicators/trendline_breakout_navigator.ipynb +++ b/analysis/indicators/trendline_breakout_navigator.ipynb @@ -2,10 +2,17693 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "1356aa5e", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loaded 1461 rows | 2022-02-18 00:00:00+00:00 -> 2026-02-17 00:00:00+00:00\n" + ] + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "close": { + "bdata": 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0.16749999999999998, + 0.30999999999999994 + ], + "dtick": 1, + "gridcolor": "lightgray", + "linecolor": "lightgray", + "range": [ + -3.5, + 3.5 + ], + "showgrid": true, + "showline": true, + "side": "right", + "title": { + "text": "Composite" + }, + "zeroline": false + }, + "yaxis3": { + "anchor": "x3", + "color": "black", + "domain": [ + 0, + 0.1425 + ], + "gridcolor": "lightgray", + "linecolor": "lightgray", + "showgrid": true, + "showline": true, + "side": "right", + "title": { + "text": "Volume" + }, + "zeroline": false + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + " Trendline Breakout Navigator - Stats (BTC/EUR (1d))\n", + "=======================================================\n", + " Bullish Bars (Long): 761\n", + " Bearish Bars (Long): 424\n", + " Bullish Bars (Medium): 787\n", + " Bearish Bars (Medium): 554\n", + " Bullish Bars (Short): 734\n", + " Bearish Bars (Short): 689\n", + "-------------------------------------------------------\n", + " Composite Bullish: 800 (54.8%)\n", + " Composite Bearish: 587 (40.2%)\n", + " Trend Changes: 21\n", + "-------------------------------------------------------\n", + " HH Detections: 25\n", + " LL Detections: 25\n", + " Wick Bull Breaks: 0\n", + " Wick Bear Breaks: 1\n", + " Active Trendline Bars: 1185\n", + "=======================================================\n" + ] + } + ], "source": [ "# ══════════════════════════════════════════════════════════════════\n", "# Trendline Breakout Navigator (TBN) - Showcase\n", @@ -47,34 +17730,34 @@ "df = trendline_breakout_navigator_signal(df)\n", "stats = get_trendline_breakout_navigator_stats(df)\n", "\n", - "# ── Colours (dark theme — professional charting look) ──────────────\n", + "# ── Colours (white theme — matching project standard) ──────────────\n", "\n", - "BG_COLOR = \"#131722\"\n", - "PAPER_COLOR = \"#131722\"\n", - "GRID_COLOR = \"rgba(255,255,255,0.06)\"\n", - "TEXT_COLOR = \"#d1d4dc\"\n", - "TITLE_COLOR = \"#e0e3eb\"\n", + "BG_COLOR = \"white\"\n", + "PAPER_COLOR = \"white\"\n", + "GRID_COLOR = \"lightgray\"\n", + "TEXT_COLOR = \"black\"\n", + "TITLE_COLOR = \"black\"\n", "\n", "CANDLE_UP = \"#26a69a\"\n", "CANDLE_DOWN = \"#ef5350\"\n", "\n", - "# Trendline colours — bright and vivid for dark background\n", - "TL_BULL_LONG = \"#00e676\" # Bright green — solid thick\n", - "TL_BEAR_LONG = \"#ff5252\" # Bright red — solid thick\n", - "TL_BULL_MED = \"rgba(0,230,118,0.70)\" # Green — dashed\n", - "TL_BEAR_MED = \"rgba(255,82,82,0.70)\" # Red — dashed\n", - "TL_BULL_SHORT = \"rgba(0,230,118,0.45)\" # Green — dotted\n", - "TL_BEAR_SHORT = \"rgba(255,82,82,0.45)\" # Red — dotted\n", + "# Trendline colours — matching project bull/bear palette\n", + "TL_BULL_LONG = \"#26a69a\" # Bull — solid thick\n", + "TL_BEAR_LONG = \"#ef5350\" # Bear — solid thick\n", + "TL_BULL_MED = \"rgba(8,153,129,0.60)\" # Bull — dashed\n", + "TL_BEAR_MED = \"rgba(239,54,69,0.60)\" # Bear — dashed\n", + "TL_BULL_SHORT = \"rgba(8,153,129,0.35)\" # Bull — dotted\n", + "TL_BEAR_SHORT = \"rgba(239,54,69,0.35)\" # Bear — dotted\n", "\n", "# Marker colours\n", - "HH_COLOR = \"#00e676\"\n", - "LL_COLOR = \"#ff5252\"\n", - "WICK_BULL_COLOR = \"#69f0ae\"\n", - "WICK_BEAR_COLOR = \"#ff8a80\"\n", + "HH_COLOR = \"#26a69a\"\n", + "LL_COLOR = \"#ef5350\"\n", + "WICK_BULL_COLOR = \"#4CAF50\"\n", + "WICK_BEAR_COLOR = \"#F44336\"\n", "\n", "# Shading\n", - "BULL_SHADE = \"rgba(0,230,118,{a})\"\n", - "BEAR_SHADE = \"rgba(255,82,82,{a})\"\n", + "BULL_SHADE = \"rgba(8,153,129,{a})\"\n", + "BEAR_SHADE = \"rgba(239,54,69,{a})\"\n", "\n", "# ── Build figure (3 rows) ───────────────────────────────────────────\n", "\n", @@ -182,7 +17865,7 @@ " marker=dict(\n", " symbol=\"triangle-up\", size=12,\n", " color=HH_COLOR,\n", - " line=dict(width=1.2, color=\"rgba(255,255,255,0.7)\"),\n", + " line=dict(width=1, color=\"rgba(0,0,0,0.3)\"),\n", " ),\n", " ), row=1, col=1)\n", "\n", @@ -196,7 +17879,7 @@ " marker=dict(\n", " symbol=\"triangle-down\", size=12,\n", " color=LL_COLOR,\n", - " line=dict(width=1.2, color=\"rgba(255,255,255,0.7)\"),\n", + " line=dict(width=1, color=\"rgba(0,0,0,0.3)\"),\n", " ),\n", " ), row=1, col=1)\n", "\n", @@ -210,7 +17893,7 @@ " marker=dict(\n", " symbol=\"diamond\", size=9,\n", " color=WICK_BULL_COLOR,\n", - " line=dict(width=1, color=\"rgba(255,255,255,0.5)\"),\n", + " line=dict(width=1, color=\"rgba(0,0,0,0.3)\"),\n", " ),\n", " ), row=1, col=1)\n", "\n", @@ -224,7 +17907,7 @@ " marker=dict(\n", " symbol=\"diamond\", size=9,\n", " color=WICK_BEAR_COLOR,\n", - " line=dict(width=1, color=\"rgba(255,255,255,0.5)\"),\n", + " line=dict(width=1, color=\"rgba(0,0,0,0.3)\"),\n", " ),\n", " ), row=1, col=1)\n", "\n", @@ -253,7 +17936,7 @@ "# ── Row 2: Composite Trend (bar chart) ────────────────────────────\n", "\n", "comp_colors = [\n", - " CANDLE_UP if c > 0 else CANDLE_DOWN if c < 0 else \"#363a45\"\n", + " CANDLE_UP if c > 0 else CANDLE_DOWN if c < 0 else \"#cccccc\"\n", " for c in composite\n", "]\n", "\n", @@ -264,14 +17947,14 @@ "), row=2, col=1)\n", "\n", "fig.add_hline(\n", - " y=0, line_dash=\"solid\", line_color=\"rgba(255,255,255,0.15)\", line_width=0.8,\n", + " y=0, line_dash=\"solid\", line_color=\"lightgray\", line_width=0.8,\n", " row=2, col=1,\n", ")\n", "\n", "# ── Row 3: Volume bars ─────────────────────────────────────────────\n", "\n", "vol_colors = [\n", - " CANDLE_UP if c > 0 else CANDLE_DOWN if c < 0 else \"#363a45\"\n", + " CANDLE_UP if c > 0 else CANDLE_DOWN if c < 0 else \"#cccccc\"\n", " for c in composite\n", "]\n", "\n", @@ -292,13 +17975,13 @@ " yanchor=\"bottom\", y=1.02,\n", " xanchor=\"right\", x=1,\n", " font=dict(size=10, color=TEXT_COLOR),\n", - " bgcolor=\"rgba(0,0,0,0)\",\n", + " bgcolor=\"rgba(255,255,255,0.8)\",\n", " borderwidth=0,\n", " ),\n", " plot_bgcolor=BG_COLOR,\n", " paper_bgcolor=PAPER_COLOR,\n", - " font=dict(color=TEXT_COLOR, size=12, family=\"Consolas, monospace\"),\n", - " margin=dict(l=10, r=70, t=60, b=30),\n", + " font=dict(color=TEXT_COLOR, size=12),\n", + " margin=dict(l=60, r=30, t=60, b=40),\n", " xaxis_rangeslider_visible=False,\n", ")\n", "\n", @@ -312,13 +17995,13 @@ " showgrid=True, gridcolor=GRID_COLOR,\n", " zeroline=False, row=row, col=1,\n", " color=TEXT_COLOR,\n", - " showline=False,\n", + " showline=True, linecolor=GRID_COLOR,\n", " )\n", " fig.update_yaxes(\n", " showgrid=True, gridcolor=GRID_COLOR,\n", " zeroline=False, side=\"right\", row=row, col=1,\n", " color=TEXT_COLOR,\n", - " showline=False,\n", + " showline=True, linecolor=GRID_COLOR,\n", " )\n", "\n", "fig.update_yaxes(title_text=\"Price\", tickformat=\",.0f\", row=1, col=1)\n", @@ -367,8 +18050,22 @@ } ], "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, "language_info": { - "name": "python" + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.10" } }, "nbformat": 4, diff --git a/docs/content/indicators/support-resistance/overview.md b/docs/content/indicators/support-resistance/overview.md index 16eb6546..febe4301 100644 --- a/docs/content/indicators/support-resistance/overview.md +++ b/docs/content/indicators/support-resistance/overview.md @@ -154,6 +154,14 @@ Premium / Discount Zones + + +![Trendline Breakout Navigator](/img/indicators/trendline_breakout_navigator.png) + +Trendline Breakout Navigator + + + ## Indicators at a glance @@ -178,6 +186,7 @@ Premium / Discount Zones | [Liquidity Levels / Voids (VP)](liquidity-levels-voids) | 🟢 Real-time | `detection_length` bars | ≈ `detection_length` bars | Highlights volume-profile voids — price areas with little trading activity. Price tends to move quickly through voids. Use them to spot potential fast-move zones. | | [Internal & External Liquidity Zones](internal-external-liquidity-zones) | 🟢 Real-time | `2 × external_pivot_length + 1` bars | ≈ `external_pivot_length` bars | Distinguishes between internal (range-bound) and external (breakout) liquidity. Use it to understand whether price is targeting internal or external levels. | | [Premium / Discount Zones](premium-discount-zones) | 🟢 Real-time | `2 × swing_length + 1` bars | ≈ `swing_length` bars after the swing | Divides the current range into premium (upper) and discount (lower) zones. Buy in discount, sell in premium — the core SMC/ICT framework for directional bias. | +| [Trendline Breakout Navigator](trendline-breakout-navigator) | 🔴 Lagging | `2 × swing_long + 1` bars | ≈ `swing_long` bars after the pivot | Multi-timeframe trendline detection. Constructs trendlines on HH/LL reversals at long, medium, and short swing lengths with a composite trend score (−3 to +3). | ## Detailed descriptions @@ -325,3 +334,10 @@ Distinguishes between internal (range-bound) and external (breakout) liquidity. Divides the current range into premium (upper) and discount (lower) zones. Buy in discount, sell in premium — the core SMC/ICT framework for directional bias. +### [Trendline Breakout Navigator](trendline-breakout-navigator) + +> 🔴 **Lagging** — ≈ `swing_long` bars after the pivot +> +> **Warmup:** `2 × swing_long + 1` bars (default: 121 bars (swing_long=60)) + +Multi-timeframe trendline detection ported from LuxAlgo PineScript. Constructs trendlines on HH/LL reversals at three swing lengths with a composite trend score (−3 to +3). Detects wick breaks and trend changes. diff --git a/scripts/charts/indicators/trendline_breakout_navigator.py b/scripts/charts/indicators/trendline_breakout_navigator.py new file mode 100644 index 00000000..d64b6ed9 --- /dev/null +++ b/scripts/charts/indicators/trendline_breakout_navigator.py @@ -0,0 +1,166 @@ +"""Trendline Breakout Navigator chart.""" +import numpy as np +from pathlib import Path +from scripts.charts.theme import ( + load_data, subplot_figure, apply_layout, save, COLORS, +) +import pyindicators as pi + + +OUTPUT_IMAGE = "trendline_breakout_navigator.png" + +# Trendline colours +TL_BULL = COLORS["bull"] +TL_BEAR = COLORS["bear"] +TL_BULL_MED = "rgba(8,153,129,0.60)" +TL_BEAR_MED = "rgba(239,54,69,0.60)" +TL_BULL_SHORT = "rgba(8,153,129,0.35)" +TL_BEAR_SHORT = "rgba(239,54,69,0.35)" + + +def generate(output_dir: Path | None = None, + data_dir: Path | None = None) -> bool: + df = load_data(dataset="btc_1d", data_dir=data_dir) + df = pi.trendline_breakout_navigator( + df, swing_long=60, swing_medium=30, swing_short=10, + ) + df = pi.trendline_breakout_navigator_signal(df) + + fig = subplot_figure(df, row_heights=[0.70, 0.30]) + + trend_long = df["tbn_trend_long"].values + trend_med = df["tbn_trend_medium"].values + trend_short = df["tbn_trend_short"].values + val_long = df["tbn_value_long"].values + val_med = df["tbn_value_medium"].values + val_short = df["tbn_value_short"].values + composite = ( + df["tbn_composite_trend"].fillna(0).astype(int).values + ) + + # ── Long trendlines (solid, thick) ────────────────────────── + fig.add_scatter( + x=df["Datetime"], + y=np.where(trend_long == 1, val_long, np.nan), + mode="lines", + line=dict(color=TL_BULL, width=2.5), + name="Long TL ↑", + connectgaps=False, + row=1, col=1, + ) + fig.add_scatter( + x=df["Datetime"], + y=np.where(trend_long == -1, val_long, np.nan), + mode="lines", + line=dict(color=TL_BEAR, width=2.5), + name="Long TL ↓", + connectgaps=False, + row=1, col=1, + ) + + # ── Medium trendlines (dashed) ────────────────────────────── + fig.add_scatter( + x=df["Datetime"], + y=np.where(trend_med == 1, val_med, np.nan), + mode="lines", + line=dict(color=TL_BULL_MED, width=1.8, dash="dash"), + name="Med TL ↑", + connectgaps=False, + row=1, col=1, + ) + fig.add_scatter( + x=df["Datetime"], + y=np.where(trend_med == -1, val_med, np.nan), + mode="lines", + line=dict(color=TL_BEAR_MED, width=1.8, dash="dash"), + name="Med TL ↓", + connectgaps=False, + row=1, col=1, + ) + + # ── Short trendlines (dotted, thin) ───────────────────────── + fig.add_scatter( + x=df["Datetime"], + y=np.where(trend_short == 1, val_short, np.nan), + mode="lines", + line=dict( + color=TL_BULL_SHORT, width=1.2, dash="dot", + ), + name="Short TL ↑", + connectgaps=False, + row=1, col=1, + ) + fig.add_scatter( + x=df["Datetime"], + y=np.where(trend_short == -1, val_short, np.nan), + mode="lines", + line=dict( + color=TL_BEAR_SHORT, width=1.2, dash="dot", + ), + name="Short TL ↓", + connectgaps=False, + row=1, col=1, + ) + + # ── HH / LL markers ──────────────────────────────────────── + hh = df["tbn_hh"] == 1 + ll = df["tbn_ll"] == 1 + + if hh.any(): + fig.add_scatter( + x=df.loc[hh, "Datetime"], + y=df.loc[hh, "Low"] * 0.993, + mode="markers", name="HH", + marker=dict( + symbol="triangle-up", size=10, + color=COLORS["bull"], + ), + row=1, col=1, + ) + + if ll.any(): + fig.add_scatter( + x=df.loc[ll, "Datetime"], + y=df.loc[ll, "High"] * 1.007, + mode="markers", name="LL", + marker=dict( + symbol="triangle-down", size=10, + color=COLORS["bear"], + ), + row=1, col=1, + ) + + # ── Row 2: composite trend bar chart ──────────────────────── + comp_colors = [ + COLORS["bull"] if c > 0 + else COLORS["bear"] if c < 0 + else COLORS["grid"] + for c in composite + ] + + fig.add_bar( + x=df["Datetime"], y=composite, + marker_color=comp_colors, + showlegend=False, name="Composite", + opacity=0.85, + row=2, col=1, + ) + fig.add_hline( + y=0, line_dash="solid", + line_color=COLORS["grid"], line_width=0.8, + row=2, col=1, + ) + + apply_layout( + fig, + "Trendline Breakout Navigator", + height=800, + ) + fig.update_layout(showlegend=False) + fig.update_yaxes( + title_text="Composite", + range=[-3.5, 3.5], dtick=1, + row=2, col=1, + ) + save(fig, OUTPUT_IMAGE, output_dir) + return True diff --git a/scripts/generate_docs.py b/scripts/generate_docs.py index 7b39812e..4964c95a 100644 --- a/scripts/generate_docs.py +++ b/scripts/generate_docs.py @@ -123,6 +123,10 @@ "Premium / Discount Zones": ( "indicators/support-resistance", "premium-discount-zones", 18 ), + "Trendline Breakout Navigator": ( + "indicators/support-resistance", + "trendline-breakout-navigator", 19 + ), # ── Pattern Recognition ── "Detect Peaks": ( "indicators/pattern-recognition", "detect-peaks", 1 diff --git a/static/images/indicators/trendline_breakout_navigator.png b/static/images/indicators/trendline_breakout_navigator.png index cc22e70df23a630e813800cac304a8da853f237f..cc1fdb06bdd6ee1ef82a4368e992b2d3c48bc12a 100644 GIT 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.squad/agents/carlos/charter.md | 35 +++++ .squad/agents/carlos/history.md | 14 ++ .squad/agents/chaosagent/charter.md | 43 ++++++ .squad/agents/chaosagent/history.md | 17 +++ .squad/agents/devmeister3000/charter.md | 40 +++++ .squad/agents/devmeister3000/history.md | 23 +++ .squad/agents/doc-vader/charter.md | 45 ++++++ .squad/agents/doc-vader/history.md | 18 +++ .squad/agents/scribe/charter.md | 34 +++++ .squad/agents/scribe/history.md | 11 ++ .squad/casting/history.json | 13 ++ .squad/casting/policy.json | 5 + .squad/casting/registry.json | 42 ++++++ .squad/ceremonies.md | 41 +++++ .squad/decisions.md | 55 +++++++ .squad/decisions/inbox/.gitkeep | 0 .squad/identity/.gitkeep | 0 .squad/identity/now.md | 9 ++ .squad/identity/wisdom.md | 15 ++ .squad/routing.md | 40 +++++ .squad/skills/.gitkeep | 0 .squad/skills/squad-conventions/SKILL.md | 69 +++++++++ .squad/team.md | 60 ++++++++ .squad/templates/.gitkeep | 0 .squad/templates/improve-chart-issue.yml | 115 ++++++++++++++ .squad/templates/new-indicator-issue.md | 60 ++++++++ .squad/templates/new-indicator-issue.yml | 140 ++++++++++++++++++ .squad/work-items.md | 138 +++++++++++++++++ .../volumetric_supply_demand_zones.png | Bin 203857 -> 150373 bytes tests/indicators/test_market_structure.py | 1 - 30 files changed, 1082 insertions(+), 1 deletion(-) create mode 100644 .squad/agents/carlos/charter.md create mode 100644 .squad/agents/carlos/history.md create mode 100644 .squad/agents/chaosagent/charter.md create mode 100644 .squad/agents/chaosagent/history.md create mode 100644 .squad/agents/devmeister3000/charter.md create mode 100644 .squad/agents/devmeister3000/history.md create mode 100644 .squad/agents/doc-vader/charter.md create mode 100644 .squad/agents/doc-vader/history.md create mode 100644 .squad/agents/scribe/charter.md create mode 100644 .squad/agents/scribe/history.md create mode 100644 .squad/casting/history.json create mode 100644 .squad/casting/policy.json create mode 100644 .squad/casting/registry.json create mode 100644 .squad/ceremonies.md create mode 100644 .squad/decisions.md create mode 100644 .squad/decisions/inbox/.gitkeep create mode 100644 .squad/identity/.gitkeep create mode 100644 .squad/identity/now.md create mode 100644 .squad/identity/wisdom.md create mode 100644 .squad/routing.md create mode 100644 .squad/skills/.gitkeep create mode 100644 .squad/skills/squad-conventions/SKILL.md create mode 100644 .squad/team.md create mode 100644 .squad/templates/.gitkeep create mode 100644 .squad/templates/improve-chart-issue.yml create mode 100644 .squad/templates/new-indicator-issue.md create mode 100644 .squad/templates/new-indicator-issue.yml create mode 100644 .squad/work-items.md diff --git a/.squad/agents/carlos/charter.md b/.squad/agents/carlos/charter.md new file mode 100644 index 00000000..979d61d6 --- /dev/null +++ b/.squad/agents/carlos/charter.md @@ -0,0 +1,35 @@ +# Carlos — Lead + +## Identity + +- **Name:** Carlos +- **Role:** Lead / Architect +- **Emoji:** 🏗️ + +## Scope + +- Architecture and API design for the PyIndicators library +- Code review for all new indicator implementations +- Ensuring consistent patterns across all indicators +- Making decisions about public API shape and column naming conventions +- Approving or rejecting structural changes + +## Boundaries + +- Does NOT implement indicators directly (routes to DevMeister3000) +- Does NOT write tests (routes to ChaosAgent) +- Does NOT write documentation (routes to Doc Vader) + +## Standards + +- Every indicator must follow the established pattern: `indicator()`, `indicator_signal()`, `get_indicator_stats()` +- Support both pandas and polars DataFrames +- No external dependencies in core library +- Column naming must be consistent (lowercase, underscore-separated prefix) +- All public functions must have comprehensive docstrings + +## Review Authority + +- Approves/rejects architecture decisions +- Reviews API changes and new indicator public interfaces +- Can reassign rejected work to a different agent diff --git a/.squad/agents/carlos/history.md b/.squad/agents/carlos/history.md new file mode 100644 index 00000000..10aa232b --- /dev/null +++ b/.squad/agents/carlos/history.md @@ -0,0 +1,14 @@ +# Carlos — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Stack:** Python 3.12+, pandas, polars, unittest, Docusaurus docs +- **Key patterns:** Each indicator has three public functions (`indicator()`, `indicator_signal()`, `get_indicator_stats()`), supports both pandas/polars, registered in `pyindicators/indicators/__init__.py` and `pyindicators/__init__.py` + +## Learnings + +- Team formed 2026-02-27. Roster: Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). +- 2026-02-27: Decomposed PRD into 70 work items across 5 phases. Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. Phase 1 (test coverage) has 14 items — 8 at P0 targeting the liquidity/price-action cluster and classic indicators (ATR, CCI, ROC). Phase 2 (docs) has 11 items covering 7 missing doc pages + sidebar + utils + README updates. Phase 5 (new indicators) has 11 items, with VWAP, Ichimoku, and Pivot Points as highest priority new features. Priority ordering: tests first to establish quality baseline, then docs, then README polish, then notebooks and new features. +- 2026-02-27: Issue #3 — Produced detailed chart plan for Trendline Breakout Navigator. TBN is a multi-timeframe indicator with 3 trendline timeframes, composite score, HH/LL events, and wick breaks. Chart plan uses 3-row layout (price+trendlines, composite trend, volume). Key insight: need ~365 days of 4h data to get enough long-timeframe pivots. Trendline values (`tbn_value_*`) are the projected prices — these should be drawn as lines on the price chart, colored by the corresponding `tbn_trend_*` direction. Decision written to `.squad/decisions/inbox/carlos-tbn-chart-plan.md`. diff --git a/.squad/agents/chaosagent/charter.md b/.squad/agents/chaosagent/charter.md new file mode 100644 index 00000000..5ab02ab7 --- /dev/null +++ b/.squad/agents/chaosagent/charter.md @@ -0,0 +1,43 @@ +# ChaosAgent — Tester + +## Identity + +- **Name:** ChaosAgent +- **Role:** Tester / QA +- **Emoji:** 🧪 + +## Scope + +- Writing comprehensive unittest test suites for all indicators +- Testing both pandas and polars DataFrame inputs +- Edge case testing (small data, NaN values, custom column names) +- Verifying output column shapes, types, and value ranges +- Regression testing when indicators are modified + +## Boundaries + +- Does NOT implement indicators (routes to DevMeister3000) +- Does NOT write documentation (routes to Doc Vader) +- Does NOT make architecture decisions (routes to Carlos) + +## Testing Standards + +- **Framework:** unittest (NOT pytest) +- **File location:** `tests/indicators/test_{indicator_name}.py` +- **Test data:** Use `_make_ohlcv()` helper to generate realistic random OHLCV data with numpy seed for reproducibility +- **Required test categories:** + 1. Returns correct DataFrame type (pandas and polars) + 2. All expected output columns are present + 3. Row count unchanged + 4. Output values in expected ranges (trend: {-1, 0, 1}, binary: {0, 1}) + 5. Custom column names work + 6. Different parameters produce different output + 7. Invalid input raises exception + 8. Small DataFrame doesn't crash + 9. Signal function consistency + 10. Stats function returns expected keys with valid types + +## Review Authority + +- Reviews test coverage of new indicator implementations +- Can reject implementations with insufficient testability diff --git a/.squad/agents/chaosagent/history.md b/.squad/agents/chaosagent/history.md new file mode 100644 index 00000000..8ffafbd2 --- /dev/null +++ b/.squad/agents/chaosagent/history.md @@ -0,0 +1,17 @@ +# ChaosAgent — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Testing framework:** unittest +- **Test location:** `tests/indicators/test_{indicator_name}.py` +- **Test data pattern:** `_make_ohlcv(n=200, seed=42)` generates reproducible OHLCV data + +## Learnings + +- Team formed 2026-02-27. +- Tests use `unittest.TestCase` with `setUp` creating shared test DataFrames. +- Each test file tests three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()`. +- Polars tests convert pandas→polars and verify the result type. +- Virtual environment at `.venv/` — run tests with `.venv/bin/python -m unittest`. diff --git a/.squad/agents/devmeister3000/charter.md b/.squad/agents/devmeister3000/charter.md new file mode 100644 index 00000000..8d4c84ac --- /dev/null +++ b/.squad/agents/devmeister3000/charter.md @@ -0,0 +1,40 @@ +# DevMeister3000 — Core Dev + +## Identity + +- **Name:** DevMeister3000 +- **Role:** Core Developer +- **Emoji:** 🔧 + +## Scope + +- Implementing new financial technical analysis indicators +- Porting indicators from PineScript (e.g., LuxAlgo) to Python/numpy +- Writing core computation functions using numpy arrays +- Ensuring both pandas and polars DataFrame compatibility +- Registering new indicators in `__init__.py` files + +## Boundaries + +- Does NOT make architecture decisions unilaterally (consults Carlos) +- Does NOT write test files (routes to ChaosAgent) +- Does NOT write documentation pages (routes to Doc Vader) + +## Technical Notes + +- **Pattern:** Each indicator module contains: + - Internal helpers (prefixed with `_`) + - A `_indicator_pandas()` core computation function + - Three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()` +- **DataFrame handling:** Accept Union[PdDataFrame, PlDataFrame], convert polars→pandas for computation, convert back +- **No external deps:** Use only numpy for computation (already a transitive dep of pandas) +- **Registration:** Add imports to `pyindicators/indicators/__init__.py` AND `pyindicators/__init__.py`, update both `__all__` lists +- **Column naming:** Use lowercase prefix (e.g., `tbn_trend_long`, `mcs_p1`) +- **Error handling:** Raise `PyIndicatorException` for invalid inputs + +## Key Files + +- `pyindicators/indicators/` — all indicator modules +- `pyindicators/indicators/__init__.py` — indicator registry +- `pyindicators/__init__.py` — top-level exports +- `pyindicators/exceptions.py` — exception classes diff --git a/.squad/agents/devmeister3000/history.md b/.squad/agents/devmeister3000/history.md new file mode 100644 index 00000000..51cc53f9 --- /dev/null +++ b/.squad/agents/devmeister3000/history.md @@ -0,0 +1,23 @@ +# DevMeister3000 — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Stack:** Python 3.12+, pandas, polars, numpy, unittest +- **Indicator pattern:** `indicator()` → `indicator_signal()` → `get_indicator_stats()`, all support pandas + polars +- **Current indicators:** ~50+ including EMA, SMA, RSI, MACD, Supertrend, Bollinger Bands, Fair Value Gap, Order Blocks, Market Structure, Swing Structure, Trendline Breakout Navigator, and many more + +## Learnings + +- Team formed 2026-02-27. +- Existing indicators follow a consistent pattern: internal `_compute_pandas()` function, public API with Union[PdDataFrame, PlDataFrame] type hints. +- Polars support is done by converting to pandas, computing, and converting back. +- Pivot detection uses left/right bar confirmation pattern (see `swing_structure.py`, `trendline_breakout_navigator.py`). +- **2026-02-27 — Flake8 cleanup (14 warnings):** Fixed F841, F401, E741, E127 across 8 files. Key patterns found: + - Several indicators compute intermediate variables for debugging/clarity that are never used (e.g., `y1_plus_slope` in trendline_breakout_navigator, `atr_vals` in z_score_predictive_zones). + - Three indicator modules used ambiguous variable `l` for low arrays — renamed to `low` in opening_gap.py, strong_weak_high_low.py, volume_imbalance.py. Other modules (like the older ones) used different patterns already. + - `accumulation_distribution_zones` functions were imported in `pyindicators/__init__.py` but missing from `__all__` — added them. This was likely an oversight when the indicator was registered. + - `Optional` was imported but unused in range_intelligence.py (the module uses `Union` instead). + - Pre-existing test failures exist in `test_market_structure` (CHoCH/BOS) — 9 errors unrelated to this work.- **2026-02-27 — TBN analysis notebook (Issue #3):** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's chart plan and the VWT notebook pattern. 3-row layout: candlestick + trendlines + markers (row 1, 70%), composite trend bar chart (row 2, 15%), volume bars (row 3, 15%). Outputs HTML, PNG to `static/images/indicators/` and `docs/static/img/indicators/`. `analysis/indicators/` directory is gitignored — used `git add -f` to commit. Stats block prints all 16 keys from `get_trendline_breakout_navigator_stats()`. +- **2026-02-28 — TBN dark theme chart overhaul (Issue #3):** Rewrote chart styling from light to dark theme (#131722 background, matching TradingView aesthetic). Key changes: (1) bright green `#00e676` / red `#ff5252` trendlines for contrast against dark background; (2) white-outlined markers (HH triangles, LL triangles, wick diamonds) for visibility; (3) increased chart height to 1000px + width 1400px; (4) Consolas monospace font; (5) subtle grid lines `rgba(255,255,255,0.06)` and muted neutral bars `#363a45` for zero-trend periods; (6) composite trend + volume bars at higher opacity for dark readability. Outputs regenerated to all three paths (HTML + 2× PNG). \ No newline at end of file diff --git a/.squad/agents/doc-vader/charter.md b/.squad/agents/doc-vader/charter.md new file mode 100644 index 00000000..a76f4bef --- /dev/null +++ b/.squad/agents/doc-vader/charter.md @@ -0,0 +1,45 @@ +# Doc Vader — DevRel + +## Identity + +- **Name:** Doc Vader +- **Role:** DevRel / Technical Writer +- **Emoji:** 📝 + +## Scope + +- Writing and maintaining Docusaurus documentation +- Creating indicator documentation pages in `docs/content/indicators/` +- Writing usage examples and tutorials +- Maintaining the installation guide +- Updating README.md with new indicators + +## Boundaries + +- Does NOT implement indicators (routes to DevMeister3000) +- Does NOT write tests (routes to ChaosAgent) +- Does NOT make architecture decisions (routes to Carlos) + +## Documentation Standards + +- **Framework:** Docusaurus +- **Content location:** `docs/content/indicators/` +- **Config:** `docs/docusaurus.config.js` +- **Sidebars:** `docs/sidebars.js` +- **Format:** Markdown with code examples +- **Each indicator doc should include:** + 1. Description of what the indicator does + 2. Parameters table with defaults + 3. Output columns table + 4. Python usage example + 5. Signal interpretation guide + +## Key Files + +- `docs/content/` — documentation markdown files +- `docs/content/indicators/` — individual indicator docs +- `docs/content/installation.md` — installation guide +- `docs/content/introduction.md` — getting started +- `docs/docusaurus.config.js` — site configuration +- `docs/sidebars.js` — navigation structure +- `README.md` — project README diff --git a/.squad/agents/doc-vader/history.md b/.squad/agents/doc-vader/history.md new file mode 100644 index 00000000..f3614992 --- /dev/null +++ b/.squad/agents/doc-vader/history.md @@ -0,0 +1,18 @@ +# Doc Vader — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Docs framework:** Docusaurus +- **Docs location:** `docs/content/indicators/` for indicator pages +- **Site config:** `docs/docusaurus.config.js` + +## Learnings + +- Team formed 2026-02-27. +- Documentation site is at `docs/` with standard Docusaurus structure. +- Indicator docs live in `docs/content/indicators/`. +- Analysis notebooks in `analysis/indicators/` serve as visual examples. +- Chart images in docs use UPPER_SNAKE_CASE alt text and path `/img/indicators/.png`, placed immediately after the Example code block's closing fence. +- Added TBN chart image reference to `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` (Issue #3).- Verified TBN docs page after chart improvement (Issue #3, 2026-02-28): image ref `![TRENDLINE_BREAKOUT_NAVIGATOR](/img/indicators/trendline_breakout_navigator.png)` correct, PNG exists at both `docs/static/img/indicators/` and `static/images/indicators/` (227 966 bytes), function signatures/params/return columns/signal logic/stats keys all match source. No changes needed. \ No newline at end of file diff --git a/.squad/agents/scribe/charter.md b/.squad/agents/scribe/charter.md new file mode 100644 index 00000000..d3e8c517 --- /dev/null +++ b/.squad/agents/scribe/charter.md @@ -0,0 +1,34 @@ +# Scribe — Charter + +## Identity + +- **Name:** Scribe +- **Role:** Session Logger / Memory Manager +- **Emoji:** 📋 + +## Scope + +- Maintaining `decisions.md` — merging inbox entries, deduplicating +- Writing orchestration log entries to `.squad/orchestration-log/` +- Writing session logs to `.squad/log/` +- Cross-agent context sharing via history.md updates +- Archiving old decisions when file exceeds ~20KB +- Summarizing history.md files when they exceed ~12KB +- Git committing `.squad/` changes + +## Boundaries + +- Never speaks to the user +- Never modifies code or test files +- Only writes to `.squad/` state files + +## Process + +1. Receive spawn manifest from coordinator +2. Write orchestration log entries (one per agent) +3. Write session log entry +4. Merge decision inbox files into `decisions.md`, delete inbox files +5. Update affected agents' `history.md` with cross-agent learnings +6. Archive decisions if file too large +7. Summarize histories if too large +8. Git add + commit `.squad/` changes diff --git a/.squad/agents/scribe/history.md b/.squad/agents/scribe/history.md new file mode 100644 index 00000000..e4042262 --- /dev/null +++ b/.squad/agents/scribe/history.md @@ -0,0 +1,11 @@ +# Scribe — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Team root:** /Users/marcvanduyn/Projects/CodingKitties/PyIndicators + +## Learnings + +- Team formed 2026-02-27. diff --git a/.squad/casting/history.json b/.squad/casting/history.json new file mode 100644 index 00000000..ec619a00 --- /dev/null +++ b/.squad/casting/history.json @@ -0,0 +1,13 @@ +[ + { + "assignment_id": "pyindicators-001", + "universe": "oceans-eleven", + "created_at": "2026-02-27T13:50:00Z", + "agents": [ + {"name": "Carlos", "role": "Lead", "user_override": true}, + {"name": "DevMeister3000", "role": "Core Dev", "user_override": true}, + {"name": "ChaosAgent", "role": "Tester", "user_override": true}, + {"name": "Doc Vader", "role": "DevRel", "user_override": true} + ] + } +] diff --git a/.squad/casting/policy.json b/.squad/casting/policy.json new file mode 100644 index 00000000..77b236bf --- /dev/null +++ b/.squad/casting/policy.json @@ -0,0 +1,5 @@ +{ + "universes": ["oceans-eleven"], + "max_per_universe": 8, + "allow_user_overrides": true +} diff --git a/.squad/casting/registry.json b/.squad/casting/registry.json new file mode 100644 index 00000000..ded3b37b --- /dev/null +++ b/.squad/casting/registry.json @@ -0,0 +1,42 @@ +[ + { + "persistent_name": "Carlos", + "universe": "oceans-eleven", + "role": "Lead", + "folder": "carlos", + "created_at": "2026-02-27T13:50:00Z", + "legacy_named": false, + "user_override": true, + "status": "active" + }, + { + "persistent_name": "DevMeister3000", + "universe": "oceans-eleven", + "role": "Core Dev", + "folder": "devmeister3000", + "created_at": "2026-02-27T13:50:00Z", + "legacy_named": false, + "user_override": true, + "status": "active" + }, + { + "persistent_name": "ChaosAgent", + "universe": "oceans-eleven", + "role": "Tester", + "folder": "chaosagent", + "created_at": "2026-02-27T13:50:00Z", + "legacy_named": false, + "user_override": true, + "status": "active" + }, + { + "persistent_name": "Doc Vader", + "universe": "oceans-eleven", + "role": "DevRel", + "folder": "doc-vader", + "created_at": "2026-02-27T13:50:00Z", + "legacy_named": false, + "user_override": true, + "status": "active" + } +] diff --git a/.squad/ceremonies.md b/.squad/ceremonies.md new file mode 100644 index 00000000..45b4a581 --- /dev/null +++ b/.squad/ceremonies.md @@ -0,0 +1,41 @@ +# Ceremonies + +> Team meetings that happen before or after work. Each squad configures their own. + +## Design Review + +| Field | Value | +|-------|-------| +| **Trigger** | auto | +| **When** | before | +| **Condition** | multi-agent task involving 2+ agents modifying shared systems | +| **Facilitator** | lead | +| **Participants** | all-relevant | +| **Time budget** | focused | +| **Enabled** | ✅ yes | + +**Agenda:** +1. Review the task and requirements +2. Agree on interfaces and contracts between components +3. Identify risks and edge cases +4. Assign action items + +--- + +## Retrospective + +| Field | Value | +|-------|-------| +| **Trigger** | auto | +| **When** | after | +| **Condition** | build failure, test failure, or reviewer rejection | +| **Facilitator** | lead | +| **Participants** | all-involved | +| **Time budget** | focused | +| **Enabled** | ✅ yes | + +**Agenda:** +1. What happened? (facts only) +2. Root cause analysis +3. What should change? +4. Action items for next iteration diff --git a/.squad/decisions.md b/.squad/decisions.md new file mode 100644 index 00000000..34e5cd20 --- /dev/null +++ b/.squad/decisions.md @@ -0,0 +1,55 @@ +# Decisions + +> Canonical decision ledger. Append-only. Managed by Scribe. + +--- + +### 2026-02-27T13:50:00Z: Team formed +**By:** Squad (Coordinator) +**What:** Initial team cast for PyIndicators project — Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). +**Why:** User confirmed roster. + +--- + +### 2026-02-27: PRD Decomposition Approach +**By:** Carlos (Lead) +**What:** Decomposed the PRD (v0.19.0) into 70 specific, actionable work items across 5 phases and wrote them to `.squad/work-items.md`. +**Why:** Ensures the team has a clear, granular backlog with no ambiguity about what needs doing, who does it, and in what order. Priority ordering: tests (P0) → docs (P1) → README (P0/P1/P2) → notebooks (P3) → new features (P2/P3). Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. + +--- + +### 2026-02-27: Added @copilot as Coding Agent +**By:** Marc (via Squad Coordinator) +**What:** Added GitHub Copilot coding agent (@copilot) to the team roster with auto-assign enabled. Capability profile added to team.md with 🟢/🟡/🔴 fit ratings. Instructions installed at `.github/copilot-instructions.md`. Routing updated so Carlos triages issues against the capability profile before assigning `squad:copilot` labels. +**Why:** User requested autonomous issue pickup for suitable tasks. Enables @copilot to pick up 🟢-rated issues without human intervention. + +--- + +### 2026-02-27: Flake8 Cleanup — Variable Naming & Export Conventions +**By:** DevMeister3000 (Core Dev) +**What:** Fixed 14 flake8 warnings (F841, F401, E741, E127) across 8 files. Renamed ambiguous `l` → `low`, added missing `__all__` entries for `accumulation_distribution_zones`, removed unused intermediate variables. +**Why:** Zero flake8 warnings for selected rules. Established conventions: use `high`/`low` for array variables; always add new functions to both `__all__` lists during registration. + +--- + +### 2026-02-27: TBN Chart Plan — Architecture Decision +**By:** Carlos (Lead) +**Issue:** #3 — Improve Trendline Breakout Navigator +**What:** Defined chart layout (3-row: price+trendlines 70%, composite trend 15%, volume 15%), 12 traces, data requirements (BTC/EUR 4h ~365d), and output paths for TBN analysis notebook and docs chart. +**Why:** TBN docs page had no chart image. Plan gives DevMeister3000 an unambiguous implementation spec. Key decisions: trendline values plotted on price chart color-coded by direction, HH/LL/wick markers overlaid, composite trend background shading green/red. + +--- + +### 2026-02-27: TBN Chart Notebook Implementation +**By:** DevMeister3000 (Core Dev) +**Issue:** #3 +**What:** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's spec. PNG output to both `static/images/indicators/` and `docs/static/img/indicators/`. Used `git add -f` for gitignored analysis directory. Composite trend Y-axis hardcoded `[-3.5, 3.5]`. +**Why:** Implements the chart plan. Dual PNG output lets Doc Vader reference the docs copy directly without extra steps. + +--- + +### 2026-02-28T12:00:00Z: TBN Chart Dark Theme Overhaul +**By:** DevMeister3000 (Core Dev) +**Issue:** #3 +**What:** Switched TBN analysis notebook chart from light theme to professional dark theme (#131722 background). Updated all colors, opacities, markers, grid lines, and fonts for dark-background readability. Chart dimensions increased to 1000×1400px. +**Why:** Existing light-themed chart was flagged as wrong/ugly. Dark themes are standard in financial charting tools and provide better contrast for overlaid trendlines and markers. Establishes precedent: future indicator analysis notebooks should use this dark theme palette for visual consistency. diff --git a/.squad/decisions/inbox/.gitkeep b/.squad/decisions/inbox/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/identity/.gitkeep b/.squad/identity/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/identity/now.md b/.squad/identity/now.md new file mode 100644 index 00000000..30c8903b --- /dev/null +++ b/.squad/identity/now.md @@ -0,0 +1,9 @@ +--- +updated_at: 2026-02-25T11:57:08.045Z +focus_area: Initial setup +active_issues: [] +--- + +# What We're Focused On + +Getting started. Updated by coordinator at session start. diff --git a/.squad/identity/wisdom.md b/.squad/identity/wisdom.md new file mode 100644 index 00000000..c40c8ced --- /dev/null +++ b/.squad/identity/wisdom.md @@ -0,0 +1,15 @@ +--- +last_updated: 2026-02-25T11:57:08.046Z +--- + +# Team Wisdom + +Reusable patterns and heuristics learned through work. NOT transcripts — each entry is a distilled, actionable insight. + +## Patterns + + + +## Anti-Patterns + + diff --git a/.squad/routing.md b/.squad/routing.md new file mode 100644 index 00000000..214d0d82 --- /dev/null +++ b/.squad/routing.md @@ -0,0 +1,40 @@ +# Routing Rules + +## Default Routes + +| Domain | Primary | Backup | +|--------|---------|--------| +| Architecture, design decisions, code review | Carlos | — | +| Indicator implementation, Python code, porting PineScript | DevMeister3000 | Carlos | +| Tests, edge cases, quality assurance, unittest | ChaosAgent | DevMeister3000 | +| Documentation, Docusaurus, examples, README | Doc Vader | Carlos | +| Session logging, decisions, memory | Scribe | — | +| Work queue, backlog, monitoring | Ralph | — | + +## Keyword Routes + +| Keywords | Route to | +|----------|----------| +| indicator, implement, port, pine, pinescript, algorithm, ema, sma, rsi, macd, pivot, swing, trendline, breakout | DevMeister3000 | +| test, unittest, assert, edge case, coverage, quality | ChaosAgent | +| docs, documentation, docusaurus, markdown, guide, example, tutorial, installation | Doc Vader | +| architecture, design, pattern, refactor, api, structure, review, approve | Carlos | +| backlog, issues, status, board, queue, monitor | Ralph | +| autonomous, copilot, simple fix, single-file, boilerplate | @copilot | + +## Copilot Agent Routing + +When triaging issues, Carlos evaluates against the capability profile in `team.md`: +- **🟢 issues** with `squad:copilot` label → @copilot picks up autonomously +- **🟡 issues** → @copilot works, but PR needs squad review before merge +- **🔴 issues** → route to appropriate squad agent instead + +## Multi-Domain + +When a task spans multiple domains (e.g., "add indicator with tests and docs"), fan out to all relevant agents in parallel. + +## Review Gate + +- Carlos reviews architecture decisions and API changes. +- ChaosAgent reviews all new indicator implementations (test coverage). +- Doc Vader reviews documentation accuracy. diff --git a/.squad/skills/.gitkeep b/.squad/skills/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/skills/squad-conventions/SKILL.md b/.squad/skills/squad-conventions/SKILL.md new file mode 100644 index 00000000..72eca68e --- /dev/null +++ b/.squad/skills/squad-conventions/SKILL.md @@ -0,0 +1,69 @@ +--- +name: "squad-conventions" +description: "Core conventions and patterns used in the Squad codebase" +domain: "project-conventions" +confidence: "high" +source: "manual" +--- + +## Context +These conventions apply to all work on the Squad CLI tool (`create-squad`). Squad is a zero-dependency Node.js package that adds AI agent teams to any project. Understanding these patterns is essential before modifying any Squad source code. + +## Patterns + +### Zero Dependencies +Squad has zero runtime dependencies. Everything uses Node.js built-ins (`fs`, `path`, `os`, `child_process`). Do not add packages to `dependencies` in `package.json`. This is a hard constraint, not a preference. + +### Node.js Built-in Test Runner +Tests use `node:test` and `node:assert/strict` — no test frameworks. Run with `npm test`. Test files live in `test/`. The test command is `node --test test/`. + +### Error Handling — `fatal()` Pattern +All user-facing errors use the `fatal(msg)` function which prints a red `✗` prefix and exits with code 1. Never throw unhandled exceptions or print raw stack traces. The global `uncaughtException` handler calls `fatal()` as a safety net. + +### ANSI Color Constants +Colors are defined as constants at the top of `index.js`: `GREEN`, `RED`, `DIM`, `BOLD`, `RESET`. Use these constants — do not inline ANSI escape codes. + +### File Structure +- `.squad/` — Team state (user-owned, never overwritten by upgrades) +- `.squad/templates/` — Template files copied from `templates/` (Squad-owned, overwritten on upgrade) +- `.github/agents/squad.agent.md` — Coordinator prompt (Squad-owned, overwritten on upgrade) +- `templates/` — Source templates shipped with the npm package +- `.squad/skills/` — Team skills in SKILL.md format (user-owned) +- `.squad/decisions/inbox/` — Drop-box for parallel decision writes + +### Windows Compatibility +Always use `path.join()` for file paths — never hardcode `/` or `\` separators. Squad must work on Windows, macOS, and Linux. All tests must pass on all platforms. + +### Init Idempotency +The init flow uses a skip-if-exists pattern: if a file or directory already exists, skip it and report "already exists." Never overwrite user state during init. The upgrade flow overwrites only Squad-owned files. + +### Copy Pattern +`copyRecursive(src, target)` handles both files and directories. It creates parent directories with `{ recursive: true }` and uses `fs.copyFileSync` for files. + +## Examples + +```javascript +// Error handling +function fatal(msg) { + console.error(`${RED}✗${RESET} ${msg}`); + process.exit(1); +} + +// File path construction (Windows-safe) +const agentDest = path.join(dest, '.github', 'agents', 'squad.agent.md'); + +// Skip-if-exists pattern +if (!fs.existsSync(ceremoniesDest)) { + fs.copyFileSync(ceremoniesSrc, ceremoniesDest); + console.log(`${GREEN}✓${RESET} .squad/ceremonies.md`); +} else { + console.log(`${DIM}ceremonies.md already exists — skipping${RESET}`); +} +``` + +## Anti-Patterns +- **Adding npm dependencies** — Squad is zero-dep. Use Node.js built-ins only. +- **Hardcoded path separators** — Never use `/` or `\` directly. Always `path.join()`. +- **Overwriting user state on init** — Init skips existing files. Only upgrade overwrites Squad-owned files. +- **Raw stack traces** — All errors go through `fatal()`. Users see clean messages, not stack traces. +- **Inline ANSI codes** — Use the color constants (`GREEN`, `RED`, `DIM`, `BOLD`, `RESET`). diff --git a/.squad/team.md b/.squad/team.md new file mode 100644 index 00000000..d021701d --- /dev/null +++ b/.squad/team.md @@ -0,0 +1,60 @@ +# PyIndicators — Squad Team + +## Project Context + +- **Project:** PyIndicators +- **Owner:** marcvanduyn +- **Description:** A powerful and user-friendly Python library for financial technical analysis indicators, metrics and helper functions for pandas and polars dataframes. Written entirely in Python with no external dependencies. +- **Stack:** Python, pandas, polars, Docusaurus (docs) +- **Repo:** CodingKitties/PyIndicators + +## Members + +| Name | Role | Specialty | Emoji | +|------|------|-----------|-------| +| Marc | Owner / PM | Project owner, direction, final say | 👤 Human | +| Carlos | Lead | Architecture, code review, decisions | 🏗️ | +| DevMeister3000 | Core Dev | Indicator implementations, Python | 🔧 | +| ChaosAgent | Tester | Tests, quality, edge cases | 🧪 | +| Doc Vader | DevRel | Docusaurus docs, examples, guides | 📝 | +| @copilot | Coding Agent | Autonomous issue pickup, PRs | 🤖 | +| Scribe | (silent) | Memory, decisions, session logs | 📋 | +| Ralph | (monitor) | Work queue, backlog, keep-alive | 🔄 | + + + +## Issue Source + +- **Repository:** `coding-kitties/PyIndicators` +- **Connected:** 2026-02-27 +- **Filters:** All open issues + +## PRD + +- **Source:** `/Users/marcvanduyn/Projects/CodingKitties/PyIndicators/PRD.md` +- **Ingested:** 2026-02-27 +- **Status:** Decomposed → 70 work items in `.squad/work-items.md` + +## Coding Agent — Capabilities + +| Task Type | Fit | Notes | +|-----------|-----|-------| +| Single-file indicator implementation | 🟢 | Follows established pattern | +| Writing unittest test suites | 🟢 | Straightforward from existing examples | +| Single-file bug fixes | 🟢 | Scoped, low risk | +| Documentation pages (Docusaurus md) | 🟢 | Template-driven | +| README updates | 🟢 | Text edits | +| Multi-file refactors | 🟡 | Needs squad review | +| New indicator with complex math (porting PineScript) | 🟡 | Logic correctness needs review | +| Architecture changes (new module structure) | 🔴 | Requires Carlos (Lead) decision | +| Docusaurus config / sidebar changes | 🔴 | Risk of breaking docs build | +| Release management / versioning | 🔴 | Needs human approval | + +## Tech Stack + +- **Language:** Python 3.12+ +- **DataFrame support:** pandas, polars +- **Testing:** unittest +- **Documentation:** Docusaurus +- **Build:** pyproject.toml +- **No external dependencies** for core library diff --git a/.squad/templates/.gitkeep b/.squad/templates/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/templates/improve-chart-issue.yml b/.squad/templates/improve-chart-issue.yml new file mode 100644 index 00000000..bc9bcc7c --- /dev/null +++ b/.squad/templates/improve-chart-issue.yml @@ -0,0 +1,115 @@ +name: "📊 Improve Documentation Chart" +description: "Request an improved or new chart for an indicator's documentation page" +title: "[Chart] " +labels: ["squad", "docs", "chart"] +body: + - type: markdown + attributes: + value: | + ## Documentation Chart Improvement + Use this template to request a new or improved chart for an indicator's documentation page. + **Include reference screenshots** showing what the chart should look like. + + - type: input + id: indicator-name + attributes: + label: Indicator Name + description: "Which indicator's documentation needs a chart update?" + placeholder: "e.g., SuperTrend, RSI, Trendline Breakout Navigator" + validations: + required: true + + - type: input + id: docs-page + attributes: + label: Current Docs Page + description: "Path to the existing docs page (if it exists)" + placeholder: "e.g., docs/content/indicators/trend/supertrend.md" + validations: + required: false + + - type: dropdown + id: chart-type + attributes: + label: What needs to happen? + options: + - Add a new chart (no chart exists yet) + - Replace existing chart (current one is wrong or ugly) + - Add additional chart (show a different view or timeframe) + - Fix chart rendering issue + validations: + required: true + + - type: textarea + id: reference-chart + attributes: + label: Reference Chart(s) + description: | + **Paste or drag & drop screenshots** of what the chart should look like. + Include charts from TradingView, other platforms, or hand-drawn sketches — anything that shows the desired result. + placeholder: "Drag and drop images here..." + validations: + required: true + + - type: textarea + id: chart-description + attributes: + label: Chart Description + description: | + **Describe the chart in detail** — agents may not always be able to see images. + Include: what data is shown, what the indicator lines/zones look like, colors, key visual features. + placeholder: | + - Chart type: Candlestick with overlay + - Indicator display: Two bands (upper green, lower red) with fill between them + - Signals: Triangle markers at crossover points + - Timeframe shown: 6 months of daily data + - The chart should clearly show a trend reversal around the middle + - ... + validations: + required: true + + - type: textarea + id: data-source + attributes: + label: Data Source + description: "What data should the chart use?" + placeholder: | + - Asset: BTC/USD + - Timeframe: Daily + - Date range: 2024-01-01 to 2024-12-31 + - Or: use existing test data from resources/data/ + validations: + required: false + + - type: textarea + id: chart-requirements + attributes: + label: Chart Requirements + description: "Any specific requirements for the chart?" + placeholder: | + - Library: plotly (for interactive) or matplotlib (for static) + - Include: buy/sell signal annotations + - Color scheme: green for bullish, red for bearish + - Export as: static image for docs + interactive HTML + validations: + required: false + + - type: checkboxes + id: deliverables + attributes: + label: Deliverables + description: "What needs to be delivered?" + options: + - label: "Static chart image for docs page (PNG/SVG in `static/images/`)" + - label: "Update docs page to include the chart" + - label: "Analysis notebook with interactive plotly chart" + - label: "HTML export of interactive chart" + + - type: textarea + id: additional-context + attributes: + label: Additional Context + description: "Anything else? What's wrong with the current chart? Specific style preferences?" + placeholder: "Optional additional context..." + validations: + required: false diff --git a/.squad/templates/new-indicator-issue.md b/.squad/templates/new-indicator-issue.md new file mode 100644 index 00000000..4af0b525 --- /dev/null +++ b/.squad/templates/new-indicator-issue.md @@ -0,0 +1,60 @@ +## New Indicator Request + +### Indicator Name + + + +### Category + + + +### Description + + + +### Reference Chart(s) + + + + +### Chart Description + + + +- **Timeframe:** +- **Asset:** +- **What's shown:** + + +### Parameters + + +| Parameter | Type | Default | Description | +|-----------|------|---------|-------------| +| `period` | int | 14 | Lookback period | +| `source_column` | str | 'Close' | Source column | + + +### Source / Reference + + + +### Expected Output Columns + + +- `indicator_value`: +- `indicator_signal`: + + +### Deliverables Checklist + +- [ ] Implementation in `pyindicators/indicators/` (pandas + polars support) +- [ ] Exports in `__init__.py` and `__all__` +- [ ] Unit tests in `tests/indicators/` (pandas, polars, edge cases) +- [ ] Documentation page in `docs/content/indicators/` with chart image +- [ ] Sidebar registration in `docs/sidebars.js` +- [ ] Entry in README.md features list +- [ ] Analysis notebook in `analysis/indicators/` with plotly chart + +### Additional Context + diff --git a/.squad/templates/new-indicator-issue.yml b/.squad/templates/new-indicator-issue.yml new file mode 100644 index 00000000..f03a0b39 --- /dev/null +++ b/.squad/templates/new-indicator-issue.yml @@ -0,0 +1,140 @@ +name: "🔧 New Indicator" +description: "Request a new technical indicator implementation" +title: "[Indicator] " +labels: ["squad", "indicator"] +body: + - type: markdown + attributes: + value: | + ## New Indicator Request + Use this template to request a new indicator for PyIndicators. + **Include chart screenshots** showing the expected output — the team needs visual references to reproduce the behavior accurately. + + - type: input + id: indicator-name + attributes: + label: Indicator Name + description: "The name of the indicator (e.g., Parabolic SAR, Ichimoku Cloud)" + placeholder: "e.g., VWAP (Volume Weighted Average Price)" + validations: + required: true + + - type: dropdown + id: category + attributes: + label: Category + description: "Which category does this indicator belong to?" + options: + - Trend + - Momentum + - Volatility + - Support & Resistance + - Pattern Recognition + - Volume + - Helpers / Utilities + validations: + required: true + + - type: textarea + id: description + attributes: + label: Description + description: "What does this indicator do? How is it used in trading?" + placeholder: "Describe the indicator's purpose, what it measures, and typical use cases..." + validations: + required: true + + - type: textarea + id: reference-chart + attributes: + label: Reference Chart(s) + description: | + **Paste or drag & drop chart screenshots** showing the expected indicator output. + Include charts from TradingView, PineScript, or any other platform. + The more visual references, the better — these are used to verify the implementation. + placeholder: "Drag and drop images here, or paste image URLs..." + validations: + required: true + + - type: textarea + id: chart-description + attributes: + label: Chart Description + description: | + **Describe what the chart(s) show** — agents may not always be able to see images. + Include: timeframe, asset, what lines/zones/signals are visible, colors, behavior at key points. + placeholder: | + - Timeframe: Daily + - Asset: BTC/USD + - The indicator shows a green line above price during downtrends and red line below during uptrends + - Signals are marked with triangles at crossover points + - ... + validations: + required: true + + - type: textarea + id: parameters + attributes: + label: Parameters + description: "List the indicator's parameters with types and defaults" + placeholder: | + - `period` (int, default=14): Lookback period + - `multiplier` (float, default=2.0): ATR multiplier + - `source` (str, default='Close'): Source column + value: | + - `period` (int, default=14): + - `source_column` (str, default='Close'): + validations: + required: false + + - type: textarea + id: source-reference + attributes: + label: Source / Reference + description: "Link to PineScript source, academic paper, or reference implementation" + placeholder: "e.g., https://www.tradingview.com/script/... or a PineScript code block" + validations: + required: false + + - type: textarea + id: output-columns + attributes: + label: Expected Output Columns + description: "What columns should the indicator add to the DataFrame?" + placeholder: | + - `indicator_value`: Main indicator line + - `indicator_signal`: Buy/sell signal (1, -1, 0) + - `indicator_upper`: Upper band + - `indicator_lower`: Lower band + validations: + required: false + + - type: checkboxes + id: deliverables + attributes: + label: Deliverables Checklist + description: "A complete indicator requires ALL of the following. The squad will handle each." + options: + - label: "Implementation in `pyindicators/indicators/` (pandas + polars support)" + required: true + - label: "Exports in `__init__.py` and `__all__`" + required: true + - label: "Unit tests in `tests/indicators/` (pandas, polars, edge cases)" + required: true + - label: "Documentation page in `docs/content/indicators/` with chart image" + required: true + - label: "Sidebar registration in `docs/sidebars.js`" + required: true + - label: "Entry in README.md features list" + required: true + - label: "Analysis notebook in `analysis/indicators/` with plotly chart" + required: true + + - type: textarea + id: additional-context + attributes: + label: Additional Context + description: "Anything else? Special edge cases, related indicators, priority notes..." + placeholder: "Optional additional context..." + validations: + required: false diff --git a/.squad/work-items.md b/.squad/work-items.md new file mode 100644 index 00000000..c87dc619 --- /dev/null +++ b/.squad/work-items.md @@ -0,0 +1,138 @@ +# PyIndicators — Work Items Decomposition + +> Decomposed from [PRD.md](../PRD.md) by Carlos (Lead) on 2026-02-27. + +## Summary + +| Phase | Total Items | P0 | P1 | P2 | P3 | +|-------|-------------|----|----|----|----| +| Phase 1 — Test Coverage | 14 | 8 | 3 | 3 | 0 | +| Phase 2 — Documentation | 11 | 0 | 9 | 2 | 0 | +| Phase 3 — README & Onboarding | 5 | 1 | 2 | 2 | 0 | +| Phase 4 — Analysis Notebooks | 29 | 0 | 0 | 0 | 29 | +| Phase 5 — New Indicators | 11 | 0 | 0 | 5 | 6 | +| **Total** | **70** | **9** | **14** | **12** | **35** | + +--- + +## Phase 1 — Test Coverage (Critical) + +Every indicator must have tests covering Pandas input/output, Polars input/output, and edge cases. + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 1.01 | Write tests for `average_true_range.py` (ATR) | ChaosAgent | P0 | None | S | Classic volatility indicator, simple I/O | +| 1.02 | Write tests for `commodity_channel_index.py` (CCI) | ChaosAgent | P0 | None | S | Classic momentum indicator | +| 1.03 | Write tests for `rate_of_change.py` (ROC) | ChaosAgent | P0 | None | S | Classic momentum indicator | +| 1.04 | Write tests for `liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic, needs realistic OHLCV data | +| 1.05 | Write tests for `buyside_sellside_liquidity.py` | ChaosAgent | P0 | None | M | Complex price-action logic | +| 1.06 | Write tests for `pure_price_action_liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic | +| 1.07 | Write tests for `liquidity_pools.py` | ChaosAgent | P0 | None | M | Complex price-action logic | +| 1.08 | Write tests for `liquidity_levels_voids.py` | ChaosAgent | P0 | None | M | Complex price-action logic | +| 1.09 | Write tests for `pulse_mean_accelerator.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | +| 1.10 | Write tests for `equal_highs_lows.py` | ChaosAgent | P1 | None | M | Medium-priority S/R indicator | +| 1.11 | Write tests for `volume_weighted_trend.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | +| 1.12 | Write tests for `is_down_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | +| 1.13 | Write tests for `is_up_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | +| 1.14 | Write tests for `up_and_down_trends.py` | ChaosAgent | P2 | None | S | Simple helper utility | + +--- + +## Phase 2 — Documentation Completeness (High) + +Add missing doc pages and ensure sidebar registration. + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 2.01 | Create doc page for Volume Gated Trend Ribbon | Doc Vader | P1 | None | S | Category: Trend. Follow `docs/content/indicators/trend/` pattern | +| 2.02 | Create doc page for Commodity Channel Index (CCI) | Doc Vader | P1 | None | S | Category: Momentum | +| 2.03 | Create doc page for Rate of Change (ROC) | Doc Vader | P1 | None | S | Category: Momentum | +| 2.04 | Create doc page for Equal Highs / Lows | Doc Vader | P1 | None | S | Category: Support & Resistance | +| 2.05 | Create doc page for Swing Structure | Doc Vader | P1 | None | S | Category: Support & Resistance | +| 2.06 | Create doc page for Trendline Breakout Navigator | Doc Vader | P1 | None | S | Category: Support & Resistance | +| 2.07 | Create doc page for Up and Downtrends | Doc Vader | P1 | None | S | Category: Helpers | +| 2.08 | Register all 7 new doc pages in `docs/sidebars.js` | Doc Vader | P1 | 2.01–2.07 | S | Must update sidebar config | +| 2.09 | Document missing utility functions (`is_below`, `is_above`, `get_slope`, etc.) | Doc Vader | P1 | None | S | Only `has_any_lower_then_threshold` currently documented | +| 2.10 | Update README features list to include all 16 missing indicators | Doc Vader | P2 | None | S | See PRD §4.3 list | +| 2.11 | Fix "no external dependencies" claim in README and `pyproject.toml` | Doc Vader | P2 | None | S | Replace with accurate description | + +--- + +## Phase 3 — README & Onboarding (Medium) + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 3.01 | Fix "no external dependencies" metadata discrepancy | Doc Vader | P0 | None | S | Misleads users; fix in README + pyproject.toml description | +| 3.02 | Add "Quick Start" section with minimal end-to-end example | Doc Vader | P1 | None | S | Show install → import → compute → inspect | +| 3.03 | Restructure README: reduce inline API docs, link to Docusaurus site | Doc Vader | P1 | 2.01–2.09 | M | Depends on docs being complete first | +| 3.04 | Add badges (PyPI version, test status, docs link) | Doc Vader | P2 | None | S | Standard OSS project hygiene | +| 3.05 | Add CONTRIBUTING.md with indicator authoring guide | Doc Vader | P2 | None | M | Guide contributors on patterns from PRD §7 | + +--- + +## Phase 4 — Analysis Notebooks (Low / Nice-to-have) + +All items are P3. No dependencies unless noted. Owner: Doc Vader. Complexity: S each. + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 4.01 | Create notebook for Simple Moving Average (SMA) | Doc Vader | P3 | None | S | Classic trend | +| 4.02 | Create notebook for Weighted Moving Average (WMA) | Doc Vader | P3 | None | S | Classic trend | +| 4.03 | Create notebook for Exponential Moving Average (EMA) | Doc Vader | P3 | None | S | Classic trend | +| 4.04 | Create notebook for SuperTrend | Doc Vader | P3 | None | S | Popular trend indicator | +| 4.05 | Create notebook for Volume Gated Trend Ribbon | Doc Vader | P3 | None | S | | +| 4.06 | Create notebook for MACD | Doc Vader | P3 | None | S | High-value classic | +| 4.07 | Create notebook for RSI | Doc Vader | P3 | None | S | High-value classic | +| 4.08 | Create notebook for Wilders RSI | Doc Vader | P3 | None | S | | +| 4.09 | Create notebook for Williams %R | Doc Vader | P3 | None | S | | +| 4.10 | Create notebook for ADX | Doc Vader | P3 | None | S | | +| 4.11 | Create notebook for Stochastic Oscillator | Doc Vader | P3 | None | S | | +| 4.12 | Create notebook for Momentum Confluence | Doc Vader | P3 | None | S | | +| 4.13 | Create notebook for Commodity Channel Index (CCI) | Doc Vader | P3 | 1.02 | S | Needs working impl + tests first | +| 4.14 | Create notebook for Rate of Change (ROC) | Doc Vader | P3 | 1.03 | S | Needs working impl + tests first | +| 4.15 | Create notebook for Bollinger Bands | Doc Vader | P3 | None | S | High-value classic | +| 4.16 | Create notebook for Average True Range (ATR) | Doc Vader | P3 | 1.01 | S | | +| 4.17 | Create notebook for Moving Average Envelope | Doc Vader | P3 | None | S | | +| 4.18 | Create notebook for Nadaraya-Watson Envelope | Doc Vader | P3 | None | S | | +| 4.19 | Create notebook for Fibonacci Retracement | Doc Vader | P3 | None | S | | +| 4.20 | Create notebook for Golden Zone | Doc Vader | P3 | None | S | | +| 4.21 | Create notebook for Fair Value Gap | Doc Vader | P3 | None | S | | +| 4.22 | Create notebook for Order Blocks | Doc Vader | P3 | None | S | | +| 4.23 | Create notebook for Market Structure | Doc Vader | P3 | None | S | | +| 4.24 | Create notebook for Divergence | Doc Vader | P3 | None | S | | +| 4.25 | Create notebook for Accumulation Distribution Zones | Doc Vader | P3 | None | S | | +| 4.26 | Create notebook for Volume Imbalance | Doc Vader | P3 | None | S | | +| 4.27 | Create notebook for Opening Gap | Doc Vader | P3 | None | S | | +| 4.28 | Create notebook for Strong / Weak High / Low | Doc Vader | P3 | None | S | | +| 4.29 | Create notebook for Trendline Breakout Navigator | Doc Vader | P3 | None | S | | + +--- + +## Phase 5 — New Indicators (Backlog) + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 5.01 | Implement VWAP (Volume Weighted Average Price) | DevMeister3000 | P2 | Phase 1 done | M | Essential for intraday; high user demand | +| 5.02 | Implement Ichimoku Cloud | DevMeister3000 | P2 | Phase 1 done | L | Commonly requested; multiple output lines | +| 5.03 | Implement Pivot Points (Standard, Camarilla, Woodie) | DevMeister3000 | P2 | Phase 1 done | M | Classic S/R levels | +| 5.04 | Implement Keltner Channels | DevMeister3000 | P2 | 1.01 (ATR tests) | M | Depends on ATR being fully tested | +| 5.05 | Implement Donchian Channels | DevMeister3000 | P2 | Phase 1 done | S | Simple breakout detection | +| 5.06 | Implement Parabolic SAR | DevMeister3000 | P3 | Phase 1 done | M | Trend reversal | +| 5.07 | Implement Heikin-Ashi Candles | DevMeister3000 | P3 | Phase 1 done | S | Trend-smoothing candle type | +| 5.08 | Implement On-Balance Volume (OBV) | DevMeister3000 | P3 | Phase 1 done | S | Volume-based trend confirmation | +| 5.09 | Implement Chaikin Money Flow | DevMeister3000 | P3 | Phase 1 done | S | Volume/momentum hybrid | +| 5.10 | Run type annotations audit across all public APIs | DevMeister3000 | P3 | Phase 1 done | M | Ensure full type hints | +| 5.11 | Create performance benchmark suite (pandas vs polars) | DevMeister3000 | P3 | Phase 1 done | M | Comparative benchmarks | + +--- + +## Execution Order Recommendation + +1. **Immediate (P0):** Items 1.01–1.08 (8 high-priority test gaps) + 3.01 (metadata fix) — these block quality confidence. +2. **Next sprint (P1):** Remaining tests (1.09–1.11) + all doc pages (2.01–2.09) + README quick start (3.02) + README restructure (3.03). +3. **Following sprint (P2):** README features update (2.10–2.11) + badges (3.04) + CONTRIBUTING.md (3.05) + top new indicators (5.01–5.05). +4. **Backlog (P3):** Phase 4 notebooks + remaining Phase 5 indicators + type audit + benchmarks. + +--- + +*Generated by Carlos (Lead) — 2026-02-27* diff --git a/static/images/indicators/volumetric_supply_demand_zones.png b/static/images/indicators/volumetric_supply_demand_zones.png index 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z{+0qrS3$Im#6x?DQGWN|I^`dw09NLd3D#f;?Nr~gz2hG{#oBEG=T`bhtkC#ibB+$WE|609^fZB0rC^hNasNHd^D5x&06_4*v}GeY3amd^mn6C+N=jQI=nVQUE`{ zr3{z+d-F}8GSme^9-s&23}A`>TfY?EPG<#QOBiow|9ddd{86^f@7Eo?0)0tY{&(1s zCtsKNuML^|j{k=;4Y2pIo9F(X);~-94xgj1Lju!l*7q;Fk$%?vkBC4A(r3M0*4E!e z7ww9tPyQcCMT~tf3av$b`Fq*lck<`SfL;$QVB)cLen$U1k2+GR)BW=qv;<^BG*c5H z-~qjlryu`6XOC{<(Wx7<4x{?lu>e7uvxg<}{n)?fkO8#jz4L45m{BvV=6QczK~$gu z_)hI!g>x?aNDcA$e~wm1RVEDqOvh)2cZ{hI0Q+Ip<3+wn; kAwM4n3kwSe^5RZl`5rCXB?-Hq1b@L&QP8}cFJ~U|fA9{ Date: Sat, 28 Feb 2026 13:20:17 +0100 Subject: [PATCH 15/21] fix: add choch_plus columns to TestChochBosSignal setUp --- .gitignore | 2 +- tests/indicators/test_market_structure.py | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index b972efe0..916722ae 100644 --- a/.gitignore +++ b/.gitignore @@ -152,4 +152,4 @@ test.ipynb *.html *_test.png -analysis/* \ No newline at end of file +analysis/* diff --git a/tests/indicators/test_market_structure.py b/tests/indicators/test_market_structure.py index 6af3b90f..93126e35 100644 --- a/tests/indicators/test_market_structure.py +++ b/tests/indicators/test_market_structure.py @@ -291,6 +291,8 @@ def setUp(self): self.df = pd.DataFrame({ 'choch_bullish': [0, 1, 0, 0, 0], 'choch_bearish': [0, 0, 0, 1, 0], + 'choch_plus_bullish': [0, 0, 0, 0, 0], + 'choch_plus_bearish': [0, 0, 0, 0, 0], 'bos_bullish': [0, 0, 1, 0, 0], 'bos_bearish': [1, 0, 0, 0, 0] }) From f5ec9b9b5955a9d9886ed6b6cb0da4404772c038 Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Sat, 28 Feb 2026 13:26:39 +0100 Subject: [PATCH 16/21] fix: add investing-algorithm-framework to docs deploy workflow --- .github/workflows/deploy-docs.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/deploy-docs.yml b/.github/workflows/deploy-docs.yml index 990b1052..de2b1f08 100644 --- a/.github/workflows/deploy-docs.yml +++ b/.github/workflows/deploy-docs.yml @@ -38,7 +38,7 @@ jobs: pip install --upgrade pip pip install poetry poetry install --no-interaction - pip install plotly kaleido + pip install plotly kaleido investing-algorithm-framework - name: Generate indicator charts run: python scripts/charts/generate_all.py --download From e6bb7b2425537da809597f64a3b2155c5bbe44b2 Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Sat, 28 Feb 2026 13:29:03 +0100 Subject: [PATCH 17/21] chore: remove .squad/ from PR tracking --- .squad/agents/carlos/charter.md | 35 ------ .squad/agents/carlos/history.md | 14 --- .squad/agents/chaosagent/charter.md | 43 ------- .squad/agents/chaosagent/history.md | 17 --- .squad/agents/devmeister3000/charter.md | 40 ------- .squad/agents/devmeister3000/history.md | 23 ---- .squad/agents/doc-vader/charter.md | 45 -------- .squad/agents/doc-vader/history.md | 18 --- .squad/agents/scribe/charter.md | 34 ------ .squad/agents/scribe/history.md | 11 -- .squad/casting/history.json | 13 --- .squad/casting/policy.json | 5 - .squad/casting/registry.json | 42 ------- .squad/ceremonies.md | 41 ------- .squad/decisions.md | 55 --------- .squad/decisions/inbox/.gitkeep | 0 .squad/identity/.gitkeep | 0 .squad/identity/now.md | 9 -- .squad/identity/wisdom.md | 15 --- .squad/routing.md | 40 ------- .squad/skills/.gitkeep | 0 .squad/skills/squad-conventions/SKILL.md | 69 ----------- .squad/team.md | 60 ---------- .squad/templates/.gitkeep | 0 .squad/templates/improve-chart-issue.yml | 115 ------------------- .squad/templates/new-indicator-issue.md | 60 ---------- .squad/templates/new-indicator-issue.yml | 140 ----------------------- .squad/work-items.md | 138 ---------------------- 28 files changed, 1082 deletions(-) delete mode 100644 .squad/agents/carlos/charter.md delete mode 100644 .squad/agents/carlos/history.md delete mode 100644 .squad/agents/chaosagent/charter.md delete mode 100644 .squad/agents/chaosagent/history.md delete mode 100644 .squad/agents/devmeister3000/charter.md delete mode 100644 .squad/agents/devmeister3000/history.md delete mode 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delete mode 100644 .squad/work-items.md diff --git a/.squad/agents/carlos/charter.md b/.squad/agents/carlos/charter.md deleted file mode 100644 index 979d61d6..00000000 --- a/.squad/agents/carlos/charter.md +++ /dev/null @@ -1,35 +0,0 @@ -# Carlos — Lead - -## Identity - -- **Name:** Carlos -- **Role:** Lead / Architect -- **Emoji:** 🏗️ - -## Scope - -- Architecture and API design for the PyIndicators library -- Code review for all new indicator implementations -- Ensuring consistent patterns across all indicators -- Making decisions about public API shape and column naming conventions -- Approving or rejecting structural changes - -## Boundaries - -- Does NOT implement indicators directly (routes to DevMeister3000) -- Does NOT write tests (routes to ChaosAgent) -- Does NOT write documentation (routes to Doc Vader) - -## Standards - -- Every indicator must follow the established pattern: `indicator()`, `indicator_signal()`, `get_indicator_stats()` -- Support both pandas and polars DataFrames -- No external dependencies in core library -- Column naming must be consistent (lowercase, underscore-separated prefix) -- All public functions must have comprehensive docstrings - -## Review Authority - -- Approves/rejects architecture decisions -- Reviews API changes and new indicator public interfaces -- Can reassign rejected work to a different agent diff --git a/.squad/agents/carlos/history.md b/.squad/agents/carlos/history.md deleted file mode 100644 index 10aa232b..00000000 --- a/.squad/agents/carlos/history.md +++ /dev/null @@ -1,14 +0,0 @@ -# Carlos — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Stack:** Python 3.12+, pandas, polars, unittest, Docusaurus docs -- **Key patterns:** Each indicator has three public functions (`indicator()`, `indicator_signal()`, `get_indicator_stats()`), supports both pandas/polars, registered in `pyindicators/indicators/__init__.py` and `pyindicators/__init__.py` - -## Learnings - -- Team formed 2026-02-27. Roster: Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). -- 2026-02-27: Decomposed PRD into 70 work items across 5 phases. Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. Phase 1 (test coverage) has 14 items — 8 at P0 targeting the liquidity/price-action cluster and classic indicators (ATR, CCI, ROC). Phase 2 (docs) has 11 items covering 7 missing doc pages + sidebar + utils + README updates. Phase 5 (new indicators) has 11 items, with VWAP, Ichimoku, and Pivot Points as highest priority new features. Priority ordering: tests first to establish quality baseline, then docs, then README polish, then notebooks and new features. -- 2026-02-27: Issue #3 — Produced detailed chart plan for Trendline Breakout Navigator. TBN is a multi-timeframe indicator with 3 trendline timeframes, composite score, HH/LL events, and wick breaks. Chart plan uses 3-row layout (price+trendlines, composite trend, volume). Key insight: need ~365 days of 4h data to get enough long-timeframe pivots. Trendline values (`tbn_value_*`) are the projected prices — these should be drawn as lines on the price chart, colored by the corresponding `tbn_trend_*` direction. Decision written to `.squad/decisions/inbox/carlos-tbn-chart-plan.md`. diff --git a/.squad/agents/chaosagent/charter.md b/.squad/agents/chaosagent/charter.md deleted file mode 100644 index 5ab02ab7..00000000 --- a/.squad/agents/chaosagent/charter.md +++ /dev/null @@ -1,43 +0,0 @@ -# ChaosAgent — Tester - -## Identity - -- **Name:** ChaosAgent -- **Role:** Tester / QA -- **Emoji:** 🧪 - -## Scope - -- Writing comprehensive unittest test suites for all indicators -- Testing both pandas and polars DataFrame inputs -- Edge case testing (small data, NaN values, custom column names) -- Verifying output column shapes, types, and value ranges -- Regression testing when indicators are modified - -## Boundaries - -- Does NOT implement indicators (routes to DevMeister3000) -- Does NOT write documentation (routes to Doc Vader) -- Does NOT make architecture decisions (routes to Carlos) - -## Testing Standards - -- **Framework:** unittest (NOT pytest) -- **File location:** `tests/indicators/test_{indicator_name}.py` -- **Test data:** Use `_make_ohlcv()` helper to generate realistic random OHLCV data with numpy seed for reproducibility -- **Required test categories:** - 1. Returns correct DataFrame type (pandas and polars) - 2. All expected output columns are present - 3. Row count unchanged - 4. Output values in expected ranges (trend: {-1, 0, 1}, binary: {0, 1}) - 5. Custom column names work - 6. Different parameters produce different output - 7. Invalid input raises exception - 8. Small DataFrame doesn't crash - 9. Signal function consistency - 10. Stats function returns expected keys with valid types - -## Review Authority - -- Reviews test coverage of new indicator implementations -- Can reject implementations with insufficient testability diff --git a/.squad/agents/chaosagent/history.md b/.squad/agents/chaosagent/history.md deleted file mode 100644 index 8ffafbd2..00000000 --- a/.squad/agents/chaosagent/history.md +++ /dev/null @@ -1,17 +0,0 @@ -# ChaosAgent — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Testing framework:** unittest -- **Test location:** `tests/indicators/test_{indicator_name}.py` -- **Test data pattern:** `_make_ohlcv(n=200, seed=42)` generates reproducible OHLCV data - -## Learnings - -- Team formed 2026-02-27. -- Tests use `unittest.TestCase` with `setUp` creating shared test DataFrames. -- Each test file tests three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()`. -- Polars tests convert pandas→polars and verify the result type. -- Virtual environment at `.venv/` — run tests with `.venv/bin/python -m unittest`. diff --git a/.squad/agents/devmeister3000/charter.md b/.squad/agents/devmeister3000/charter.md deleted file mode 100644 index 8d4c84ac..00000000 --- a/.squad/agents/devmeister3000/charter.md +++ /dev/null @@ -1,40 +0,0 @@ -# DevMeister3000 — Core Dev - -## Identity - -- **Name:** DevMeister3000 -- **Role:** Core Developer -- **Emoji:** 🔧 - -## Scope - -- Implementing new financial technical analysis indicators -- Porting indicators from PineScript (e.g., LuxAlgo) to Python/numpy -- Writing core computation functions using numpy arrays -- Ensuring both pandas and polars DataFrame compatibility -- Registering new indicators in `__init__.py` files - -## Boundaries - -- Does NOT make architecture decisions unilaterally (consults Carlos) -- Does NOT write test files (routes to ChaosAgent) -- Does NOT write documentation pages (routes to Doc Vader) - -## Technical Notes - -- **Pattern:** Each indicator module contains: - - Internal helpers (prefixed with `_`) - - A `_indicator_pandas()` core computation function - - Three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()` -- **DataFrame handling:** Accept Union[PdDataFrame, PlDataFrame], convert polars→pandas for computation, convert back -- **No external deps:** Use only numpy for computation (already a transitive dep of pandas) -- **Registration:** Add imports to `pyindicators/indicators/__init__.py` AND `pyindicators/__init__.py`, update both `__all__` lists -- **Column naming:** Use lowercase prefix (e.g., `tbn_trend_long`, `mcs_p1`) -- **Error handling:** Raise `PyIndicatorException` for invalid inputs - -## Key Files - -- `pyindicators/indicators/` — all indicator modules -- `pyindicators/indicators/__init__.py` — indicator registry -- `pyindicators/__init__.py` — top-level exports -- `pyindicators/exceptions.py` — exception classes diff --git a/.squad/agents/devmeister3000/history.md b/.squad/agents/devmeister3000/history.md deleted file mode 100644 index 51cc53f9..00000000 --- a/.squad/agents/devmeister3000/history.md +++ /dev/null @@ -1,23 +0,0 @@ -# DevMeister3000 — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Stack:** Python 3.12+, pandas, polars, numpy, unittest -- **Indicator pattern:** `indicator()` → `indicator_signal()` → `get_indicator_stats()`, all support pandas + polars -- **Current indicators:** ~50+ including EMA, SMA, RSI, MACD, Supertrend, Bollinger Bands, Fair Value Gap, Order Blocks, Market Structure, Swing Structure, Trendline Breakout Navigator, and many more - -## Learnings - -- Team formed 2026-02-27. -- Existing indicators follow a consistent pattern: internal `_compute_pandas()` function, public API with Union[PdDataFrame, PlDataFrame] type hints. -- Polars support is done by converting to pandas, computing, and converting back. -- Pivot detection uses left/right bar confirmation pattern (see `swing_structure.py`, `trendline_breakout_navigator.py`). -- **2026-02-27 — Flake8 cleanup (14 warnings):** Fixed F841, F401, E741, E127 across 8 files. Key patterns found: - - Several indicators compute intermediate variables for debugging/clarity that are never used (e.g., `y1_plus_slope` in trendline_breakout_navigator, `atr_vals` in z_score_predictive_zones). - - Three indicator modules used ambiguous variable `l` for low arrays — renamed to `low` in opening_gap.py, strong_weak_high_low.py, volume_imbalance.py. Other modules (like the older ones) used different patterns already. - - `accumulation_distribution_zones` functions were imported in `pyindicators/__init__.py` but missing from `__all__` — added them. This was likely an oversight when the indicator was registered. - - `Optional` was imported but unused in range_intelligence.py (the module uses `Union` instead). - - Pre-existing test failures exist in `test_market_structure` (CHoCH/BOS) — 9 errors unrelated to this work.- **2026-02-27 — TBN analysis notebook (Issue #3):** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's chart plan and the VWT notebook pattern. 3-row layout: candlestick + trendlines + markers (row 1, 70%), composite trend bar chart (row 2, 15%), volume bars (row 3, 15%). Outputs HTML, PNG to `static/images/indicators/` and `docs/static/img/indicators/`. `analysis/indicators/` directory is gitignored — used `git add -f` to commit. Stats block prints all 16 keys from `get_trendline_breakout_navigator_stats()`. -- **2026-02-28 — TBN dark theme chart overhaul (Issue #3):** Rewrote chart styling from light to dark theme (#131722 background, matching TradingView aesthetic). Key changes: (1) bright green `#00e676` / red `#ff5252` trendlines for contrast against dark background; (2) white-outlined markers (HH triangles, LL triangles, wick diamonds) for visibility; (3) increased chart height to 1000px + width 1400px; (4) Consolas monospace font; (5) subtle grid lines `rgba(255,255,255,0.06)` and muted neutral bars `#363a45` for zero-trend periods; (6) composite trend + volume bars at higher opacity for dark readability. Outputs regenerated to all three paths (HTML + 2× PNG). \ No newline at end of file diff --git a/.squad/agents/doc-vader/charter.md b/.squad/agents/doc-vader/charter.md deleted file mode 100644 index a76f4bef..00000000 --- a/.squad/agents/doc-vader/charter.md +++ /dev/null @@ -1,45 +0,0 @@ -# Doc Vader — DevRel - -## Identity - -- **Name:** Doc Vader -- **Role:** DevRel / Technical Writer -- **Emoji:** 📝 - -## Scope - -- Writing and maintaining Docusaurus documentation -- Creating indicator documentation pages in `docs/content/indicators/` -- Writing usage examples and tutorials -- Maintaining the installation guide -- Updating README.md with new indicators - -## Boundaries - -- Does NOT implement indicators (routes to DevMeister3000) -- Does NOT write tests (routes to ChaosAgent) -- Does NOT make architecture decisions (routes to Carlos) - -## Documentation Standards - -- **Framework:** Docusaurus -- **Content location:** `docs/content/indicators/` -- **Config:** `docs/docusaurus.config.js` -- **Sidebars:** `docs/sidebars.js` -- **Format:** Markdown with code examples -- **Each indicator doc should include:** - 1. Description of what the indicator does - 2. Parameters table with defaults - 3. Output columns table - 4. Python usage example - 5. Signal interpretation guide - -## Key Files - -- `docs/content/` — documentation markdown files -- `docs/content/indicators/` — individual indicator docs -- `docs/content/installation.md` — installation guide -- `docs/content/introduction.md` — getting started -- `docs/docusaurus.config.js` — site configuration -- `docs/sidebars.js` — navigation structure -- `README.md` — project README diff --git a/.squad/agents/doc-vader/history.md b/.squad/agents/doc-vader/history.md deleted file mode 100644 index f3614992..00000000 --- a/.squad/agents/doc-vader/history.md +++ /dev/null @@ -1,18 +0,0 @@ -# Doc Vader — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Docs framework:** Docusaurus -- **Docs location:** `docs/content/indicators/` for indicator pages -- **Site config:** `docs/docusaurus.config.js` - -## Learnings - -- Team formed 2026-02-27. -- Documentation site is at `docs/` with standard Docusaurus structure. -- Indicator docs live in `docs/content/indicators/`. -- Analysis notebooks in `analysis/indicators/` serve as visual examples. -- Chart images in docs use UPPER_SNAKE_CASE alt text and path `/img/indicators/.png`, placed immediately after the Example code block's closing fence. -- Added TBN chart image reference to `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` (Issue #3).- Verified TBN docs page after chart improvement (Issue #3, 2026-02-28): image ref `![TRENDLINE_BREAKOUT_NAVIGATOR](/img/indicators/trendline_breakout_navigator.png)` correct, PNG exists at both `docs/static/img/indicators/` and `static/images/indicators/` (227 966 bytes), function signatures/params/return columns/signal logic/stats keys all match source. No changes needed. \ No newline at end of file diff --git a/.squad/agents/scribe/charter.md b/.squad/agents/scribe/charter.md deleted file mode 100644 index d3e8c517..00000000 --- a/.squad/agents/scribe/charter.md +++ /dev/null @@ -1,34 +0,0 @@ -# Scribe — Charter - -## Identity - -- **Name:** Scribe -- **Role:** Session Logger / Memory Manager -- **Emoji:** 📋 - -## Scope - -- Maintaining `decisions.md` — merging inbox entries, deduplicating -- Writing orchestration log entries to `.squad/orchestration-log/` -- Writing session logs to `.squad/log/` -- Cross-agent context sharing via history.md updates -- Archiving old decisions when file exceeds ~20KB -- Summarizing history.md files when they exceed ~12KB -- Git committing `.squad/` changes - -## Boundaries - -- Never speaks to the user -- Never modifies code or test files -- Only writes to `.squad/` state files - -## Process - -1. Receive spawn manifest from coordinator -2. Write orchestration log entries (one per agent) -3. Write session log entry -4. Merge decision inbox files into `decisions.md`, delete inbox files -5. Update affected agents' `history.md` with cross-agent learnings -6. Archive decisions if file too large -7. Summarize histories if too large -8. Git add + commit `.squad/` changes diff --git a/.squad/agents/scribe/history.md b/.squad/agents/scribe/history.md deleted file mode 100644 index e4042262..00000000 --- a/.squad/agents/scribe/history.md +++ /dev/null @@ -1,11 +0,0 @@ -# Scribe — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Team root:** /Users/marcvanduyn/Projects/CodingKitties/PyIndicators - -## Learnings - -- Team formed 2026-02-27. diff --git a/.squad/casting/history.json b/.squad/casting/history.json deleted file mode 100644 index ec619a00..00000000 --- a/.squad/casting/history.json +++ /dev/null @@ -1,13 +0,0 @@ -[ - { - "assignment_id": "pyindicators-001", - "universe": "oceans-eleven", - "created_at": "2026-02-27T13:50:00Z", - "agents": [ - {"name": "Carlos", "role": "Lead", "user_override": true}, - {"name": "DevMeister3000", "role": "Core Dev", "user_override": true}, - {"name": "ChaosAgent", "role": "Tester", "user_override": true}, - {"name": "Doc Vader", "role": "DevRel", "user_override": true} - ] - } -] diff --git a/.squad/casting/policy.json b/.squad/casting/policy.json deleted file mode 100644 index 77b236bf..00000000 --- a/.squad/casting/policy.json +++ /dev/null @@ -1,5 +0,0 @@ -{ - "universes": ["oceans-eleven"], - "max_per_universe": 8, - "allow_user_overrides": true -} diff --git a/.squad/casting/registry.json b/.squad/casting/registry.json deleted file mode 100644 index ded3b37b..00000000 --- a/.squad/casting/registry.json +++ /dev/null @@ -1,42 +0,0 @@ -[ - { - "persistent_name": "Carlos", - "universe": "oceans-eleven", - "role": "Lead", - "folder": "carlos", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - }, - { - "persistent_name": "DevMeister3000", - "universe": "oceans-eleven", - "role": "Core Dev", - "folder": "devmeister3000", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - }, - { - "persistent_name": "ChaosAgent", - "universe": "oceans-eleven", - "role": "Tester", - "folder": "chaosagent", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - }, - { - "persistent_name": "Doc Vader", - "universe": "oceans-eleven", - "role": "DevRel", - "folder": "doc-vader", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - } -] diff --git a/.squad/ceremonies.md b/.squad/ceremonies.md deleted file mode 100644 index 45b4a581..00000000 --- a/.squad/ceremonies.md +++ /dev/null @@ -1,41 +0,0 @@ -# Ceremonies - -> Team meetings that happen before or after work. Each squad configures their own. - -## Design Review - -| Field | Value | -|-------|-------| -| **Trigger** | auto | -| **When** | before | -| **Condition** | multi-agent task involving 2+ agents modifying shared systems | -| **Facilitator** | lead | -| **Participants** | all-relevant | -| **Time budget** | focused | -| **Enabled** | ✅ yes | - -**Agenda:** -1. Review the task and requirements -2. Agree on interfaces and contracts between components -3. Identify risks and edge cases -4. Assign action items - ---- - -## Retrospective - -| Field | Value | -|-------|-------| -| **Trigger** | auto | -| **When** | after | -| **Condition** | build failure, test failure, or reviewer rejection | -| **Facilitator** | lead | -| **Participants** | all-involved | -| **Time budget** | focused | -| **Enabled** | ✅ yes | - -**Agenda:** -1. What happened? (facts only) -2. Root cause analysis -3. What should change? -4. Action items for next iteration diff --git a/.squad/decisions.md b/.squad/decisions.md deleted file mode 100644 index 34e5cd20..00000000 --- a/.squad/decisions.md +++ /dev/null @@ -1,55 +0,0 @@ -# Decisions - -> Canonical decision ledger. Append-only. Managed by Scribe. - ---- - -### 2026-02-27T13:50:00Z: Team formed -**By:** Squad (Coordinator) -**What:** Initial team cast for PyIndicators project — Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). -**Why:** User confirmed roster. - ---- - -### 2026-02-27: PRD Decomposition Approach -**By:** Carlos (Lead) -**What:** Decomposed the PRD (v0.19.0) into 70 specific, actionable work items across 5 phases and wrote them to `.squad/work-items.md`. -**Why:** Ensures the team has a clear, granular backlog with no ambiguity about what needs doing, who does it, and in what order. Priority ordering: tests (P0) → docs (P1) → README (P0/P1/P2) → notebooks (P3) → new features (P2/P3). Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. - ---- - -### 2026-02-27: Added @copilot as Coding Agent -**By:** Marc (via Squad Coordinator) -**What:** Added GitHub Copilot coding agent (@copilot) to the team roster with auto-assign enabled. Capability profile added to team.md with 🟢/🟡/🔴 fit ratings. Instructions installed at `.github/copilot-instructions.md`. Routing updated so Carlos triages issues against the capability profile before assigning `squad:copilot` labels. -**Why:** User requested autonomous issue pickup for suitable tasks. Enables @copilot to pick up 🟢-rated issues without human intervention. - ---- - -### 2026-02-27: Flake8 Cleanup — Variable Naming & Export Conventions -**By:** DevMeister3000 (Core Dev) -**What:** Fixed 14 flake8 warnings (F841, F401, E741, E127) across 8 files. Renamed ambiguous `l` → `low`, added missing `__all__` entries for `accumulation_distribution_zones`, removed unused intermediate variables. -**Why:** Zero flake8 warnings for selected rules. Established conventions: use `high`/`low` for array variables; always add new functions to both `__all__` lists during registration. - ---- - -### 2026-02-27: TBN Chart Plan — Architecture Decision -**By:** Carlos (Lead) -**Issue:** #3 — Improve Trendline Breakout Navigator -**What:** Defined chart layout (3-row: price+trendlines 70%, composite trend 15%, volume 15%), 12 traces, data requirements (BTC/EUR 4h ~365d), and output paths for TBN analysis notebook and docs chart. -**Why:** TBN docs page had no chart image. Plan gives DevMeister3000 an unambiguous implementation spec. Key decisions: trendline values plotted on price chart color-coded by direction, HH/LL/wick markers overlaid, composite trend background shading green/red. - ---- - -### 2026-02-27: TBN Chart Notebook Implementation -**By:** DevMeister3000 (Core Dev) -**Issue:** #3 -**What:** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's spec. PNG output to both `static/images/indicators/` and `docs/static/img/indicators/`. Used `git add -f` for gitignored analysis directory. Composite trend Y-axis hardcoded `[-3.5, 3.5]`. -**Why:** Implements the chart plan. Dual PNG output lets Doc Vader reference the docs copy directly without extra steps. - ---- - -### 2026-02-28T12:00:00Z: TBN Chart Dark Theme Overhaul -**By:** DevMeister3000 (Core Dev) -**Issue:** #3 -**What:** Switched TBN analysis notebook chart from light theme to professional dark theme (#131722 background). Updated all colors, opacities, markers, grid lines, and fonts for dark-background readability. Chart dimensions increased to 1000×1400px. -**Why:** Existing light-themed chart was flagged as wrong/ugly. Dark themes are standard in financial charting tools and provide better contrast for overlaid trendlines and markers. Establishes precedent: future indicator analysis notebooks should use this dark theme palette for visual consistency. diff --git a/.squad/decisions/inbox/.gitkeep b/.squad/decisions/inbox/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/identity/.gitkeep b/.squad/identity/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/identity/now.md b/.squad/identity/now.md deleted file mode 100644 index 30c8903b..00000000 --- a/.squad/identity/now.md +++ /dev/null @@ -1,9 +0,0 @@ ---- -updated_at: 2026-02-25T11:57:08.045Z -focus_area: Initial setup -active_issues: [] ---- - -# What We're Focused On - -Getting started. Updated by coordinator at session start. diff --git a/.squad/identity/wisdom.md b/.squad/identity/wisdom.md deleted file mode 100644 index c40c8ced..00000000 --- a/.squad/identity/wisdom.md +++ /dev/null @@ -1,15 +0,0 @@ ---- -last_updated: 2026-02-25T11:57:08.046Z ---- - -# Team Wisdom - -Reusable patterns and heuristics learned through work. NOT transcripts — each entry is a distilled, actionable insight. - -## Patterns - - - -## Anti-Patterns - - diff --git a/.squad/routing.md b/.squad/routing.md deleted file mode 100644 index 214d0d82..00000000 --- a/.squad/routing.md +++ /dev/null @@ -1,40 +0,0 @@ -# Routing Rules - -## Default Routes - -| Domain | Primary | Backup | -|--------|---------|--------| -| Architecture, design decisions, code review | Carlos | — | -| Indicator implementation, Python code, porting PineScript | DevMeister3000 | Carlos | -| Tests, edge cases, quality assurance, unittest | ChaosAgent | DevMeister3000 | -| Documentation, Docusaurus, examples, README | Doc Vader | Carlos | -| Session logging, decisions, memory | Scribe | — | -| Work queue, backlog, monitoring | Ralph | — | - -## Keyword Routes - -| Keywords | Route to | -|----------|----------| -| indicator, implement, port, pine, pinescript, algorithm, ema, sma, rsi, macd, pivot, swing, trendline, breakout | DevMeister3000 | -| test, unittest, assert, edge case, coverage, quality | ChaosAgent | -| docs, documentation, docusaurus, markdown, guide, example, tutorial, installation | Doc Vader | -| architecture, design, pattern, refactor, api, structure, review, approve | Carlos | -| backlog, issues, status, board, queue, monitor | Ralph | -| autonomous, copilot, simple fix, single-file, boilerplate | @copilot | - -## Copilot Agent Routing - -When triaging issues, Carlos evaluates against the capability profile in `team.md`: -- **🟢 issues** with `squad:copilot` label → @copilot picks up autonomously -- **🟡 issues** → @copilot works, but PR needs squad review before merge -- **🔴 issues** → route to appropriate squad agent instead - -## Multi-Domain - -When a task spans multiple domains (e.g., "add indicator with tests and docs"), fan out to all relevant agents in parallel. - -## Review Gate - -- Carlos reviews architecture decisions and API changes. -- ChaosAgent reviews all new indicator implementations (test coverage). -- Doc Vader reviews documentation accuracy. diff --git a/.squad/skills/.gitkeep b/.squad/skills/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/skills/squad-conventions/SKILL.md b/.squad/skills/squad-conventions/SKILL.md deleted file mode 100644 index 72eca68e..00000000 --- a/.squad/skills/squad-conventions/SKILL.md +++ /dev/null @@ -1,69 +0,0 @@ ---- -name: "squad-conventions" -description: "Core conventions and patterns used in the Squad codebase" -domain: "project-conventions" -confidence: "high" -source: "manual" ---- - -## Context -These conventions apply to all work on the Squad CLI tool (`create-squad`). Squad is a zero-dependency Node.js package that adds AI agent teams to any project. Understanding these patterns is essential before modifying any Squad source code. - -## Patterns - -### Zero Dependencies -Squad has zero runtime dependencies. Everything uses Node.js built-ins (`fs`, `path`, `os`, `child_process`). Do not add packages to `dependencies` in `package.json`. This is a hard constraint, not a preference. - -### Node.js Built-in Test Runner -Tests use `node:test` and `node:assert/strict` — no test frameworks. Run with `npm test`. Test files live in `test/`. The test command is `node --test test/`. - -### Error Handling — `fatal()` Pattern -All user-facing errors use the `fatal(msg)` function which prints a red `✗` prefix and exits with code 1. Never throw unhandled exceptions or print raw stack traces. The global `uncaughtException` handler calls `fatal()` as a safety net. - -### ANSI Color Constants -Colors are defined as constants at the top of `index.js`: `GREEN`, `RED`, `DIM`, `BOLD`, `RESET`. Use these constants — do not inline ANSI escape codes. - -### File Structure -- `.squad/` — Team state (user-owned, never overwritten by upgrades) -- `.squad/templates/` — Template files copied from `templates/` (Squad-owned, overwritten on upgrade) -- `.github/agents/squad.agent.md` — Coordinator prompt (Squad-owned, overwritten on upgrade) -- `templates/` — Source templates shipped with the npm package -- `.squad/skills/` — Team skills in SKILL.md format (user-owned) -- `.squad/decisions/inbox/` — Drop-box for parallel decision writes - -### Windows Compatibility -Always use `path.join()` for file paths — never hardcode `/` or `\` separators. Squad must work on Windows, macOS, and Linux. All tests must pass on all platforms. - -### Init Idempotency -The init flow uses a skip-if-exists pattern: if a file or directory already exists, skip it and report "already exists." Never overwrite user state during init. The upgrade flow overwrites only Squad-owned files. - -### Copy Pattern -`copyRecursive(src, target)` handles both files and directories. It creates parent directories with `{ recursive: true }` and uses `fs.copyFileSync` for files. - -## Examples - -```javascript -// Error handling -function fatal(msg) { - console.error(`${RED}✗${RESET} ${msg}`); - process.exit(1); -} - -// File path construction (Windows-safe) -const agentDest = path.join(dest, '.github', 'agents', 'squad.agent.md'); - -// Skip-if-exists pattern -if (!fs.existsSync(ceremoniesDest)) { - fs.copyFileSync(ceremoniesSrc, ceremoniesDest); - console.log(`${GREEN}✓${RESET} .squad/ceremonies.md`); -} else { - console.log(`${DIM}ceremonies.md already exists — skipping${RESET}`); -} -``` - -## Anti-Patterns -- **Adding npm dependencies** — Squad is zero-dep. Use Node.js built-ins only. -- **Hardcoded path separators** — Never use `/` or `\` directly. Always `path.join()`. -- **Overwriting user state on init** — Init skips existing files. Only upgrade overwrites Squad-owned files. -- **Raw stack traces** — All errors go through `fatal()`. Users see clean messages, not stack traces. -- **Inline ANSI codes** — Use the color constants (`GREEN`, `RED`, `DIM`, `BOLD`, `RESET`). diff --git a/.squad/team.md b/.squad/team.md deleted file mode 100644 index d021701d..00000000 --- a/.squad/team.md +++ /dev/null @@ -1,60 +0,0 @@ -# PyIndicators — Squad Team - -## Project Context - -- **Project:** PyIndicators -- **Owner:** marcvanduyn -- **Description:** A powerful and user-friendly Python library for financial technical analysis indicators, metrics and helper functions for pandas and polars dataframes. Written entirely in Python with no external dependencies. -- **Stack:** Python, pandas, polars, Docusaurus (docs) -- **Repo:** CodingKitties/PyIndicators - -## Members - -| Name | Role | Specialty | Emoji | -|------|------|-----------|-------| -| Marc | Owner / PM | Project owner, direction, final say | 👤 Human | -| Carlos | Lead | Architecture, code review, decisions | 🏗️ | -| DevMeister3000 | Core Dev | Indicator implementations, Python | 🔧 | -| ChaosAgent | Tester | Tests, quality, edge cases | 🧪 | -| Doc Vader | DevRel | Docusaurus docs, examples, guides | 📝 | -| @copilot | Coding Agent | Autonomous issue pickup, PRs | 🤖 | -| Scribe | (silent) | Memory, decisions, session logs | 📋 | -| Ralph | (monitor) | Work queue, backlog, keep-alive | 🔄 | - - - -## Issue Source - -- **Repository:** `coding-kitties/PyIndicators` -- **Connected:** 2026-02-27 -- **Filters:** All open issues - -## PRD - -- **Source:** `/Users/marcvanduyn/Projects/CodingKitties/PyIndicators/PRD.md` -- **Ingested:** 2026-02-27 -- **Status:** Decomposed → 70 work items in `.squad/work-items.md` - -## Coding Agent — Capabilities - -| Task Type | Fit | Notes | -|-----------|-----|-------| -| Single-file indicator implementation | 🟢 | Follows established pattern | -| Writing unittest test suites | 🟢 | Straightforward from existing examples | -| Single-file bug fixes | 🟢 | Scoped, low risk | -| Documentation pages (Docusaurus md) | 🟢 | Template-driven | -| README updates | 🟢 | Text edits | -| Multi-file refactors | 🟡 | Needs squad review | -| New indicator with complex math (porting PineScript) | 🟡 | Logic correctness needs review | -| Architecture changes (new module structure) | 🔴 | Requires Carlos (Lead) decision | -| Docusaurus config / sidebar changes | 🔴 | Risk of breaking docs build | -| Release management / versioning | 🔴 | Needs human approval | - -## Tech Stack - -- **Language:** Python 3.12+ -- **DataFrame support:** pandas, polars -- **Testing:** unittest -- **Documentation:** Docusaurus -- **Build:** pyproject.toml -- **No external dependencies** for core library diff --git a/.squad/templates/.gitkeep b/.squad/templates/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/templates/improve-chart-issue.yml b/.squad/templates/improve-chart-issue.yml deleted file mode 100644 index bc9bcc7c..00000000 --- a/.squad/templates/improve-chart-issue.yml +++ /dev/null @@ -1,115 +0,0 @@ -name: "📊 Improve Documentation Chart" -description: "Request an improved or new chart for an indicator's documentation page" -title: "[Chart] " -labels: ["squad", "docs", "chart"] -body: - - type: markdown - attributes: - value: | - ## Documentation Chart Improvement - Use this template to request a new or improved chart for an indicator's documentation page. - **Include reference screenshots** showing what the chart should look like. - - - type: input - id: indicator-name - attributes: - label: Indicator Name - description: "Which indicator's documentation needs a chart update?" - placeholder: "e.g., SuperTrend, RSI, Trendline Breakout Navigator" - validations: - required: true - - - type: input - id: docs-page - attributes: - label: Current Docs Page - description: "Path to the existing docs page (if it exists)" - placeholder: "e.g., docs/content/indicators/trend/supertrend.md" - validations: - required: false - - - type: dropdown - id: chart-type - attributes: - label: What needs to happen? - options: - - Add a new chart (no chart exists yet) - - Replace existing chart (current one is wrong or ugly) - - Add additional chart (show a different view or timeframe) - - Fix chart rendering issue - validations: - required: true - - - type: textarea - id: reference-chart - attributes: - label: Reference Chart(s) - description: | - **Paste or drag & drop screenshots** of what the chart should look like. - Include charts from TradingView, other platforms, or hand-drawn sketches — anything that shows the desired result. - placeholder: "Drag and drop images here..." - validations: - required: true - - - type: textarea - id: chart-description - attributes: - label: Chart Description - description: | - **Describe the chart in detail** — agents may not always be able to see images. - Include: what data is shown, what the indicator lines/zones look like, colors, key visual features. - placeholder: | - - Chart type: Candlestick with overlay - - Indicator display: Two bands (upper green, lower red) with fill between them - - Signals: Triangle markers at crossover points - - Timeframe shown: 6 months of daily data - - The chart should clearly show a trend reversal around the middle - - ... - validations: - required: true - - - type: textarea - id: data-source - attributes: - label: Data Source - description: "What data should the chart use?" - placeholder: | - - Asset: BTC/USD - - Timeframe: Daily - - Date range: 2024-01-01 to 2024-12-31 - - Or: use existing test data from resources/data/ - validations: - required: false - - - type: textarea - id: chart-requirements - attributes: - label: Chart Requirements - description: "Any specific requirements for the chart?" - placeholder: | - - Library: plotly (for interactive) or matplotlib (for static) - - Include: buy/sell signal annotations - - Color scheme: green for bullish, red for bearish - - Export as: static image for docs + interactive HTML - validations: - required: false - - - type: checkboxes - id: deliverables - attributes: - label: Deliverables - description: "What needs to be delivered?" - options: - - label: "Static chart image for docs page (PNG/SVG in `static/images/`)" - - label: "Update docs page to include the chart" - - label: "Analysis notebook with interactive plotly chart" - - label: "HTML export of interactive chart" - - - type: textarea - id: additional-context - attributes: - label: Additional Context - description: "Anything else? What's wrong with the current chart? Specific style preferences?" - placeholder: "Optional additional context..." - validations: - required: false diff --git a/.squad/templates/new-indicator-issue.md b/.squad/templates/new-indicator-issue.md deleted file mode 100644 index 4af0b525..00000000 --- a/.squad/templates/new-indicator-issue.md +++ /dev/null @@ -1,60 +0,0 @@ -## New Indicator Request - -### Indicator Name - - - -### Category - - - -### Description - - - -### Reference Chart(s) - - - - -### Chart Description - - - -- **Timeframe:** -- **Asset:** -- **What's shown:** - - -### Parameters - - -| Parameter | Type | Default | Description | -|-----------|------|---------|-------------| -| `period` | int | 14 | Lookback period | -| `source_column` | str | 'Close' | Source column | - - -### Source / Reference - - - -### Expected Output Columns - - -- `indicator_value`: -- `indicator_signal`: - - -### Deliverables Checklist - -- [ ] Implementation in `pyindicators/indicators/` (pandas + polars support) -- [ ] Exports in `__init__.py` and `__all__` -- [ ] Unit tests in `tests/indicators/` (pandas, polars, edge cases) -- [ ] Documentation page in `docs/content/indicators/` with chart image -- [ ] Sidebar registration in `docs/sidebars.js` -- [ ] Entry in README.md features list -- [ ] Analysis notebook in `analysis/indicators/` with plotly chart - -### Additional Context - diff --git a/.squad/templates/new-indicator-issue.yml b/.squad/templates/new-indicator-issue.yml deleted file mode 100644 index f03a0b39..00000000 --- a/.squad/templates/new-indicator-issue.yml +++ /dev/null @@ -1,140 +0,0 @@ -name: "🔧 New Indicator" -description: "Request a new technical indicator implementation" -title: "[Indicator] " -labels: ["squad", "indicator"] -body: - - type: markdown - attributes: - value: | - ## New Indicator Request - Use this template to request a new indicator for PyIndicators. - **Include chart screenshots** showing the expected output — the team needs visual references to reproduce the behavior accurately. - - - type: input - id: indicator-name - attributes: - label: Indicator Name - description: "The name of the indicator (e.g., Parabolic SAR, Ichimoku Cloud)" - placeholder: "e.g., VWAP (Volume Weighted Average Price)" - validations: - required: true - - - type: dropdown - id: category - attributes: - label: Category - description: "Which category does this indicator belong to?" - options: - - Trend - - Momentum - - Volatility - - Support & Resistance - - Pattern Recognition - - Volume - - Helpers / Utilities - validations: - required: true - - - type: textarea - id: description - attributes: - label: Description - description: "What does this indicator do? How is it used in trading?" - placeholder: "Describe the indicator's purpose, what it measures, and typical use cases..." - validations: - required: true - - - type: textarea - id: reference-chart - attributes: - label: Reference Chart(s) - description: | - **Paste or drag & drop chart screenshots** showing the expected indicator output. - Include charts from TradingView, PineScript, or any other platform. - The more visual references, the better — these are used to verify the implementation. - placeholder: "Drag and drop images here, or paste image URLs..." - validations: - required: true - - - type: textarea - id: chart-description - attributes: - label: Chart Description - description: | - **Describe what the chart(s) show** — agents may not always be able to see images. - Include: timeframe, asset, what lines/zones/signals are visible, colors, behavior at key points. - placeholder: | - - Timeframe: Daily - - Asset: BTC/USD - - The indicator shows a green line above price during downtrends and red line below during uptrends - - Signals are marked with triangles at crossover points - - ... - validations: - required: true - - - type: textarea - id: parameters - attributes: - label: Parameters - description: "List the indicator's parameters with types and defaults" - placeholder: | - - `period` (int, default=14): Lookback period - - `multiplier` (float, default=2.0): ATR multiplier - - `source` (str, default='Close'): Source column - value: | - - `period` (int, default=14): - - `source_column` (str, default='Close'): - validations: - required: false - - - type: textarea - id: source-reference - attributes: - label: Source / Reference - description: "Link to PineScript source, academic paper, or reference implementation" - placeholder: "e.g., https://www.tradingview.com/script/... or a PineScript code block" - validations: - required: false - - - type: textarea - id: output-columns - attributes: - label: Expected Output Columns - description: "What columns should the indicator add to the DataFrame?" - placeholder: | - - `indicator_value`: Main indicator line - - `indicator_signal`: Buy/sell signal (1, -1, 0) - - `indicator_upper`: Upper band - - `indicator_lower`: Lower band - validations: - required: false - - - type: checkboxes - id: deliverables - attributes: - label: Deliverables Checklist - description: "A complete indicator requires ALL of the following. The squad will handle each." - options: - - label: "Implementation in `pyindicators/indicators/` (pandas + polars support)" - required: true - - label: "Exports in `__init__.py` and `__all__`" - required: true - - label: "Unit tests in `tests/indicators/` (pandas, polars, edge cases)" - required: true - - label: "Documentation page in `docs/content/indicators/` with chart image" - required: true - - label: "Sidebar registration in `docs/sidebars.js`" - required: true - - label: "Entry in README.md features list" - required: true - - label: "Analysis notebook in `analysis/indicators/` with plotly chart" - required: true - - - type: textarea - id: additional-context - attributes: - label: Additional Context - description: "Anything else? Special edge cases, related indicators, priority notes..." - placeholder: "Optional additional context..." - validations: - required: false diff --git a/.squad/work-items.md b/.squad/work-items.md deleted file mode 100644 index c87dc619..00000000 --- a/.squad/work-items.md +++ /dev/null @@ -1,138 +0,0 @@ -# PyIndicators — Work Items Decomposition - -> Decomposed from [PRD.md](../PRD.md) by Carlos (Lead) on 2026-02-27. - -## Summary - -| Phase | Total Items | P0 | P1 | P2 | P3 | -|-------|-------------|----|----|----|----| -| Phase 1 — Test Coverage | 14 | 8 | 3 | 3 | 0 | -| Phase 2 — Documentation | 11 | 0 | 9 | 2 | 0 | -| Phase 3 — README & Onboarding | 5 | 1 | 2 | 2 | 0 | -| Phase 4 — Analysis Notebooks | 29 | 0 | 0 | 0 | 29 | -| Phase 5 — New Indicators | 11 | 0 | 0 | 5 | 6 | -| **Total** | **70** | **9** | **14** | **12** | **35** | - ---- - -## Phase 1 — Test Coverage (Critical) - -Every indicator must have tests covering Pandas input/output, Polars input/output, and edge cases. - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 1.01 | Write tests for `average_true_range.py` (ATR) | ChaosAgent | P0 | None | S | Classic volatility indicator, simple I/O | -| 1.02 | Write tests for `commodity_channel_index.py` (CCI) | ChaosAgent | P0 | None | S | Classic momentum indicator | -| 1.03 | Write tests for `rate_of_change.py` (ROC) | ChaosAgent | P0 | None | S | Classic momentum indicator | -| 1.04 | Write tests for `liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic, needs realistic OHLCV data | -| 1.05 | Write tests for `buyside_sellside_liquidity.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.06 | Write tests for `pure_price_action_liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.07 | Write tests for `liquidity_pools.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.08 | Write tests for `liquidity_levels_voids.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.09 | Write tests for `pulse_mean_accelerator.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | -| 1.10 | Write tests for `equal_highs_lows.py` | ChaosAgent | P1 | None | M | Medium-priority S/R indicator | -| 1.11 | Write tests for `volume_weighted_trend.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | -| 1.12 | Write tests for `is_down_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | -| 1.13 | Write tests for `is_up_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | -| 1.14 | Write tests for `up_and_down_trends.py` | ChaosAgent | P2 | None | S | Simple helper utility | - ---- - -## Phase 2 — Documentation Completeness (High) - -Add missing doc pages and ensure sidebar registration. - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 2.01 | Create doc page for Volume Gated Trend Ribbon | Doc Vader | P1 | None | S | Category: Trend. Follow `docs/content/indicators/trend/` pattern | -| 2.02 | Create doc page for Commodity Channel Index (CCI) | Doc Vader | P1 | None | S | Category: Momentum | -| 2.03 | Create doc page for Rate of Change (ROC) | Doc Vader | P1 | None | S | Category: Momentum | -| 2.04 | Create doc page for Equal Highs / Lows | Doc Vader | P1 | None | S | Category: Support & Resistance | -| 2.05 | Create doc page for Swing Structure | Doc Vader | P1 | None | S | Category: Support & Resistance | -| 2.06 | Create doc page for Trendline Breakout Navigator | Doc Vader | P1 | None | S | Category: Support & Resistance | -| 2.07 | Create doc page for Up and Downtrends | Doc Vader | P1 | None | S | Category: Helpers | -| 2.08 | Register all 7 new doc pages in `docs/sidebars.js` | Doc Vader | P1 | 2.01–2.07 | S | Must update sidebar config | -| 2.09 | Document missing utility functions (`is_below`, `is_above`, `get_slope`, etc.) | Doc Vader | P1 | None | S | Only `has_any_lower_then_threshold` currently documented | -| 2.10 | Update README features list to include all 16 missing indicators | Doc Vader | P2 | None | S | See PRD §4.3 list | -| 2.11 | Fix "no external dependencies" claim in README and `pyproject.toml` | Doc Vader | P2 | None | S | Replace with accurate description | - ---- - -## Phase 3 — README & Onboarding (Medium) - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 3.01 | Fix "no external dependencies" metadata discrepancy | Doc Vader | P0 | None | S | Misleads users; fix in README + pyproject.toml description | -| 3.02 | Add "Quick Start" section with minimal end-to-end example | Doc Vader | P1 | None | S | Show install → import → compute → inspect | -| 3.03 | Restructure README: reduce inline API docs, link to Docusaurus site | Doc Vader | P1 | 2.01–2.09 | M | Depends on docs being complete first | -| 3.04 | Add badges (PyPI version, test status, docs link) | Doc Vader | P2 | None | S | Standard OSS project hygiene | -| 3.05 | Add CONTRIBUTING.md with indicator authoring guide | Doc Vader | P2 | None | M | Guide contributors on patterns from PRD §7 | - ---- - -## Phase 4 — Analysis Notebooks (Low / Nice-to-have) - -All items are P3. No dependencies unless noted. Owner: Doc Vader. Complexity: S each. - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 4.01 | Create notebook for Simple Moving Average (SMA) | Doc Vader | P3 | None | S | Classic trend | -| 4.02 | Create notebook for Weighted Moving Average (WMA) | Doc Vader | P3 | None | S | Classic trend | -| 4.03 | Create notebook for Exponential Moving Average (EMA) | Doc Vader | P3 | None | S | Classic trend | -| 4.04 | Create notebook for SuperTrend | Doc Vader | P3 | None | S | Popular trend indicator | -| 4.05 | Create notebook for Volume Gated Trend Ribbon | Doc Vader | P3 | None | S | | -| 4.06 | Create notebook for MACD | Doc Vader | P3 | None | S | High-value classic | -| 4.07 | Create notebook for RSI | Doc Vader | P3 | None | S | High-value classic | -| 4.08 | Create notebook for Wilders RSI | Doc Vader | P3 | None | S | | -| 4.09 | Create notebook for Williams %R | Doc Vader | P3 | None | S | | -| 4.10 | Create notebook for ADX | Doc Vader | P3 | None | S | | -| 4.11 | Create notebook for Stochastic Oscillator | Doc Vader | P3 | None | S | | -| 4.12 | Create notebook for Momentum Confluence | Doc Vader | P3 | None | S | | -| 4.13 | Create notebook for Commodity Channel Index (CCI) | Doc Vader | P3 | 1.02 | S | Needs working impl + tests first | -| 4.14 | Create notebook for Rate of Change (ROC) | Doc Vader | P3 | 1.03 | S | Needs working impl + tests first | -| 4.15 | Create notebook for Bollinger Bands | Doc Vader | P3 | None | S | High-value classic | -| 4.16 | Create notebook for Average True Range (ATR) | Doc Vader | P3 | 1.01 | S | | -| 4.17 | Create notebook for Moving Average Envelope | Doc Vader | P3 | None | S | | -| 4.18 | Create notebook for Nadaraya-Watson Envelope | Doc Vader | P3 | None | S | | -| 4.19 | Create notebook for Fibonacci Retracement | Doc Vader | P3 | None | S | | -| 4.20 | Create notebook for Golden Zone | Doc Vader | P3 | None | S | | -| 4.21 | Create notebook for Fair Value Gap | Doc Vader | P3 | None | S | | -| 4.22 | Create notebook for Order Blocks | Doc Vader | P3 | None | S | | -| 4.23 | Create notebook for Market Structure | Doc Vader | P3 | None | S | | -| 4.24 | Create notebook for Divergence | Doc Vader | P3 | None | S | | -| 4.25 | Create notebook for Accumulation Distribution Zones | Doc Vader | P3 | None | S | | -| 4.26 | Create notebook for Volume Imbalance | Doc Vader | P3 | None | S | | -| 4.27 | Create notebook for Opening Gap | Doc Vader | P3 | None | S | | -| 4.28 | Create notebook for Strong / Weak High / Low | Doc Vader | P3 | None | S | | -| 4.29 | Create notebook for Trendline Breakout Navigator | Doc Vader | P3 | None | S | | - ---- - -## Phase 5 — New Indicators (Backlog) - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 5.01 | Implement VWAP (Volume Weighted Average Price) | DevMeister3000 | P2 | Phase 1 done | M | Essential for intraday; high user demand | -| 5.02 | Implement Ichimoku Cloud | DevMeister3000 | P2 | Phase 1 done | L | Commonly requested; multiple output lines | -| 5.03 | Implement Pivot Points (Standard, Camarilla, Woodie) | DevMeister3000 | P2 | Phase 1 done | M | Classic S/R levels | -| 5.04 | Implement Keltner Channels | DevMeister3000 | P2 | 1.01 (ATR tests) | M | Depends on ATR being fully tested | -| 5.05 | Implement Donchian Channels | DevMeister3000 | P2 | Phase 1 done | S | Simple breakout detection | -| 5.06 | Implement Parabolic SAR | DevMeister3000 | P3 | Phase 1 done | M | Trend reversal | -| 5.07 | Implement Heikin-Ashi Candles | DevMeister3000 | P3 | Phase 1 done | S | Trend-smoothing candle type | -| 5.08 | Implement On-Balance Volume (OBV) | DevMeister3000 | P3 | Phase 1 done | S | Volume-based trend confirmation | -| 5.09 | Implement Chaikin Money Flow | DevMeister3000 | P3 | Phase 1 done | S | Volume/momentum hybrid | -| 5.10 | Run type annotations audit across all public APIs | DevMeister3000 | P3 | Phase 1 done | M | Ensure full type hints | -| 5.11 | Create performance benchmark suite (pandas vs polars) | DevMeister3000 | P3 | Phase 1 done | M | Comparative benchmarks | - ---- - -## Execution Order Recommendation - -1. **Immediate (P0):** Items 1.01–1.08 (8 high-priority test gaps) + 3.01 (metadata fix) — these block quality confidence. -2. **Next sprint (P1):** Remaining tests (1.09–1.11) + all doc pages (2.01–2.09) + README quick start (3.02) + README restructure (3.03). -3. **Following sprint (P2):** README features update (2.10–2.11) + badges (3.04) + CONTRIBUTING.md (3.05) + top new indicators (5.01–5.05). -4. **Backlog (P3):** Phase 4 notebooks + remaining Phase 5 indicators + type audit + benchmarks. - ---- - -*Generated by Carlos (Lead) — 2026-02-27* From e1919f2e8abc0dbf796f11272ec2820c9f31daa8 Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Sat, 28 Feb 2026 13:31:06 +0100 Subject: [PATCH 18/21] Fix guard check --- .squad/agents/carlos/charter.md | 35 ++++++ .squad/agents/carlos/history.md | 14 +++ .squad/agents/chaosagent/charter.md | 43 +++++++ .squad/agents/chaosagent/history.md | 17 +++ .squad/agents/devmeister3000/charter.md | 40 +++++++ .squad/agents/devmeister3000/history.md | 23 ++++ .squad/agents/doc-vader/charter.md | 45 ++++++++ .squad/agents/doc-vader/history.md | 18 +++ .squad/agents/scribe/charter.md | 34 ++++++ .squad/agents/scribe/history.md | 11 ++ .squad/casting/history.json | 13 +++ .squad/casting/policy.json | 5 + .squad/casting/registry.json | 42 +++++++ .squad/ceremonies.md | 41 +++++++ .squad/decisions.md | 55 +++++++++ .squad/decisions/inbox/.gitkeep | 0 .squad/identity/.gitkeep | 0 .squad/identity/now.md | 9 ++ .squad/identity/wisdom.md | 15 +++ .squad/routing.md | 40 +++++++ .squad/skills/.gitkeep | 0 .squad/skills/squad-conventions/SKILL.md | 69 +++++++++++ .squad/team.md | 60 ++++++++++ .squad/templates/.gitkeep | 0 .squad/templates/improve-chart-issue.yml | 115 +++++++++++++++++++ .squad/templates/new-indicator-issue.md | 60 ++++++++++ .squad/templates/new-indicator-issue.yml | 140 +++++++++++++++++++++++ .squad/work-items.md | 138 ++++++++++++++++++++++ 28 files changed, 1082 insertions(+) create mode 100644 .squad/agents/carlos/charter.md create mode 100644 .squad/agents/carlos/history.md create mode 100644 .squad/agents/chaosagent/charter.md create mode 100644 .squad/agents/chaosagent/history.md create mode 100644 .squad/agents/devmeister3000/charter.md create mode 100644 .squad/agents/devmeister3000/history.md create mode 100644 .squad/agents/doc-vader/charter.md create mode 100644 .squad/agents/doc-vader/history.md create mode 100644 .squad/agents/scribe/charter.md create mode 100644 .squad/agents/scribe/history.md create mode 100644 .squad/casting/history.json create mode 100644 .squad/casting/policy.json create mode 100644 .squad/casting/registry.json create mode 100644 .squad/ceremonies.md create mode 100644 .squad/decisions.md create mode 100644 .squad/decisions/inbox/.gitkeep create mode 100644 .squad/identity/.gitkeep create mode 100644 .squad/identity/now.md create mode 100644 .squad/identity/wisdom.md create mode 100644 .squad/routing.md create mode 100644 .squad/skills/.gitkeep create mode 100644 .squad/skills/squad-conventions/SKILL.md create mode 100644 .squad/team.md create mode 100644 .squad/templates/.gitkeep create mode 100644 .squad/templates/improve-chart-issue.yml create mode 100644 .squad/templates/new-indicator-issue.md create mode 100644 .squad/templates/new-indicator-issue.yml create mode 100644 .squad/work-items.md diff --git a/.squad/agents/carlos/charter.md b/.squad/agents/carlos/charter.md new file mode 100644 index 00000000..979d61d6 --- /dev/null +++ b/.squad/agents/carlos/charter.md @@ -0,0 +1,35 @@ +# Carlos — Lead + +## Identity + +- **Name:** Carlos +- **Role:** Lead / Architect +- **Emoji:** 🏗️ + +## Scope + +- Architecture and API design for the PyIndicators library +- Code review for all new indicator implementations +- Ensuring consistent patterns across all indicators +- Making decisions about public API shape and column naming conventions +- Approving or rejecting structural changes + +## Boundaries + +- Does NOT implement indicators directly (routes to DevMeister3000) +- Does NOT write tests (routes to ChaosAgent) +- Does NOT write documentation (routes to Doc Vader) + +## Standards + +- Every indicator must follow the established pattern: `indicator()`, `indicator_signal()`, `get_indicator_stats()` +- Support both pandas and polars DataFrames +- No external dependencies in core library +- Column naming must be consistent (lowercase, underscore-separated prefix) +- All public functions must have comprehensive docstrings + +## Review Authority + +- Approves/rejects architecture decisions +- Reviews API changes and new indicator public interfaces +- Can reassign rejected work to a different agent diff --git a/.squad/agents/carlos/history.md b/.squad/agents/carlos/history.md new file mode 100644 index 00000000..10aa232b --- /dev/null +++ b/.squad/agents/carlos/history.md @@ -0,0 +1,14 @@ +# Carlos — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Stack:** Python 3.12+, pandas, polars, unittest, Docusaurus docs +- **Key patterns:** Each indicator has three public functions (`indicator()`, `indicator_signal()`, `get_indicator_stats()`), supports both pandas/polars, registered in `pyindicators/indicators/__init__.py` and `pyindicators/__init__.py` + +## Learnings + +- Team formed 2026-02-27. Roster: Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). +- 2026-02-27: Decomposed PRD into 70 work items across 5 phases. Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. Phase 1 (test coverage) has 14 items — 8 at P0 targeting the liquidity/price-action cluster and classic indicators (ATR, CCI, ROC). Phase 2 (docs) has 11 items covering 7 missing doc pages + sidebar + utils + README updates. Phase 5 (new indicators) has 11 items, with VWAP, Ichimoku, and Pivot Points as highest priority new features. Priority ordering: tests first to establish quality baseline, then docs, then README polish, then notebooks and new features. +- 2026-02-27: Issue #3 — Produced detailed chart plan for Trendline Breakout Navigator. TBN is a multi-timeframe indicator with 3 trendline timeframes, composite score, HH/LL events, and wick breaks. Chart plan uses 3-row layout (price+trendlines, composite trend, volume). Key insight: need ~365 days of 4h data to get enough long-timeframe pivots. Trendline values (`tbn_value_*`) are the projected prices — these should be drawn as lines on the price chart, colored by the corresponding `tbn_trend_*` direction. Decision written to `.squad/decisions/inbox/carlos-tbn-chart-plan.md`. diff --git a/.squad/agents/chaosagent/charter.md b/.squad/agents/chaosagent/charter.md new file mode 100644 index 00000000..5ab02ab7 --- /dev/null +++ b/.squad/agents/chaosagent/charter.md @@ -0,0 +1,43 @@ +# ChaosAgent — Tester + +## Identity + +- **Name:** ChaosAgent +- **Role:** Tester / QA +- **Emoji:** 🧪 + +## Scope + +- Writing comprehensive unittest test suites for all indicators +- Testing both pandas and polars DataFrame inputs +- Edge case testing (small data, NaN values, custom column names) +- Verifying output column shapes, types, and value ranges +- Regression testing when indicators are modified + +## Boundaries + +- Does NOT implement indicators (routes to DevMeister3000) +- Does NOT write documentation (routes to Doc Vader) +- Does NOT make architecture decisions (routes to Carlos) + +## Testing Standards + +- **Framework:** unittest (NOT pytest) +- **File location:** `tests/indicators/test_{indicator_name}.py` +- **Test data:** Use `_make_ohlcv()` helper to generate realistic random OHLCV data with numpy seed for reproducibility +- **Required test categories:** + 1. Returns correct DataFrame type (pandas and polars) + 2. All expected output columns are present + 3. Row count unchanged + 4. Output values in expected ranges (trend: {-1, 0, 1}, binary: {0, 1}) + 5. Custom column names work + 6. Different parameters produce different output + 7. Invalid input raises exception + 8. Small DataFrame doesn't crash + 9. Signal function consistency + 10. Stats function returns expected keys with valid types + +## Review Authority + +- Reviews test coverage of new indicator implementations +- Can reject implementations with insufficient testability diff --git a/.squad/agents/chaosagent/history.md b/.squad/agents/chaosagent/history.md new file mode 100644 index 00000000..8ffafbd2 --- /dev/null +++ b/.squad/agents/chaosagent/history.md @@ -0,0 +1,17 @@ +# ChaosAgent — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Testing framework:** unittest +- **Test location:** `tests/indicators/test_{indicator_name}.py` +- **Test data pattern:** `_make_ohlcv(n=200, seed=42)` generates reproducible OHLCV data + +## Learnings + +- Team formed 2026-02-27. +- Tests use `unittest.TestCase` with `setUp` creating shared test DataFrames. +- Each test file tests three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()`. +- Polars tests convert pandas→polars and verify the result type. +- Virtual environment at `.venv/` — run tests with `.venv/bin/python -m unittest`. diff --git a/.squad/agents/devmeister3000/charter.md b/.squad/agents/devmeister3000/charter.md new file mode 100644 index 00000000..8d4c84ac --- /dev/null +++ b/.squad/agents/devmeister3000/charter.md @@ -0,0 +1,40 @@ +# DevMeister3000 — Core Dev + +## Identity + +- **Name:** DevMeister3000 +- **Role:** Core Developer +- **Emoji:** 🔧 + +## Scope + +- Implementing new financial technical analysis indicators +- Porting indicators from PineScript (e.g., LuxAlgo) to Python/numpy +- Writing core computation functions using numpy arrays +- Ensuring both pandas and polars DataFrame compatibility +- Registering new indicators in `__init__.py` files + +## Boundaries + +- Does NOT make architecture decisions unilaterally (consults Carlos) +- Does NOT write test files (routes to ChaosAgent) +- Does NOT write documentation pages (routes to Doc Vader) + +## Technical Notes + +- **Pattern:** Each indicator module contains: + - Internal helpers (prefixed with `_`) + - A `_indicator_pandas()` core computation function + - Three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()` +- **DataFrame handling:** Accept Union[PdDataFrame, PlDataFrame], convert polars→pandas for computation, convert back +- **No external deps:** Use only numpy for computation (already a transitive dep of pandas) +- **Registration:** Add imports to `pyindicators/indicators/__init__.py` AND `pyindicators/__init__.py`, update both `__all__` lists +- **Column naming:** Use lowercase prefix (e.g., `tbn_trend_long`, `mcs_p1`) +- **Error handling:** Raise `PyIndicatorException` for invalid inputs + +## Key Files + +- `pyindicators/indicators/` — all indicator modules +- `pyindicators/indicators/__init__.py` — indicator registry +- `pyindicators/__init__.py` — top-level exports +- `pyindicators/exceptions.py` — exception classes diff --git a/.squad/agents/devmeister3000/history.md b/.squad/agents/devmeister3000/history.md new file mode 100644 index 00000000..51cc53f9 --- /dev/null +++ b/.squad/agents/devmeister3000/history.md @@ -0,0 +1,23 @@ +# DevMeister3000 — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Stack:** Python 3.12+, pandas, polars, numpy, unittest +- **Indicator pattern:** `indicator()` → `indicator_signal()` → `get_indicator_stats()`, all support pandas + polars +- **Current indicators:** ~50+ including EMA, SMA, RSI, MACD, Supertrend, Bollinger Bands, Fair Value Gap, Order Blocks, Market Structure, Swing Structure, Trendline Breakout Navigator, and many more + +## Learnings + +- Team formed 2026-02-27. +- Existing indicators follow a consistent pattern: internal `_compute_pandas()` function, public API with Union[PdDataFrame, PlDataFrame] type hints. +- Polars support is done by converting to pandas, computing, and converting back. +- Pivot detection uses left/right bar confirmation pattern (see `swing_structure.py`, `trendline_breakout_navigator.py`). +- **2026-02-27 — Flake8 cleanup (14 warnings):** Fixed F841, F401, E741, E127 across 8 files. Key patterns found: + - Several indicators compute intermediate variables for debugging/clarity that are never used (e.g., `y1_plus_slope` in trendline_breakout_navigator, `atr_vals` in z_score_predictive_zones). + - Three indicator modules used ambiguous variable `l` for low arrays — renamed to `low` in opening_gap.py, strong_weak_high_low.py, volume_imbalance.py. Other modules (like the older ones) used different patterns already. + - `accumulation_distribution_zones` functions were imported in `pyindicators/__init__.py` but missing from `__all__` — added them. This was likely an oversight when the indicator was registered. + - `Optional` was imported but unused in range_intelligence.py (the module uses `Union` instead). + - Pre-existing test failures exist in `test_market_structure` (CHoCH/BOS) — 9 errors unrelated to this work.- **2026-02-27 — TBN analysis notebook (Issue #3):** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's chart plan and the VWT notebook pattern. 3-row layout: candlestick + trendlines + markers (row 1, 70%), composite trend bar chart (row 2, 15%), volume bars (row 3, 15%). Outputs HTML, PNG to `static/images/indicators/` and `docs/static/img/indicators/`. `analysis/indicators/` directory is gitignored — used `git add -f` to commit. Stats block prints all 16 keys from `get_trendline_breakout_navigator_stats()`. +- **2026-02-28 — TBN dark theme chart overhaul (Issue #3):** Rewrote chart styling from light to dark theme (#131722 background, matching TradingView aesthetic). Key changes: (1) bright green `#00e676` / red `#ff5252` trendlines for contrast against dark background; (2) white-outlined markers (HH triangles, LL triangles, wick diamonds) for visibility; (3) increased chart height to 1000px + width 1400px; (4) Consolas monospace font; (5) subtle grid lines `rgba(255,255,255,0.06)` and muted neutral bars `#363a45` for zero-trend periods; (6) composite trend + volume bars at higher opacity for dark readability. Outputs regenerated to all three paths (HTML + 2× PNG). \ No newline at end of file diff --git a/.squad/agents/doc-vader/charter.md b/.squad/agents/doc-vader/charter.md new file mode 100644 index 00000000..a76f4bef --- /dev/null +++ b/.squad/agents/doc-vader/charter.md @@ -0,0 +1,45 @@ +# Doc Vader — DevRel + +## Identity + +- **Name:** Doc Vader +- **Role:** DevRel / Technical Writer +- **Emoji:** 📝 + +## Scope + +- Writing and maintaining Docusaurus documentation +- Creating indicator documentation pages in `docs/content/indicators/` +- Writing usage examples and tutorials +- Maintaining the installation guide +- Updating README.md with new indicators + +## Boundaries + +- Does NOT implement indicators (routes to DevMeister3000) +- Does NOT write tests (routes to ChaosAgent) +- Does NOT make architecture decisions (routes to Carlos) + +## Documentation Standards + +- **Framework:** Docusaurus +- **Content location:** `docs/content/indicators/` +- **Config:** `docs/docusaurus.config.js` +- **Sidebars:** `docs/sidebars.js` +- **Format:** Markdown with code examples +- **Each indicator doc should include:** + 1. Description of what the indicator does + 2. Parameters table with defaults + 3. Output columns table + 4. Python usage example + 5. Signal interpretation guide + +## Key Files + +- `docs/content/` — documentation markdown files +- `docs/content/indicators/` — individual indicator docs +- `docs/content/installation.md` — installation guide +- `docs/content/introduction.md` — getting started +- `docs/docusaurus.config.js` — site configuration +- `docs/sidebars.js` — navigation structure +- `README.md` — project README diff --git a/.squad/agents/doc-vader/history.md b/.squad/agents/doc-vader/history.md new file mode 100644 index 00000000..f3614992 --- /dev/null +++ b/.squad/agents/doc-vader/history.md @@ -0,0 +1,18 @@ +# Doc Vader — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Docs framework:** Docusaurus +- **Docs location:** `docs/content/indicators/` for indicator pages +- **Site config:** `docs/docusaurus.config.js` + +## Learnings + +- Team formed 2026-02-27. +- Documentation site is at `docs/` with standard Docusaurus structure. +- Indicator docs live in `docs/content/indicators/`. +- Analysis notebooks in `analysis/indicators/` serve as visual examples. +- Chart images in docs use UPPER_SNAKE_CASE alt text and path `/img/indicators/.png`, placed immediately after the Example code block's closing fence. +- Added TBN chart image reference to `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` (Issue #3).- Verified TBN docs page after chart improvement (Issue #3, 2026-02-28): image ref `![TRENDLINE_BREAKOUT_NAVIGATOR](/img/indicators/trendline_breakout_navigator.png)` correct, PNG exists at both `docs/static/img/indicators/` and `static/images/indicators/` (227 966 bytes), function signatures/params/return columns/signal logic/stats keys all match source. No changes needed. \ No newline at end of file diff --git a/.squad/agents/scribe/charter.md b/.squad/agents/scribe/charter.md new file mode 100644 index 00000000..d3e8c517 --- /dev/null +++ b/.squad/agents/scribe/charter.md @@ -0,0 +1,34 @@ +# Scribe — Charter + +## Identity + +- **Name:** Scribe +- **Role:** Session Logger / Memory Manager +- **Emoji:** 📋 + +## Scope + +- Maintaining `decisions.md` — merging inbox entries, deduplicating +- Writing orchestration log entries to `.squad/orchestration-log/` +- Writing session logs to `.squad/log/` +- Cross-agent context sharing via history.md updates +- Archiving old decisions when file exceeds ~20KB +- Summarizing history.md files when they exceed ~12KB +- Git committing `.squad/` changes + +## Boundaries + +- Never speaks to the user +- Never modifies code or test files +- Only writes to `.squad/` state files + +## Process + +1. Receive spawn manifest from coordinator +2. Write orchestration log entries (one per agent) +3. Write session log entry +4. Merge decision inbox files into `decisions.md`, delete inbox files +5. Update affected agents' `history.md` with cross-agent learnings +6. Archive decisions if file too large +7. Summarize histories if too large +8. Git add + commit `.squad/` changes diff --git a/.squad/agents/scribe/history.md b/.squad/agents/scribe/history.md new file mode 100644 index 00000000..e4042262 --- /dev/null +++ b/.squad/agents/scribe/history.md @@ -0,0 +1,11 @@ +# Scribe — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Team root:** /Users/marcvanduyn/Projects/CodingKitties/PyIndicators + +## Learnings + +- Team formed 2026-02-27. diff --git a/.squad/casting/history.json b/.squad/casting/history.json new file mode 100644 index 00000000..ec619a00 --- /dev/null +++ b/.squad/casting/history.json @@ -0,0 +1,13 @@ +[ + { + "assignment_id": "pyindicators-001", + "universe": "oceans-eleven", + "created_at": "2026-02-27T13:50:00Z", + "agents": [ + {"name": "Carlos", "role": "Lead", "user_override": true}, + {"name": "DevMeister3000", "role": "Core Dev", "user_override": true}, + {"name": "ChaosAgent", "role": "Tester", "user_override": true}, + {"name": "Doc Vader", "role": "DevRel", "user_override": true} + ] + } +] diff --git a/.squad/casting/policy.json b/.squad/casting/policy.json new file mode 100644 index 00000000..77b236bf --- /dev/null +++ b/.squad/casting/policy.json @@ -0,0 +1,5 @@ +{ + "universes": ["oceans-eleven"], + "max_per_universe": 8, + "allow_user_overrides": true +} diff --git a/.squad/casting/registry.json b/.squad/casting/registry.json new file mode 100644 index 00000000..ded3b37b --- /dev/null +++ b/.squad/casting/registry.json @@ -0,0 +1,42 @@ +[ + { + "persistent_name": "Carlos", + "universe": "oceans-eleven", + "role": "Lead", + "folder": "carlos", + "created_at": "2026-02-27T13:50:00Z", + "legacy_named": false, + "user_override": true, + "status": "active" + }, + { + "persistent_name": "DevMeister3000", + "universe": "oceans-eleven", + "role": "Core Dev", + "folder": "devmeister3000", + "created_at": "2026-02-27T13:50:00Z", + "legacy_named": false, + "user_override": true, + "status": "active" + }, + { + "persistent_name": "ChaosAgent", + "universe": "oceans-eleven", + "role": "Tester", + "folder": "chaosagent", + "created_at": "2026-02-27T13:50:00Z", + "legacy_named": false, + "user_override": true, + "status": "active" + }, + { + "persistent_name": "Doc Vader", + "universe": "oceans-eleven", + "role": "DevRel", + "folder": "doc-vader", + "created_at": "2026-02-27T13:50:00Z", + "legacy_named": false, + "user_override": true, + "status": "active" + } +] diff --git a/.squad/ceremonies.md b/.squad/ceremonies.md new file mode 100644 index 00000000..45b4a581 --- /dev/null +++ b/.squad/ceremonies.md @@ -0,0 +1,41 @@ +# Ceremonies + +> Team meetings that happen before or after work. Each squad configures their own. + +## Design Review + +| Field | Value | +|-------|-------| +| **Trigger** | auto | +| **When** | before | +| **Condition** | multi-agent task involving 2+ agents modifying shared systems | +| **Facilitator** | lead | +| **Participants** | all-relevant | +| **Time budget** | focused | +| **Enabled** | ✅ yes | + +**Agenda:** +1. Review the task and requirements +2. Agree on interfaces and contracts between components +3. Identify risks and edge cases +4. Assign action items + +--- + +## Retrospective + +| Field | Value | +|-------|-------| +| **Trigger** | auto | +| **When** | after | +| **Condition** | build failure, test failure, or reviewer rejection | +| **Facilitator** | lead | +| **Participants** | all-involved | +| **Time budget** | focused | +| **Enabled** | ✅ yes | + +**Agenda:** +1. What happened? (facts only) +2. Root cause analysis +3. What should change? +4. Action items for next iteration diff --git a/.squad/decisions.md b/.squad/decisions.md new file mode 100644 index 00000000..34e5cd20 --- /dev/null +++ b/.squad/decisions.md @@ -0,0 +1,55 @@ +# Decisions + +> Canonical decision ledger. Append-only. Managed by Scribe. + +--- + +### 2026-02-27T13:50:00Z: Team formed +**By:** Squad (Coordinator) +**What:** Initial team cast for PyIndicators project — Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). +**Why:** User confirmed roster. + +--- + +### 2026-02-27: PRD Decomposition Approach +**By:** Carlos (Lead) +**What:** Decomposed the PRD (v0.19.0) into 70 specific, actionable work items across 5 phases and wrote them to `.squad/work-items.md`. +**Why:** Ensures the team has a clear, granular backlog with no ambiguity about what needs doing, who does it, and in what order. Priority ordering: tests (P0) → docs (P1) → README (P0/P1/P2) → notebooks (P3) → new features (P2/P3). Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. + +--- + +### 2026-02-27: Added @copilot as Coding Agent +**By:** Marc (via Squad Coordinator) +**What:** Added GitHub Copilot coding agent (@copilot) to the team roster with auto-assign enabled. Capability profile added to team.md with 🟢/🟡/🔴 fit ratings. Instructions installed at `.github/copilot-instructions.md`. Routing updated so Carlos triages issues against the capability profile before assigning `squad:copilot` labels. +**Why:** User requested autonomous issue pickup for suitable tasks. Enables @copilot to pick up 🟢-rated issues without human intervention. + +--- + +### 2026-02-27: Flake8 Cleanup — Variable Naming & Export Conventions +**By:** DevMeister3000 (Core Dev) +**What:** Fixed 14 flake8 warnings (F841, F401, E741, E127) across 8 files. Renamed ambiguous `l` → `low`, added missing `__all__` entries for `accumulation_distribution_zones`, removed unused intermediate variables. +**Why:** Zero flake8 warnings for selected rules. Established conventions: use `high`/`low` for array variables; always add new functions to both `__all__` lists during registration. + +--- + +### 2026-02-27: TBN Chart Plan — Architecture Decision +**By:** Carlos (Lead) +**Issue:** #3 — Improve Trendline Breakout Navigator +**What:** Defined chart layout (3-row: price+trendlines 70%, composite trend 15%, volume 15%), 12 traces, data requirements (BTC/EUR 4h ~365d), and output paths for TBN analysis notebook and docs chart. +**Why:** TBN docs page had no chart image. Plan gives DevMeister3000 an unambiguous implementation spec. Key decisions: trendline values plotted on price chart color-coded by direction, HH/LL/wick markers overlaid, composite trend background shading green/red. + +--- + +### 2026-02-27: TBN Chart Notebook Implementation +**By:** DevMeister3000 (Core Dev) +**Issue:** #3 +**What:** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's spec. PNG output to both `static/images/indicators/` and `docs/static/img/indicators/`. Used `git add -f` for gitignored analysis directory. Composite trend Y-axis hardcoded `[-3.5, 3.5]`. +**Why:** Implements the chart plan. Dual PNG output lets Doc Vader reference the docs copy directly without extra steps. + +--- + +### 2026-02-28T12:00:00Z: TBN Chart Dark Theme Overhaul +**By:** DevMeister3000 (Core Dev) +**Issue:** #3 +**What:** Switched TBN analysis notebook chart from light theme to professional dark theme (#131722 background). Updated all colors, opacities, markers, grid lines, and fonts for dark-background readability. Chart dimensions increased to 1000×1400px. +**Why:** Existing light-themed chart was flagged as wrong/ugly. Dark themes are standard in financial charting tools and provide better contrast for overlaid trendlines and markers. Establishes precedent: future indicator analysis notebooks should use this dark theme palette for visual consistency. diff --git a/.squad/decisions/inbox/.gitkeep b/.squad/decisions/inbox/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/identity/.gitkeep b/.squad/identity/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/identity/now.md b/.squad/identity/now.md new file mode 100644 index 00000000..30c8903b --- /dev/null +++ b/.squad/identity/now.md @@ -0,0 +1,9 @@ +--- +updated_at: 2026-02-25T11:57:08.045Z +focus_area: Initial setup +active_issues: [] +--- + +# What We're Focused On + +Getting started. Updated by coordinator at session start. diff --git a/.squad/identity/wisdom.md b/.squad/identity/wisdom.md new file mode 100644 index 00000000..c40c8ced --- /dev/null +++ b/.squad/identity/wisdom.md @@ -0,0 +1,15 @@ +--- +last_updated: 2026-02-25T11:57:08.046Z +--- + +# Team Wisdom + +Reusable patterns and heuristics learned through work. NOT transcripts — each entry is a distilled, actionable insight. + +## Patterns + + + +## Anti-Patterns + + diff --git a/.squad/routing.md b/.squad/routing.md new file mode 100644 index 00000000..214d0d82 --- /dev/null +++ b/.squad/routing.md @@ -0,0 +1,40 @@ +# Routing Rules + +## Default Routes + +| Domain | Primary | Backup | +|--------|---------|--------| +| Architecture, design decisions, code review | Carlos | — | +| Indicator implementation, Python code, porting PineScript | DevMeister3000 | Carlos | +| Tests, edge cases, quality assurance, unittest | ChaosAgent | DevMeister3000 | +| Documentation, Docusaurus, examples, README | Doc Vader | Carlos | +| Session logging, decisions, memory | Scribe | — | +| Work queue, backlog, monitoring | Ralph | — | + +## Keyword Routes + +| Keywords | Route to | +|----------|----------| +| indicator, implement, port, pine, pinescript, algorithm, ema, sma, rsi, macd, pivot, swing, trendline, breakout | DevMeister3000 | +| test, unittest, assert, edge case, coverage, quality | ChaosAgent | +| docs, documentation, docusaurus, markdown, guide, example, tutorial, installation | Doc Vader | +| architecture, design, pattern, refactor, api, structure, review, approve | Carlos | +| backlog, issues, status, board, queue, monitor | Ralph | +| autonomous, copilot, simple fix, single-file, boilerplate | @copilot | + +## Copilot Agent Routing + +When triaging issues, Carlos evaluates against the capability profile in `team.md`: +- **🟢 issues** with `squad:copilot` label → @copilot picks up autonomously +- **🟡 issues** → @copilot works, but PR needs squad review before merge +- **🔴 issues** → route to appropriate squad agent instead + +## Multi-Domain + +When a task spans multiple domains (e.g., "add indicator with tests and docs"), fan out to all relevant agents in parallel. + +## Review Gate + +- Carlos reviews architecture decisions and API changes. +- ChaosAgent reviews all new indicator implementations (test coverage). +- Doc Vader reviews documentation accuracy. diff --git a/.squad/skills/.gitkeep b/.squad/skills/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/skills/squad-conventions/SKILL.md b/.squad/skills/squad-conventions/SKILL.md new file mode 100644 index 00000000..72eca68e --- /dev/null +++ b/.squad/skills/squad-conventions/SKILL.md @@ -0,0 +1,69 @@ +--- +name: "squad-conventions" +description: "Core conventions and patterns used in the Squad codebase" +domain: "project-conventions" +confidence: "high" +source: "manual" +--- + +## Context +These conventions apply to all work on the Squad CLI tool (`create-squad`). Squad is a zero-dependency Node.js package that adds AI agent teams to any project. Understanding these patterns is essential before modifying any Squad source code. + +## Patterns + +### Zero Dependencies +Squad has zero runtime dependencies. Everything uses Node.js built-ins (`fs`, `path`, `os`, `child_process`). Do not add packages to `dependencies` in `package.json`. This is a hard constraint, not a preference. + +### Node.js Built-in Test Runner +Tests use `node:test` and `node:assert/strict` — no test frameworks. Run with `npm test`. Test files live in `test/`. The test command is `node --test test/`. + +### Error Handling — `fatal()` Pattern +All user-facing errors use the `fatal(msg)` function which prints a red `✗` prefix and exits with code 1. Never throw unhandled exceptions or print raw stack traces. The global `uncaughtException` handler calls `fatal()` as a safety net. + +### ANSI Color Constants +Colors are defined as constants at the top of `index.js`: `GREEN`, `RED`, `DIM`, `BOLD`, `RESET`. Use these constants — do not inline ANSI escape codes. + +### File Structure +- `.squad/` — Team state (user-owned, never overwritten by upgrades) +- `.squad/templates/` — Template files copied from `templates/` (Squad-owned, overwritten on upgrade) +- `.github/agents/squad.agent.md` — Coordinator prompt (Squad-owned, overwritten on upgrade) +- `templates/` — Source templates shipped with the npm package +- `.squad/skills/` — Team skills in SKILL.md format (user-owned) +- `.squad/decisions/inbox/` — Drop-box for parallel decision writes + +### Windows Compatibility +Always use `path.join()` for file paths — never hardcode `/` or `\` separators. Squad must work on Windows, macOS, and Linux. All tests must pass on all platforms. + +### Init Idempotency +The init flow uses a skip-if-exists pattern: if a file or directory already exists, skip it and report "already exists." Never overwrite user state during init. The upgrade flow overwrites only Squad-owned files. + +### Copy Pattern +`copyRecursive(src, target)` handles both files and directories. It creates parent directories with `{ recursive: true }` and uses `fs.copyFileSync` for files. + +## Examples + +```javascript +// Error handling +function fatal(msg) { + console.error(`${RED}✗${RESET} ${msg}`); + process.exit(1); +} + +// File path construction (Windows-safe) +const agentDest = path.join(dest, '.github', 'agents', 'squad.agent.md'); + +// Skip-if-exists pattern +if (!fs.existsSync(ceremoniesDest)) { + fs.copyFileSync(ceremoniesSrc, ceremoniesDest); + console.log(`${GREEN}✓${RESET} .squad/ceremonies.md`); +} else { + console.log(`${DIM}ceremonies.md already exists — skipping${RESET}`); +} +``` + +## Anti-Patterns +- **Adding npm dependencies** — Squad is zero-dep. Use Node.js built-ins only. +- **Hardcoded path separators** — Never use `/` or `\` directly. Always `path.join()`. +- **Overwriting user state on init** — Init skips existing files. Only upgrade overwrites Squad-owned files. +- **Raw stack traces** — All errors go through `fatal()`. Users see clean messages, not stack traces. +- **Inline ANSI codes** — Use the color constants (`GREEN`, `RED`, `DIM`, `BOLD`, `RESET`). diff --git a/.squad/team.md b/.squad/team.md new file mode 100644 index 00000000..d021701d --- /dev/null +++ b/.squad/team.md @@ -0,0 +1,60 @@ +# PyIndicators — Squad Team + +## Project Context + +- **Project:** PyIndicators +- **Owner:** marcvanduyn +- **Description:** A powerful and user-friendly Python library for financial technical analysis indicators, metrics and helper functions for pandas and polars dataframes. Written entirely in Python with no external dependencies. +- **Stack:** Python, pandas, polars, Docusaurus (docs) +- **Repo:** CodingKitties/PyIndicators + +## Members + +| Name | Role | Specialty | Emoji | +|------|------|-----------|-------| +| Marc | Owner / PM | Project owner, direction, final say | 👤 Human | +| Carlos | Lead | Architecture, code review, decisions | 🏗️ | +| DevMeister3000 | Core Dev | Indicator implementations, Python | 🔧 | +| ChaosAgent | Tester | Tests, quality, edge cases | 🧪 | +| Doc Vader | DevRel | Docusaurus docs, examples, guides | 📝 | +| @copilot | Coding Agent | Autonomous issue pickup, PRs | 🤖 | +| Scribe | (silent) | Memory, decisions, session logs | 📋 | +| Ralph | (monitor) | Work queue, backlog, keep-alive | 🔄 | + + + +## Issue Source + +- **Repository:** `coding-kitties/PyIndicators` +- **Connected:** 2026-02-27 +- **Filters:** All open issues + +## PRD + +- **Source:** `/Users/marcvanduyn/Projects/CodingKitties/PyIndicators/PRD.md` +- **Ingested:** 2026-02-27 +- **Status:** Decomposed → 70 work items in `.squad/work-items.md` + +## Coding Agent — Capabilities + +| Task Type | Fit | Notes | +|-----------|-----|-------| +| Single-file indicator implementation | 🟢 | Follows established pattern | +| Writing unittest test suites | 🟢 | Straightforward from existing examples | +| Single-file bug fixes | 🟢 | Scoped, low risk | +| Documentation pages (Docusaurus md) | 🟢 | Template-driven | +| README updates | 🟢 | Text edits | +| Multi-file refactors | 🟡 | Needs squad review | +| New indicator with complex math (porting PineScript) | 🟡 | Logic correctness needs review | +| Architecture changes (new module structure) | 🔴 | Requires Carlos (Lead) decision | +| Docusaurus config / sidebar changes | 🔴 | Risk of breaking docs build | +| Release management / versioning | 🔴 | Needs human approval | + +## Tech Stack + +- **Language:** Python 3.12+ +- **DataFrame support:** pandas, polars +- **Testing:** unittest +- **Documentation:** Docusaurus +- **Build:** pyproject.toml +- **No external dependencies** for core library diff --git a/.squad/templates/.gitkeep b/.squad/templates/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/templates/improve-chart-issue.yml b/.squad/templates/improve-chart-issue.yml new file mode 100644 index 00000000..bc9bcc7c --- /dev/null +++ b/.squad/templates/improve-chart-issue.yml @@ -0,0 +1,115 @@ +name: "📊 Improve Documentation Chart" +description: "Request an improved or new chart for an indicator's documentation page" +title: "[Chart] " +labels: ["squad", "docs", "chart"] +body: + - type: markdown + attributes: + value: | + ## Documentation Chart Improvement + Use this template to request a new or improved chart for an indicator's documentation page. + **Include reference screenshots** showing what the chart should look like. + + - type: input + id: indicator-name + attributes: + label: Indicator Name + description: "Which indicator's documentation needs a chart update?" + placeholder: "e.g., SuperTrend, RSI, Trendline Breakout Navigator" + validations: + required: true + + - type: input + id: docs-page + attributes: + label: Current Docs Page + description: "Path to the existing docs page (if it exists)" + placeholder: "e.g., docs/content/indicators/trend/supertrend.md" + validations: + required: false + + - type: dropdown + id: chart-type + attributes: + label: What needs to happen? + options: + - Add a new chart (no chart exists yet) + - Replace existing chart (current one is wrong or ugly) + - Add additional chart (show a different view or timeframe) + - Fix chart rendering issue + validations: + required: true + + - type: textarea + id: reference-chart + attributes: + label: Reference Chart(s) + description: | + **Paste or drag & drop screenshots** of what the chart should look like. + Include charts from TradingView, other platforms, or hand-drawn sketches — anything that shows the desired result. + placeholder: "Drag and drop images here..." + validations: + required: true + + - type: textarea + id: chart-description + attributes: + label: Chart Description + description: | + **Describe the chart in detail** — agents may not always be able to see images. + Include: what data is shown, what the indicator lines/zones look like, colors, key visual features. + placeholder: | + - Chart type: Candlestick with overlay + - Indicator display: Two bands (upper green, lower red) with fill between them + - Signals: Triangle markers at crossover points + - Timeframe shown: 6 months of daily data + - The chart should clearly show a trend reversal around the middle + - ... + validations: + required: true + + - type: textarea + id: data-source + attributes: + label: Data Source + description: "What data should the chart use?" + placeholder: | + - Asset: BTC/USD + - Timeframe: Daily + - Date range: 2024-01-01 to 2024-12-31 + - Or: use existing test data from resources/data/ + validations: + required: false + + - type: textarea + id: chart-requirements + attributes: + label: Chart Requirements + description: "Any specific requirements for the chart?" + placeholder: | + - Library: plotly (for interactive) or matplotlib (for static) + - Include: buy/sell signal annotations + - Color scheme: green for bullish, red for bearish + - Export as: static image for docs + interactive HTML + validations: + required: false + + - type: checkboxes + id: deliverables + attributes: + label: Deliverables + description: "What needs to be delivered?" + options: + - label: "Static chart image for docs page (PNG/SVG in `static/images/`)" + - label: "Update docs page to include the chart" + - label: "Analysis notebook with interactive plotly chart" + - label: "HTML export of interactive chart" + + - type: textarea + id: additional-context + attributes: + label: Additional Context + description: "Anything else? What's wrong with the current chart? Specific style preferences?" + placeholder: "Optional additional context..." + validations: + required: false diff --git a/.squad/templates/new-indicator-issue.md b/.squad/templates/new-indicator-issue.md new file mode 100644 index 00000000..4af0b525 --- /dev/null +++ b/.squad/templates/new-indicator-issue.md @@ -0,0 +1,60 @@ +## New Indicator Request + +### Indicator Name + + + +### Category + + + +### Description + + + +### Reference Chart(s) + + + + +### Chart Description + + + +- **Timeframe:** +- **Asset:** +- **What's shown:** + + +### Parameters + + +| Parameter | Type | Default | Description | +|-----------|------|---------|-------------| +| `period` | int | 14 | Lookback period | +| `source_column` | str | 'Close' | Source column | + + +### Source / Reference + + + +### Expected Output Columns + + +- `indicator_value`: +- `indicator_signal`: + + +### Deliverables Checklist + +- [ ] Implementation in `pyindicators/indicators/` (pandas + polars support) +- [ ] Exports in `__init__.py` and `__all__` +- [ ] Unit tests in `tests/indicators/` (pandas, polars, edge cases) +- [ ] Documentation page in `docs/content/indicators/` with chart image +- [ ] Sidebar registration in `docs/sidebars.js` +- [ ] Entry in README.md features list +- [ ] Analysis notebook in `analysis/indicators/` with plotly chart + +### Additional Context + diff --git a/.squad/templates/new-indicator-issue.yml b/.squad/templates/new-indicator-issue.yml new file mode 100644 index 00000000..f03a0b39 --- /dev/null +++ b/.squad/templates/new-indicator-issue.yml @@ -0,0 +1,140 @@ +name: "🔧 New Indicator" +description: "Request a new technical indicator implementation" +title: "[Indicator] " +labels: ["squad", "indicator"] +body: + - type: markdown + attributes: + value: | + ## New Indicator Request + Use this template to request a new indicator for PyIndicators. + **Include chart screenshots** showing the expected output — the team needs visual references to reproduce the behavior accurately. + + - type: input + id: indicator-name + attributes: + label: Indicator Name + description: "The name of the indicator (e.g., Parabolic SAR, Ichimoku Cloud)" + placeholder: "e.g., VWAP (Volume Weighted Average Price)" + validations: + required: true + + - type: dropdown + id: category + attributes: + label: Category + description: "Which category does this indicator belong to?" + options: + - Trend + - Momentum + - Volatility + - Support & Resistance + - Pattern Recognition + - Volume + - Helpers / Utilities + validations: + required: true + + - type: textarea + id: description + attributes: + label: Description + description: "What does this indicator do? How is it used in trading?" + placeholder: "Describe the indicator's purpose, what it measures, and typical use cases..." + validations: + required: true + + - type: textarea + id: reference-chart + attributes: + label: Reference Chart(s) + description: | + **Paste or drag & drop chart screenshots** showing the expected indicator output. + Include charts from TradingView, PineScript, or any other platform. + The more visual references, the better — these are used to verify the implementation. + placeholder: "Drag and drop images here, or paste image URLs..." + validations: + required: true + + - type: textarea + id: chart-description + attributes: + label: Chart Description + description: | + **Describe what the chart(s) show** — agents may not always be able to see images. + Include: timeframe, asset, what lines/zones/signals are visible, colors, behavior at key points. + placeholder: | + - Timeframe: Daily + - Asset: BTC/USD + - The indicator shows a green line above price during downtrends and red line below during uptrends + - Signals are marked with triangles at crossover points + - ... + validations: + required: true + + - type: textarea + id: parameters + attributes: + label: Parameters + description: "List the indicator's parameters with types and defaults" + placeholder: | + - `period` (int, default=14): Lookback period + - `multiplier` (float, default=2.0): ATR multiplier + - `source` (str, default='Close'): Source column + value: | + - `period` (int, default=14): + - `source_column` (str, default='Close'): + validations: + required: false + + - type: textarea + id: source-reference + attributes: + label: Source / Reference + description: "Link to PineScript source, academic paper, or reference implementation" + placeholder: "e.g., https://www.tradingview.com/script/... or a PineScript code block" + validations: + required: false + + - type: textarea + id: output-columns + attributes: + label: Expected Output Columns + description: "What columns should the indicator add to the DataFrame?" + placeholder: | + - `indicator_value`: Main indicator line + - `indicator_signal`: Buy/sell signal (1, -1, 0) + - `indicator_upper`: Upper band + - `indicator_lower`: Lower band + validations: + required: false + + - type: checkboxes + id: deliverables + attributes: + label: Deliverables Checklist + description: "A complete indicator requires ALL of the following. The squad will handle each." + options: + - label: "Implementation in `pyindicators/indicators/` (pandas + polars support)" + required: true + - label: "Exports in `__init__.py` and `__all__`" + required: true + - label: "Unit tests in `tests/indicators/` (pandas, polars, edge cases)" + required: true + - label: "Documentation page in `docs/content/indicators/` with chart image" + required: true + - label: "Sidebar registration in `docs/sidebars.js`" + required: true + - label: "Entry in README.md features list" + required: true + - label: "Analysis notebook in `analysis/indicators/` with plotly chart" + required: true + + - type: textarea + id: additional-context + attributes: + label: Additional Context + description: "Anything else? Special edge cases, related indicators, priority notes..." + placeholder: "Optional additional context..." + validations: + required: false diff --git a/.squad/work-items.md b/.squad/work-items.md new file mode 100644 index 00000000..c87dc619 --- /dev/null +++ b/.squad/work-items.md @@ -0,0 +1,138 @@ +# PyIndicators — Work Items Decomposition + +> Decomposed from [PRD.md](../PRD.md) by Carlos (Lead) on 2026-02-27. + +## Summary + +| Phase | Total Items | P0 | P1 | P2 | P3 | +|-------|-------------|----|----|----|----| +| Phase 1 — Test Coverage | 14 | 8 | 3 | 3 | 0 | +| Phase 2 — Documentation | 11 | 0 | 9 | 2 | 0 | +| Phase 3 — README & Onboarding | 5 | 1 | 2 | 2 | 0 | +| Phase 4 — Analysis Notebooks | 29 | 0 | 0 | 0 | 29 | +| Phase 5 — New Indicators | 11 | 0 | 0 | 5 | 6 | +| **Total** | **70** | **9** | **14** | **12** | **35** | + +--- + +## Phase 1 — Test Coverage (Critical) + +Every indicator must have tests covering Pandas input/output, Polars input/output, and edge cases. + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 1.01 | Write tests for `average_true_range.py` (ATR) | ChaosAgent | P0 | None | S | Classic volatility indicator, simple I/O | +| 1.02 | Write tests for `commodity_channel_index.py` (CCI) | ChaosAgent | P0 | None | S | Classic momentum indicator | +| 1.03 | Write tests for `rate_of_change.py` (ROC) | ChaosAgent | P0 | None | S | Classic momentum indicator | +| 1.04 | Write tests for `liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic, needs realistic OHLCV data | +| 1.05 | Write tests for `buyside_sellside_liquidity.py` | ChaosAgent | P0 | None | M | Complex price-action logic | +| 1.06 | Write tests for `pure_price_action_liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic | +| 1.07 | Write tests for `liquidity_pools.py` | ChaosAgent | P0 | None | M | Complex price-action logic | +| 1.08 | Write tests for `liquidity_levels_voids.py` | ChaosAgent | P0 | None | M | Complex price-action logic | +| 1.09 | Write tests for `pulse_mean_accelerator.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | +| 1.10 | Write tests for `equal_highs_lows.py` | ChaosAgent | P1 | None | M | Medium-priority S/R indicator | +| 1.11 | Write tests for `volume_weighted_trend.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | +| 1.12 | Write tests for `is_down_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | +| 1.13 | Write tests for `is_up_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | +| 1.14 | Write tests for `up_and_down_trends.py` | ChaosAgent | P2 | None | S | Simple helper utility | + +--- + +## Phase 2 — Documentation Completeness (High) + +Add missing doc pages and ensure sidebar registration. + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 2.01 | Create doc page for Volume Gated Trend Ribbon | Doc Vader | P1 | None | S | Category: Trend. Follow `docs/content/indicators/trend/` pattern | +| 2.02 | Create doc page for Commodity Channel Index (CCI) | Doc Vader | P1 | None | S | Category: Momentum | +| 2.03 | Create doc page for Rate of Change (ROC) | Doc Vader | P1 | None | S | Category: Momentum | +| 2.04 | Create doc page for Equal Highs / Lows | Doc Vader | P1 | None | S | Category: Support & Resistance | +| 2.05 | Create doc page for Swing Structure | Doc Vader | P1 | None | S | Category: Support & Resistance | +| 2.06 | Create doc page for Trendline Breakout Navigator | Doc Vader | P1 | None | S | Category: Support & Resistance | +| 2.07 | Create doc page for Up and Downtrends | Doc Vader | P1 | None | S | Category: Helpers | +| 2.08 | Register all 7 new doc pages in `docs/sidebars.js` | Doc Vader | P1 | 2.01–2.07 | S | Must update sidebar config | +| 2.09 | Document missing utility functions (`is_below`, `is_above`, `get_slope`, etc.) | Doc Vader | P1 | None | S | Only `has_any_lower_then_threshold` currently documented | +| 2.10 | Update README features list to include all 16 missing indicators | Doc Vader | P2 | None | S | See PRD §4.3 list | +| 2.11 | Fix "no external dependencies" claim in README and `pyproject.toml` | Doc Vader | P2 | None | S | Replace with accurate description | + +--- + +## Phase 3 — README & Onboarding (Medium) + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 3.01 | Fix "no external dependencies" metadata discrepancy | Doc Vader | P0 | None | S | Misleads users; fix in README + pyproject.toml description | +| 3.02 | Add "Quick Start" section with minimal end-to-end example | Doc Vader | P1 | None | S | Show install → import → compute → inspect | +| 3.03 | Restructure README: reduce inline API docs, link to Docusaurus site | Doc Vader | P1 | 2.01–2.09 | M | Depends on docs being complete first | +| 3.04 | Add badges (PyPI version, test status, docs link) | Doc Vader | P2 | None | S | Standard OSS project hygiene | +| 3.05 | Add CONTRIBUTING.md with indicator authoring guide | Doc Vader | P2 | None | M | Guide contributors on patterns from PRD §7 | + +--- + +## Phase 4 — Analysis Notebooks (Low / Nice-to-have) + +All items are P3. No dependencies unless noted. Owner: Doc Vader. Complexity: S each. + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 4.01 | Create notebook for Simple Moving Average (SMA) | Doc Vader | P3 | None | S | Classic trend | +| 4.02 | Create notebook for Weighted Moving Average (WMA) | Doc Vader | P3 | None | S | Classic trend | +| 4.03 | Create notebook for Exponential Moving Average (EMA) | Doc Vader | P3 | None | S | Classic trend | +| 4.04 | Create notebook for SuperTrend | Doc Vader | P3 | None | S | Popular trend indicator | +| 4.05 | Create notebook for Volume Gated Trend Ribbon | Doc Vader | P3 | None | S | | +| 4.06 | Create notebook for MACD | Doc Vader | P3 | None | S | High-value classic | +| 4.07 | Create notebook for RSI | Doc Vader | P3 | None | S | High-value classic | +| 4.08 | Create notebook for Wilders RSI | Doc Vader | P3 | None | S | | +| 4.09 | Create notebook for Williams %R | Doc Vader | P3 | None | S | | +| 4.10 | Create notebook for ADX | Doc Vader | P3 | None | S | | +| 4.11 | Create notebook for Stochastic Oscillator | Doc Vader | P3 | None | S | | +| 4.12 | Create notebook for Momentum Confluence | Doc Vader | P3 | None | S | | +| 4.13 | Create notebook for Commodity Channel Index (CCI) | Doc Vader | P3 | 1.02 | S | Needs working impl + tests first | +| 4.14 | Create notebook for Rate of Change (ROC) | Doc Vader | P3 | 1.03 | S | Needs working impl + tests first | +| 4.15 | Create notebook for Bollinger Bands | Doc Vader | P3 | None | S | High-value classic | +| 4.16 | Create notebook for Average True Range (ATR) | Doc Vader | P3 | 1.01 | S | | +| 4.17 | Create notebook for Moving Average Envelope | Doc Vader | P3 | None | S | | +| 4.18 | Create notebook for Nadaraya-Watson Envelope | Doc Vader | P3 | None | S | | +| 4.19 | Create notebook for Fibonacci Retracement | Doc Vader | P3 | None | S | | +| 4.20 | Create notebook for Golden Zone | Doc Vader | P3 | None | S | | +| 4.21 | Create notebook for Fair Value Gap | Doc Vader | P3 | None | S | | +| 4.22 | Create notebook for Order Blocks | Doc Vader | P3 | None | S | | +| 4.23 | Create notebook for Market Structure | Doc Vader | P3 | None | S | | +| 4.24 | Create notebook for Divergence | Doc Vader | P3 | None | S | | +| 4.25 | Create notebook for Accumulation Distribution Zones | Doc Vader | P3 | None | S | | +| 4.26 | Create notebook for Volume Imbalance | Doc Vader | P3 | None | S | | +| 4.27 | Create notebook for Opening Gap | Doc Vader | P3 | None | S | | +| 4.28 | Create notebook for Strong / Weak High / Low | Doc Vader | P3 | None | S | | +| 4.29 | Create notebook for Trendline Breakout Navigator | Doc Vader | P3 | None | S | | + +--- + +## Phase 5 — New Indicators (Backlog) + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 5.01 | Implement VWAP (Volume Weighted Average Price) | DevMeister3000 | P2 | Phase 1 done | M | Essential for intraday; high user demand | +| 5.02 | Implement Ichimoku Cloud | DevMeister3000 | P2 | Phase 1 done | L | Commonly requested; multiple output lines | +| 5.03 | Implement Pivot Points (Standard, Camarilla, Woodie) | DevMeister3000 | P2 | Phase 1 done | M | Classic S/R levels | +| 5.04 | Implement Keltner Channels | DevMeister3000 | P2 | 1.01 (ATR tests) | M | Depends on ATR being fully tested | +| 5.05 | Implement Donchian Channels | DevMeister3000 | P2 | Phase 1 done | S | Simple breakout detection | +| 5.06 | Implement Parabolic SAR | DevMeister3000 | P3 | Phase 1 done | M | Trend reversal | +| 5.07 | Implement Heikin-Ashi Candles | DevMeister3000 | P3 | Phase 1 done | S | Trend-smoothing candle type | +| 5.08 | Implement On-Balance Volume (OBV) | DevMeister3000 | P3 | Phase 1 done | S | Volume-based trend confirmation | +| 5.09 | Implement Chaikin Money Flow | DevMeister3000 | P3 | Phase 1 done | S | Volume/momentum hybrid | +| 5.10 | Run type annotations audit across all public APIs | DevMeister3000 | P3 | Phase 1 done | M | Ensure full type hints | +| 5.11 | Create performance benchmark suite (pandas vs polars) | DevMeister3000 | P3 | Phase 1 done | M | Comparative benchmarks | + +--- + +## Execution Order Recommendation + +1. **Immediate (P0):** Items 1.01–1.08 (8 high-priority test gaps) + 3.01 (metadata fix) — these block quality confidence. +2. **Next sprint (P1):** Remaining tests (1.09–1.11) + all doc pages (2.01–2.09) + README quick start (3.02) + README restructure (3.03). +3. **Following sprint (P2):** README features update (2.10–2.11) + badges (3.04) + CONTRIBUTING.md (3.05) + top new indicators (5.01–5.05). +4. **Backlog (P3):** Phase 4 notebooks + remaining Phase 5 indicators + type audit + benchmarks. + +--- + +*Generated by Carlos (Lead) — 2026-02-27* From a85fe9e103c9ded2f5958e030e9c4fa55315aa5b Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Sat, 28 Feb 2026 13:33:43 +0100 Subject: [PATCH 19/21] chore: remove .squad/ from PR tracking --- .squad/agents/carlos/charter.md | 35 ------ .squad/agents/carlos/history.md | 14 --- .squad/agents/chaosagent/charter.md | 43 ------- .squad/agents/chaosagent/history.md | 17 --- .squad/agents/devmeister3000/charter.md | 40 ------- .squad/agents/devmeister3000/history.md | 23 ---- .squad/agents/doc-vader/charter.md | 45 -------- .squad/agents/doc-vader/history.md | 18 --- .squad/agents/scribe/charter.md | 34 ------ .squad/agents/scribe/history.md | 11 -- .squad/casting/history.json | 13 --- .squad/casting/policy.json | 5 - .squad/casting/registry.json | 42 ------- .squad/ceremonies.md | 41 ------- .squad/decisions.md | 55 --------- .squad/decisions/inbox/.gitkeep | 0 .squad/identity/.gitkeep | 0 .squad/identity/now.md | 9 -- .squad/identity/wisdom.md | 15 --- .squad/routing.md | 40 ------- .squad/skills/.gitkeep | 0 .squad/skills/squad-conventions/SKILL.md | 69 ----------- .squad/team.md | 60 ---------- .squad/templates/.gitkeep | 0 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delete mode 100644 .squad/decisions.md delete mode 100644 .squad/decisions/inbox/.gitkeep delete mode 100644 .squad/identity/.gitkeep delete mode 100644 .squad/identity/now.md delete mode 100644 .squad/identity/wisdom.md delete mode 100644 .squad/routing.md delete mode 100644 .squad/skills/.gitkeep delete mode 100644 .squad/skills/squad-conventions/SKILL.md delete mode 100644 .squad/team.md delete mode 100644 .squad/templates/.gitkeep delete mode 100644 .squad/templates/improve-chart-issue.yml delete mode 100644 .squad/templates/new-indicator-issue.md delete mode 100644 .squad/templates/new-indicator-issue.yml delete mode 100644 .squad/work-items.md diff --git a/.squad/agents/carlos/charter.md b/.squad/agents/carlos/charter.md deleted file mode 100644 index 979d61d6..00000000 --- a/.squad/agents/carlos/charter.md +++ /dev/null @@ -1,35 +0,0 @@ -# Carlos — Lead - -## Identity - -- **Name:** Carlos -- **Role:** Lead / Architect -- **Emoji:** 🏗️ - -## Scope - -- Architecture and API design for the PyIndicators library -- Code review for all new indicator implementations -- Ensuring consistent patterns across all indicators -- Making decisions about public API shape and column naming conventions -- Approving or rejecting structural changes - -## Boundaries - -- Does NOT implement indicators directly (routes to DevMeister3000) -- Does NOT write tests (routes to ChaosAgent) -- Does NOT write documentation (routes to Doc Vader) - -## Standards - -- Every indicator must follow the established pattern: `indicator()`, `indicator_signal()`, `get_indicator_stats()` -- Support both pandas and polars DataFrames -- No external dependencies in core library -- Column naming must be consistent (lowercase, underscore-separated prefix) -- All public functions must have comprehensive docstrings - -## Review Authority - -- Approves/rejects architecture decisions -- Reviews API changes and new indicator public interfaces -- Can reassign rejected work to a different agent diff --git a/.squad/agents/carlos/history.md b/.squad/agents/carlos/history.md deleted file mode 100644 index 10aa232b..00000000 --- a/.squad/agents/carlos/history.md +++ /dev/null @@ -1,14 +0,0 @@ -# Carlos — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Stack:** Python 3.12+, pandas, polars, unittest, Docusaurus docs -- **Key patterns:** Each indicator has three public functions (`indicator()`, `indicator_signal()`, `get_indicator_stats()`), supports both pandas/polars, registered in `pyindicators/indicators/__init__.py` and `pyindicators/__init__.py` - -## Learnings - -- Team formed 2026-02-27. Roster: Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). -- 2026-02-27: Decomposed PRD into 70 work items across 5 phases. Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. Phase 1 (test coverage) has 14 items — 8 at P0 targeting the liquidity/price-action cluster and classic indicators (ATR, CCI, ROC). Phase 2 (docs) has 11 items covering 7 missing doc pages + sidebar + utils + README updates. Phase 5 (new indicators) has 11 items, with VWAP, Ichimoku, and Pivot Points as highest priority new features. Priority ordering: tests first to establish quality baseline, then docs, then README polish, then notebooks and new features. -- 2026-02-27: Issue #3 — Produced detailed chart plan for Trendline Breakout Navigator. TBN is a multi-timeframe indicator with 3 trendline timeframes, composite score, HH/LL events, and wick breaks. Chart plan uses 3-row layout (price+trendlines, composite trend, volume). Key insight: need ~365 days of 4h data to get enough long-timeframe pivots. Trendline values (`tbn_value_*`) are the projected prices — these should be drawn as lines on the price chart, colored by the corresponding `tbn_trend_*` direction. Decision written to `.squad/decisions/inbox/carlos-tbn-chart-plan.md`. diff --git a/.squad/agents/chaosagent/charter.md b/.squad/agents/chaosagent/charter.md deleted file mode 100644 index 5ab02ab7..00000000 --- a/.squad/agents/chaosagent/charter.md +++ /dev/null @@ -1,43 +0,0 @@ -# ChaosAgent — Tester - -## Identity - -- **Name:** ChaosAgent -- **Role:** Tester / QA -- **Emoji:** 🧪 - -## Scope - -- Writing comprehensive unittest test suites for all indicators -- Testing both pandas and polars DataFrame inputs -- Edge case testing (small data, NaN values, custom column names) -- Verifying output column shapes, types, and value ranges -- Regression testing when indicators are modified - -## Boundaries - -- Does NOT implement indicators (routes to DevMeister3000) -- Does NOT write documentation (routes to Doc Vader) -- Does NOT make architecture decisions (routes to Carlos) - -## Testing Standards - -- **Framework:** unittest (NOT pytest) -- **File location:** `tests/indicators/test_{indicator_name}.py` -- **Test data:** Use `_make_ohlcv()` helper to generate realistic random OHLCV data with numpy seed for reproducibility -- **Required test categories:** - 1. Returns correct DataFrame type (pandas and polars) - 2. All expected output columns are present - 3. Row count unchanged - 4. Output values in expected ranges (trend: {-1, 0, 1}, binary: {0, 1}) - 5. Custom column names work - 6. Different parameters produce different output - 7. Invalid input raises exception - 8. Small DataFrame doesn't crash - 9. Signal function consistency - 10. Stats function returns expected keys with valid types - -## Review Authority - -- Reviews test coverage of new indicator implementations -- Can reject implementations with insufficient testability diff --git a/.squad/agents/chaosagent/history.md b/.squad/agents/chaosagent/history.md deleted file mode 100644 index 8ffafbd2..00000000 --- a/.squad/agents/chaosagent/history.md +++ /dev/null @@ -1,17 +0,0 @@ -# ChaosAgent — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Testing framework:** unittest -- **Test location:** `tests/indicators/test_{indicator_name}.py` -- **Test data pattern:** `_make_ohlcv(n=200, seed=42)` generates reproducible OHLCV data - -## Learnings - -- Team formed 2026-02-27. -- Tests use `unittest.TestCase` with `setUp` creating shared test DataFrames. -- Each test file tests three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()`. -- Polars tests convert pandas→polars and verify the result type. -- Virtual environment at `.venv/` — run tests with `.venv/bin/python -m unittest`. diff --git a/.squad/agents/devmeister3000/charter.md b/.squad/agents/devmeister3000/charter.md deleted file mode 100644 index 8d4c84ac..00000000 --- a/.squad/agents/devmeister3000/charter.md +++ /dev/null @@ -1,40 +0,0 @@ -# DevMeister3000 — Core Dev - -## Identity - -- **Name:** DevMeister3000 -- **Role:** Core Developer -- **Emoji:** 🔧 - -## Scope - -- Implementing new financial technical analysis indicators -- Porting indicators from PineScript (e.g., LuxAlgo) to Python/numpy -- Writing core computation functions using numpy arrays -- Ensuring both pandas and polars DataFrame compatibility -- Registering new indicators in `__init__.py` files - -## Boundaries - -- Does NOT make architecture decisions unilaterally (consults Carlos) -- Does NOT write test files (routes to ChaosAgent) -- Does NOT write documentation pages (routes to Doc Vader) - -## Technical Notes - -- **Pattern:** Each indicator module contains: - - Internal helpers (prefixed with `_`) - - A `_indicator_pandas()` core computation function - - Three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()` -- **DataFrame handling:** Accept Union[PdDataFrame, PlDataFrame], convert polars→pandas for computation, convert back -- **No external deps:** Use only numpy for computation (already a transitive dep of pandas) -- **Registration:** Add imports to `pyindicators/indicators/__init__.py` AND `pyindicators/__init__.py`, update both `__all__` lists -- **Column naming:** Use lowercase prefix (e.g., `tbn_trend_long`, `mcs_p1`) -- **Error handling:** Raise `PyIndicatorException` for invalid inputs - -## Key Files - -- `pyindicators/indicators/` — all indicator modules -- `pyindicators/indicators/__init__.py` — indicator registry -- `pyindicators/__init__.py` — top-level exports -- `pyindicators/exceptions.py` — exception classes diff --git a/.squad/agents/devmeister3000/history.md b/.squad/agents/devmeister3000/history.md deleted file mode 100644 index 51cc53f9..00000000 --- a/.squad/agents/devmeister3000/history.md +++ /dev/null @@ -1,23 +0,0 @@ -# DevMeister3000 — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Stack:** Python 3.12+, pandas, polars, numpy, unittest -- **Indicator pattern:** `indicator()` → `indicator_signal()` → `get_indicator_stats()`, all support pandas + polars -- **Current indicators:** ~50+ including EMA, SMA, RSI, MACD, Supertrend, Bollinger Bands, Fair Value Gap, Order Blocks, Market Structure, Swing Structure, Trendline Breakout Navigator, and many more - -## Learnings - -- Team formed 2026-02-27. -- Existing indicators follow a consistent pattern: internal `_compute_pandas()` function, public API with Union[PdDataFrame, PlDataFrame] type hints. -- Polars support is done by converting to pandas, computing, and converting back. -- Pivot detection uses left/right bar confirmation pattern (see `swing_structure.py`, `trendline_breakout_navigator.py`). -- **2026-02-27 — Flake8 cleanup (14 warnings):** Fixed F841, F401, E741, E127 across 8 files. Key patterns found: - - Several indicators compute intermediate variables for debugging/clarity that are never used (e.g., `y1_plus_slope` in trendline_breakout_navigator, `atr_vals` in z_score_predictive_zones). - - Three indicator modules used ambiguous variable `l` for low arrays — renamed to `low` in opening_gap.py, strong_weak_high_low.py, volume_imbalance.py. Other modules (like the older ones) used different patterns already. - - `accumulation_distribution_zones` functions were imported in `pyindicators/__init__.py` but missing from `__all__` — added them. This was likely an oversight when the indicator was registered. - - `Optional` was imported but unused in range_intelligence.py (the module uses `Union` instead). - - Pre-existing test failures exist in `test_market_structure` (CHoCH/BOS) — 9 errors unrelated to this work.- **2026-02-27 — TBN analysis notebook (Issue #3):** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's chart plan and the VWT notebook pattern. 3-row layout: candlestick + trendlines + markers (row 1, 70%), composite trend bar chart (row 2, 15%), volume bars (row 3, 15%). Outputs HTML, PNG to `static/images/indicators/` and `docs/static/img/indicators/`. `analysis/indicators/` directory is gitignored — used `git add -f` to commit. Stats block prints all 16 keys from `get_trendline_breakout_navigator_stats()`. -- **2026-02-28 — TBN dark theme chart overhaul (Issue #3):** Rewrote chart styling from light to dark theme (#131722 background, matching TradingView aesthetic). Key changes: (1) bright green `#00e676` / red `#ff5252` trendlines for contrast against dark background; (2) white-outlined markers (HH triangles, LL triangles, wick diamonds) for visibility; (3) increased chart height to 1000px + width 1400px; (4) Consolas monospace font; (5) subtle grid lines `rgba(255,255,255,0.06)` and muted neutral bars `#363a45` for zero-trend periods; (6) composite trend + volume bars at higher opacity for dark readability. Outputs regenerated to all three paths (HTML + 2× PNG). \ No newline at end of file diff --git a/.squad/agents/doc-vader/charter.md b/.squad/agents/doc-vader/charter.md deleted file mode 100644 index a76f4bef..00000000 --- a/.squad/agents/doc-vader/charter.md +++ /dev/null @@ -1,45 +0,0 @@ -# Doc Vader — DevRel - -## Identity - -- **Name:** Doc Vader -- **Role:** DevRel / Technical Writer -- **Emoji:** 📝 - -## Scope - -- Writing and maintaining Docusaurus documentation -- Creating indicator documentation pages in `docs/content/indicators/` -- Writing usage examples and tutorials -- Maintaining the installation guide -- Updating README.md with new indicators - -## Boundaries - -- Does NOT implement indicators (routes to DevMeister3000) -- Does NOT write tests (routes to ChaosAgent) -- Does NOT make architecture decisions (routes to Carlos) - -## Documentation Standards - -- **Framework:** Docusaurus -- **Content location:** `docs/content/indicators/` -- **Config:** `docs/docusaurus.config.js` -- **Sidebars:** `docs/sidebars.js` -- **Format:** Markdown with code examples -- **Each indicator doc should include:** - 1. Description of what the indicator does - 2. Parameters table with defaults - 3. Output columns table - 4. Python usage example - 5. Signal interpretation guide - -## Key Files - -- `docs/content/` — documentation markdown files -- `docs/content/indicators/` — individual indicator docs -- `docs/content/installation.md` — installation guide -- `docs/content/introduction.md` — getting started -- `docs/docusaurus.config.js` — site configuration -- `docs/sidebars.js` — navigation structure -- `README.md` — project README diff --git a/.squad/agents/doc-vader/history.md b/.squad/agents/doc-vader/history.md deleted file mode 100644 index f3614992..00000000 --- a/.squad/agents/doc-vader/history.md +++ /dev/null @@ -1,18 +0,0 @@ -# Doc Vader — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Docs framework:** Docusaurus -- **Docs location:** `docs/content/indicators/` for indicator pages -- **Site config:** `docs/docusaurus.config.js` - -## Learnings - -- Team formed 2026-02-27. -- Documentation site is at `docs/` with standard Docusaurus structure. -- Indicator docs live in `docs/content/indicators/`. -- Analysis notebooks in `analysis/indicators/` serve as visual examples. -- Chart images in docs use UPPER_SNAKE_CASE alt text and path `/img/indicators/.png`, placed immediately after the Example code block's closing fence. -- Added TBN chart image reference to `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` (Issue #3).- Verified TBN docs page after chart improvement (Issue #3, 2026-02-28): image ref `![TRENDLINE_BREAKOUT_NAVIGATOR](/img/indicators/trendline_breakout_navigator.png)` correct, PNG exists at both `docs/static/img/indicators/` and `static/images/indicators/` (227 966 bytes), function signatures/params/return columns/signal logic/stats keys all match source. No changes needed. \ No newline at end of file diff --git a/.squad/agents/scribe/charter.md b/.squad/agents/scribe/charter.md deleted file mode 100644 index d3e8c517..00000000 --- a/.squad/agents/scribe/charter.md +++ /dev/null @@ -1,34 +0,0 @@ -# Scribe — Charter - -## Identity - -- **Name:** Scribe -- **Role:** Session Logger / Memory Manager -- **Emoji:** 📋 - -## Scope - -- Maintaining `decisions.md` — merging inbox entries, deduplicating -- Writing orchestration log entries to `.squad/orchestration-log/` -- Writing session logs to `.squad/log/` -- Cross-agent context sharing via history.md updates -- Archiving old decisions when file exceeds ~20KB -- Summarizing history.md files when they exceed ~12KB -- Git committing `.squad/` changes - -## Boundaries - -- Never speaks to the user -- Never modifies code or test files -- Only writes to `.squad/` state files - -## Process - -1. Receive spawn manifest from coordinator -2. Write orchestration log entries (one per agent) -3. Write session log entry -4. Merge decision inbox files into `decisions.md`, delete inbox files -5. Update affected agents' `history.md` with cross-agent learnings -6. Archive decisions if file too large -7. Summarize histories if too large -8. Git add + commit `.squad/` changes diff --git a/.squad/agents/scribe/history.md b/.squad/agents/scribe/history.md deleted file mode 100644 index e4042262..00000000 --- a/.squad/agents/scribe/history.md +++ /dev/null @@ -1,11 +0,0 @@ -# Scribe — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Team root:** /Users/marcvanduyn/Projects/CodingKitties/PyIndicators - -## Learnings - -- Team formed 2026-02-27. diff --git a/.squad/casting/history.json b/.squad/casting/history.json deleted file mode 100644 index ec619a00..00000000 --- a/.squad/casting/history.json +++ /dev/null @@ -1,13 +0,0 @@ -[ - { - "assignment_id": "pyindicators-001", - "universe": "oceans-eleven", - "created_at": "2026-02-27T13:50:00Z", - "agents": [ - {"name": "Carlos", "role": "Lead", "user_override": true}, - {"name": "DevMeister3000", "role": "Core Dev", "user_override": true}, - {"name": "ChaosAgent", "role": "Tester", "user_override": true}, - {"name": "Doc Vader", "role": "DevRel", "user_override": true} - ] - } -] diff --git a/.squad/casting/policy.json b/.squad/casting/policy.json deleted file mode 100644 index 77b236bf..00000000 --- a/.squad/casting/policy.json +++ /dev/null @@ -1,5 +0,0 @@ -{ - "universes": ["oceans-eleven"], - "max_per_universe": 8, - "allow_user_overrides": true -} diff --git a/.squad/casting/registry.json b/.squad/casting/registry.json deleted file mode 100644 index ded3b37b..00000000 --- a/.squad/casting/registry.json +++ /dev/null @@ -1,42 +0,0 @@ -[ - { - "persistent_name": "Carlos", - "universe": "oceans-eleven", - "role": "Lead", - "folder": "carlos", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - }, - { - "persistent_name": "DevMeister3000", - "universe": "oceans-eleven", - "role": "Core Dev", - "folder": "devmeister3000", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - }, - { - "persistent_name": "ChaosAgent", - "universe": "oceans-eleven", - "role": "Tester", - "folder": "chaosagent", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - }, - { - "persistent_name": "Doc Vader", - "universe": "oceans-eleven", - "role": "DevRel", - "folder": "doc-vader", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - } -] diff --git a/.squad/ceremonies.md b/.squad/ceremonies.md deleted file mode 100644 index 45b4a581..00000000 --- a/.squad/ceremonies.md +++ /dev/null @@ -1,41 +0,0 @@ -# Ceremonies - -> Team meetings that happen before or after work. Each squad configures their own. - -## Design Review - -| Field | Value | -|-------|-------| -| **Trigger** | auto | -| **When** | before | -| **Condition** | multi-agent task involving 2+ agents modifying shared systems | -| **Facilitator** | lead | -| **Participants** | all-relevant | -| **Time budget** | focused | -| **Enabled** | ✅ yes | - -**Agenda:** -1. Review the task and requirements -2. Agree on interfaces and contracts between components -3. Identify risks and edge cases -4. Assign action items - ---- - -## Retrospective - -| Field | Value | -|-------|-------| -| **Trigger** | auto | -| **When** | after | -| **Condition** | build failure, test failure, or reviewer rejection | -| **Facilitator** | lead | -| **Participants** | all-involved | -| **Time budget** | focused | -| **Enabled** | ✅ yes | - -**Agenda:** -1. What happened? (facts only) -2. Root cause analysis -3. What should change? -4. Action items for next iteration diff --git a/.squad/decisions.md b/.squad/decisions.md deleted file mode 100644 index 34e5cd20..00000000 --- a/.squad/decisions.md +++ /dev/null @@ -1,55 +0,0 @@ -# Decisions - -> Canonical decision ledger. Append-only. Managed by Scribe. - ---- - -### 2026-02-27T13:50:00Z: Team formed -**By:** Squad (Coordinator) -**What:** Initial team cast for PyIndicators project — Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). -**Why:** User confirmed roster. - ---- - -### 2026-02-27: PRD Decomposition Approach -**By:** Carlos (Lead) -**What:** Decomposed the PRD (v0.19.0) into 70 specific, actionable work items across 5 phases and wrote them to `.squad/work-items.md`. -**Why:** Ensures the team has a clear, granular backlog with no ambiguity about what needs doing, who does it, and in what order. Priority ordering: tests (P0) → docs (P1) → README (P0/P1/P2) → notebooks (P3) → new features (P2/P3). Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. - ---- - -### 2026-02-27: Added @copilot as Coding Agent -**By:** Marc (via Squad Coordinator) -**What:** Added GitHub Copilot coding agent (@copilot) to the team roster with auto-assign enabled. Capability profile added to team.md with 🟢/🟡/🔴 fit ratings. Instructions installed at `.github/copilot-instructions.md`. Routing updated so Carlos triages issues against the capability profile before assigning `squad:copilot` labels. -**Why:** User requested autonomous issue pickup for suitable tasks. Enables @copilot to pick up 🟢-rated issues without human intervention. - ---- - -### 2026-02-27: Flake8 Cleanup — Variable Naming & Export Conventions -**By:** DevMeister3000 (Core Dev) -**What:** Fixed 14 flake8 warnings (F841, F401, E741, E127) across 8 files. Renamed ambiguous `l` → `low`, added missing `__all__` entries for `accumulation_distribution_zones`, removed unused intermediate variables. -**Why:** Zero flake8 warnings for selected rules. Established conventions: use `high`/`low` for array variables; always add new functions to both `__all__` lists during registration. - ---- - -### 2026-02-27: TBN Chart Plan — Architecture Decision -**By:** Carlos (Lead) -**Issue:** #3 — Improve Trendline Breakout Navigator -**What:** Defined chart layout (3-row: price+trendlines 70%, composite trend 15%, volume 15%), 12 traces, data requirements (BTC/EUR 4h ~365d), and output paths for TBN analysis notebook and docs chart. -**Why:** TBN docs page had no chart image. Plan gives DevMeister3000 an unambiguous implementation spec. Key decisions: trendline values plotted on price chart color-coded by direction, HH/LL/wick markers overlaid, composite trend background shading green/red. - ---- - -### 2026-02-27: TBN Chart Notebook Implementation -**By:** DevMeister3000 (Core Dev) -**Issue:** #3 -**What:** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's spec. PNG output to both `static/images/indicators/` and `docs/static/img/indicators/`. Used `git add -f` for gitignored analysis directory. Composite trend Y-axis hardcoded `[-3.5, 3.5]`. -**Why:** Implements the chart plan. Dual PNG output lets Doc Vader reference the docs copy directly without extra steps. - ---- - -### 2026-02-28T12:00:00Z: TBN Chart Dark Theme Overhaul -**By:** DevMeister3000 (Core Dev) -**Issue:** #3 -**What:** Switched TBN analysis notebook chart from light theme to professional dark theme (#131722 background). Updated all colors, opacities, markers, grid lines, and fonts for dark-background readability. Chart dimensions increased to 1000×1400px. -**Why:** Existing light-themed chart was flagged as wrong/ugly. Dark themes are standard in financial charting tools and provide better contrast for overlaid trendlines and markers. Establishes precedent: future indicator analysis notebooks should use this dark theme palette for visual consistency. diff --git a/.squad/decisions/inbox/.gitkeep b/.squad/decisions/inbox/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/identity/.gitkeep b/.squad/identity/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/identity/now.md b/.squad/identity/now.md deleted file mode 100644 index 30c8903b..00000000 --- a/.squad/identity/now.md +++ /dev/null @@ -1,9 +0,0 @@ ---- -updated_at: 2026-02-25T11:57:08.045Z -focus_area: Initial setup -active_issues: [] ---- - -# What We're Focused On - -Getting started. Updated by coordinator at session start. diff --git a/.squad/identity/wisdom.md b/.squad/identity/wisdom.md deleted file mode 100644 index c40c8ced..00000000 --- a/.squad/identity/wisdom.md +++ /dev/null @@ -1,15 +0,0 @@ ---- -last_updated: 2026-02-25T11:57:08.046Z ---- - -# Team Wisdom - -Reusable patterns and heuristics learned through work. NOT transcripts — each entry is a distilled, actionable insight. - -## Patterns - - - -## Anti-Patterns - - diff --git a/.squad/routing.md b/.squad/routing.md deleted file mode 100644 index 214d0d82..00000000 --- a/.squad/routing.md +++ /dev/null @@ -1,40 +0,0 @@ -# Routing Rules - -## Default Routes - -| Domain | Primary | Backup | -|--------|---------|--------| -| Architecture, design decisions, code review | Carlos | — | -| Indicator implementation, Python code, porting PineScript | DevMeister3000 | Carlos | -| Tests, edge cases, quality assurance, unittest | ChaosAgent | DevMeister3000 | -| Documentation, Docusaurus, examples, README | Doc Vader | Carlos | -| Session logging, decisions, memory | Scribe | — | -| Work queue, backlog, monitoring | Ralph | — | - -## Keyword Routes - -| Keywords | Route to | -|----------|----------| -| indicator, implement, port, pine, pinescript, algorithm, ema, sma, rsi, macd, pivot, swing, trendline, breakout | DevMeister3000 | -| test, unittest, assert, edge case, coverage, quality | ChaosAgent | -| docs, documentation, docusaurus, markdown, guide, example, tutorial, installation | Doc Vader | -| architecture, design, pattern, refactor, api, structure, review, approve | Carlos | -| backlog, issues, status, board, queue, monitor | Ralph | -| autonomous, copilot, simple fix, single-file, boilerplate | @copilot | - -## Copilot Agent Routing - -When triaging issues, Carlos evaluates against the capability profile in `team.md`: -- **🟢 issues** with `squad:copilot` label → @copilot picks up autonomously -- **🟡 issues** → @copilot works, but PR needs squad review before merge -- **🔴 issues** → route to appropriate squad agent instead - -## Multi-Domain - -When a task spans multiple domains (e.g., "add indicator with tests and docs"), fan out to all relevant agents in parallel. - -## Review Gate - -- Carlos reviews architecture decisions and API changes. -- ChaosAgent reviews all new indicator implementations (test coverage). -- Doc Vader reviews documentation accuracy. diff --git a/.squad/skills/.gitkeep b/.squad/skills/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/skills/squad-conventions/SKILL.md b/.squad/skills/squad-conventions/SKILL.md deleted file mode 100644 index 72eca68e..00000000 --- a/.squad/skills/squad-conventions/SKILL.md +++ /dev/null @@ -1,69 +0,0 @@ ---- -name: "squad-conventions" -description: "Core conventions and patterns used in the Squad codebase" -domain: "project-conventions" -confidence: "high" -source: "manual" ---- - -## Context -These conventions apply to all work on the Squad CLI tool (`create-squad`). Squad is a zero-dependency Node.js package that adds AI agent teams to any project. Understanding these patterns is essential before modifying any Squad source code. - -## Patterns - -### Zero Dependencies -Squad has zero runtime dependencies. Everything uses Node.js built-ins (`fs`, `path`, `os`, `child_process`). Do not add packages to `dependencies` in `package.json`. This is a hard constraint, not a preference. - -### Node.js Built-in Test Runner -Tests use `node:test` and `node:assert/strict` — no test frameworks. Run with `npm test`. Test files live in `test/`. The test command is `node --test test/`. - -### Error Handling — `fatal()` Pattern -All user-facing errors use the `fatal(msg)` function which prints a red `✗` prefix and exits with code 1. Never throw unhandled exceptions or print raw stack traces. The global `uncaughtException` handler calls `fatal()` as a safety net. - -### ANSI Color Constants -Colors are defined as constants at the top of `index.js`: `GREEN`, `RED`, `DIM`, `BOLD`, `RESET`. Use these constants — do not inline ANSI escape codes. - -### File Structure -- `.squad/` — Team state (user-owned, never overwritten by upgrades) -- `.squad/templates/` — Template files copied from `templates/` (Squad-owned, overwritten on upgrade) -- `.github/agents/squad.agent.md` — Coordinator prompt (Squad-owned, overwritten on upgrade) -- `templates/` — Source templates shipped with the npm package -- `.squad/skills/` — Team skills in SKILL.md format (user-owned) -- `.squad/decisions/inbox/` — Drop-box for parallel decision writes - -### Windows Compatibility -Always use `path.join()` for file paths — never hardcode `/` or `\` separators. Squad must work on Windows, macOS, and Linux. All tests must pass on all platforms. - -### Init Idempotency -The init flow uses a skip-if-exists pattern: if a file or directory already exists, skip it and report "already exists." Never overwrite user state during init. The upgrade flow overwrites only Squad-owned files. - -### Copy Pattern -`copyRecursive(src, target)` handles both files and directories. It creates parent directories with `{ recursive: true }` and uses `fs.copyFileSync` for files. - -## Examples - -```javascript -// Error handling -function fatal(msg) { - console.error(`${RED}✗${RESET} ${msg}`); - process.exit(1); -} - -// File path construction (Windows-safe) -const agentDest = path.join(dest, '.github', 'agents', 'squad.agent.md'); - -// Skip-if-exists pattern -if (!fs.existsSync(ceremoniesDest)) { - fs.copyFileSync(ceremoniesSrc, ceremoniesDest); - console.log(`${GREEN}✓${RESET} .squad/ceremonies.md`); -} else { - console.log(`${DIM}ceremonies.md already exists — skipping${RESET}`); -} -``` - -## Anti-Patterns -- **Adding npm dependencies** — Squad is zero-dep. Use Node.js built-ins only. -- **Hardcoded path separators** — Never use `/` or `\` directly. Always `path.join()`. -- **Overwriting user state on init** — Init skips existing files. Only upgrade overwrites Squad-owned files. -- **Raw stack traces** — All errors go through `fatal()`. Users see clean messages, not stack traces. -- **Inline ANSI codes** — Use the color constants (`GREEN`, `RED`, `DIM`, `BOLD`, `RESET`). diff --git a/.squad/team.md b/.squad/team.md deleted file mode 100644 index d021701d..00000000 --- a/.squad/team.md +++ /dev/null @@ -1,60 +0,0 @@ -# PyIndicators — Squad Team - -## Project Context - -- **Project:** PyIndicators -- **Owner:** marcvanduyn -- **Description:** A powerful and user-friendly Python library for financial technical analysis indicators, metrics and helper functions for pandas and polars dataframes. Written entirely in Python with no external dependencies. -- **Stack:** Python, pandas, polars, Docusaurus (docs) -- **Repo:** CodingKitties/PyIndicators - -## Members - -| Name | Role | Specialty | Emoji | -|------|------|-----------|-------| -| Marc | Owner / PM | Project owner, direction, final say | 👤 Human | -| Carlos | Lead | Architecture, code review, decisions | 🏗️ | -| DevMeister3000 | Core Dev | Indicator implementations, Python | 🔧 | -| ChaosAgent | Tester | Tests, quality, edge cases | 🧪 | -| Doc Vader | DevRel | Docusaurus docs, examples, guides | 📝 | -| @copilot | Coding Agent | Autonomous issue pickup, PRs | 🤖 | -| Scribe | (silent) | Memory, decisions, session logs | 📋 | -| Ralph | (monitor) | Work queue, backlog, keep-alive | 🔄 | - - - -## Issue Source - -- **Repository:** `coding-kitties/PyIndicators` -- **Connected:** 2026-02-27 -- **Filters:** All open issues - -## PRD - -- **Source:** `/Users/marcvanduyn/Projects/CodingKitties/PyIndicators/PRD.md` -- **Ingested:** 2026-02-27 -- **Status:** Decomposed → 70 work items in `.squad/work-items.md` - -## Coding Agent — Capabilities - -| Task Type | Fit | Notes | -|-----------|-----|-------| -| Single-file indicator implementation | 🟢 | Follows established pattern | -| Writing unittest test suites | 🟢 | Straightforward from existing examples | -| Single-file bug fixes | 🟢 | Scoped, low risk | -| Documentation pages (Docusaurus md) | 🟢 | Template-driven | -| README updates | 🟢 | Text edits | -| Multi-file refactors | 🟡 | Needs squad review | -| New indicator with complex math (porting PineScript) | 🟡 | Logic correctness needs review | -| Architecture changes (new module structure) | 🔴 | Requires Carlos (Lead) decision | -| Docusaurus config / sidebar changes | 🔴 | Risk of breaking docs build | -| Release management / versioning | 🔴 | Needs human approval | - -## Tech Stack - -- **Language:** Python 3.12+ -- **DataFrame support:** pandas, polars -- **Testing:** unittest -- **Documentation:** Docusaurus -- **Build:** pyproject.toml -- **No external dependencies** for core library diff --git a/.squad/templates/.gitkeep b/.squad/templates/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/templates/improve-chart-issue.yml b/.squad/templates/improve-chart-issue.yml deleted file mode 100644 index bc9bcc7c..00000000 --- a/.squad/templates/improve-chart-issue.yml +++ /dev/null @@ -1,115 +0,0 @@ -name: "📊 Improve Documentation Chart" -description: "Request an improved or new chart for an indicator's documentation page" -title: "[Chart] " -labels: ["squad", "docs", "chart"] -body: - - type: markdown - attributes: - value: | - ## Documentation Chart Improvement - Use this template to request a new or improved chart for an indicator's documentation page. - **Include reference screenshots** showing what the chart should look like. - - - type: input - id: indicator-name - attributes: - label: Indicator Name - description: "Which indicator's documentation needs a chart update?" - placeholder: "e.g., SuperTrend, RSI, Trendline Breakout Navigator" - validations: - required: true - - - type: input - id: docs-page - attributes: - label: Current Docs Page - description: "Path to the existing docs page (if it exists)" - placeholder: "e.g., docs/content/indicators/trend/supertrend.md" - validations: - required: false - - - type: dropdown - id: chart-type - attributes: - label: What needs to happen? - options: - - Add a new chart (no chart exists yet) - - Replace existing chart (current one is wrong or ugly) - - Add additional chart (show a different view or timeframe) - - Fix chart rendering issue - validations: - required: true - - - type: textarea - id: reference-chart - attributes: - label: Reference Chart(s) - description: | - **Paste or drag & drop screenshots** of what the chart should look like. - Include charts from TradingView, other platforms, or hand-drawn sketches — anything that shows the desired result. - placeholder: "Drag and drop images here..." - validations: - required: true - - - type: textarea - id: chart-description - attributes: - label: Chart Description - description: | - **Describe the chart in detail** — agents may not always be able to see images. - Include: what data is shown, what the indicator lines/zones look like, colors, key visual features. - placeholder: | - - Chart type: Candlestick with overlay - - Indicator display: Two bands (upper green, lower red) with fill between them - - Signals: Triangle markers at crossover points - - Timeframe shown: 6 months of daily data - - The chart should clearly show a trend reversal around the middle - - ... - validations: - required: true - - - type: textarea - id: data-source - attributes: - label: Data Source - description: "What data should the chart use?" - placeholder: | - - Asset: BTC/USD - - Timeframe: Daily - - Date range: 2024-01-01 to 2024-12-31 - - Or: use existing test data from resources/data/ - validations: - required: false - - - type: textarea - id: chart-requirements - attributes: - label: Chart Requirements - description: "Any specific requirements for the chart?" - placeholder: | - - Library: plotly (for interactive) or matplotlib (for static) - - Include: buy/sell signal annotations - - Color scheme: green for bullish, red for bearish - - Export as: static image for docs + interactive HTML - validations: - required: false - - - type: checkboxes - id: deliverables - attributes: - label: Deliverables - description: "What needs to be delivered?" - options: - - label: "Static chart image for docs page (PNG/SVG in `static/images/`)" - - label: "Update docs page to include the chart" - - label: "Analysis notebook with interactive plotly chart" - - label: "HTML export of interactive chart" - - - type: textarea - id: additional-context - attributes: - label: Additional Context - description: "Anything else? What's wrong with the current chart? Specific style preferences?" - placeholder: "Optional additional context..." - validations: - required: false diff --git a/.squad/templates/new-indicator-issue.md b/.squad/templates/new-indicator-issue.md deleted file mode 100644 index 4af0b525..00000000 --- a/.squad/templates/new-indicator-issue.md +++ /dev/null @@ -1,60 +0,0 @@ -## New Indicator Request - -### Indicator Name - - - -### Category - - - -### Description - - - -### Reference Chart(s) - - - - -### Chart Description - - - -- **Timeframe:** -- **Asset:** -- **What's shown:** - - -### Parameters - - -| Parameter | Type | Default | Description | -|-----------|------|---------|-------------| -| `period` | int | 14 | Lookback period | -| `source_column` | str | 'Close' | Source column | - - -### Source / Reference - - - -### Expected Output Columns - - -- `indicator_value`: -- `indicator_signal`: - - -### Deliverables Checklist - -- [ ] Implementation in `pyindicators/indicators/` (pandas + polars support) -- [ ] Exports in `__init__.py` and `__all__` -- [ ] Unit tests in `tests/indicators/` (pandas, polars, edge cases) -- [ ] Documentation page in `docs/content/indicators/` with chart image -- [ ] Sidebar registration in `docs/sidebars.js` -- [ ] Entry in README.md features list -- [ ] Analysis notebook in `analysis/indicators/` with plotly chart - -### Additional Context - diff --git a/.squad/templates/new-indicator-issue.yml b/.squad/templates/new-indicator-issue.yml deleted file mode 100644 index f03a0b39..00000000 --- a/.squad/templates/new-indicator-issue.yml +++ /dev/null @@ -1,140 +0,0 @@ -name: "🔧 New Indicator" -description: "Request a new technical indicator implementation" -title: "[Indicator] " -labels: ["squad", "indicator"] -body: - - type: markdown - attributes: - value: | - ## New Indicator Request - Use this template to request a new indicator for PyIndicators. - **Include chart screenshots** showing the expected output — the team needs visual references to reproduce the behavior accurately. - - - type: input - id: indicator-name - attributes: - label: Indicator Name - description: "The name of the indicator (e.g., Parabolic SAR, Ichimoku Cloud)" - placeholder: "e.g., VWAP (Volume Weighted Average Price)" - validations: - required: true - - - type: dropdown - id: category - attributes: - label: Category - description: "Which category does this indicator belong to?" - options: - - Trend - - Momentum - - Volatility - - Support & Resistance - - Pattern Recognition - - Volume - - Helpers / Utilities - validations: - required: true - - - type: textarea - id: description - attributes: - label: Description - description: "What does this indicator do? How is it used in trading?" - placeholder: "Describe the indicator's purpose, what it measures, and typical use cases..." - validations: - required: true - - - type: textarea - id: reference-chart - attributes: - label: Reference Chart(s) - description: | - **Paste or drag & drop chart screenshots** showing the expected indicator output. - Include charts from TradingView, PineScript, or any other platform. - The more visual references, the better — these are used to verify the implementation. - placeholder: "Drag and drop images here, or paste image URLs..." - validations: - required: true - - - type: textarea - id: chart-description - attributes: - label: Chart Description - description: | - **Describe what the chart(s) show** — agents may not always be able to see images. - Include: timeframe, asset, what lines/zones/signals are visible, colors, behavior at key points. - placeholder: | - - Timeframe: Daily - - Asset: BTC/USD - - The indicator shows a green line above price during downtrends and red line below during uptrends - - Signals are marked with triangles at crossover points - - ... - validations: - required: true - - - type: textarea - id: parameters - attributes: - label: Parameters - description: "List the indicator's parameters with types and defaults" - placeholder: | - - `period` (int, default=14): Lookback period - - `multiplier` (float, default=2.0): ATR multiplier - - `source` (str, default='Close'): Source column - value: | - - `period` (int, default=14): - - `source_column` (str, default='Close'): - validations: - required: false - - - type: textarea - id: source-reference - attributes: - label: Source / Reference - description: "Link to PineScript source, academic paper, or reference implementation" - placeholder: "e.g., https://www.tradingview.com/script/... or a PineScript code block" - validations: - required: false - - - type: textarea - id: output-columns - attributes: - label: Expected Output Columns - description: "What columns should the indicator add to the DataFrame?" - placeholder: | - - `indicator_value`: Main indicator line - - `indicator_signal`: Buy/sell signal (1, -1, 0) - - `indicator_upper`: Upper band - - `indicator_lower`: Lower band - validations: - required: false - - - type: checkboxes - id: deliverables - attributes: - label: Deliverables Checklist - description: "A complete indicator requires ALL of the following. The squad will handle each." - options: - - label: "Implementation in `pyindicators/indicators/` (pandas + polars support)" - required: true - - label: "Exports in `__init__.py` and `__all__`" - required: true - - label: "Unit tests in `tests/indicators/` (pandas, polars, edge cases)" - required: true - - label: "Documentation page in `docs/content/indicators/` with chart image" - required: true - - label: "Sidebar registration in `docs/sidebars.js`" - required: true - - label: "Entry in README.md features list" - required: true - - label: "Analysis notebook in `analysis/indicators/` with plotly chart" - required: true - - - type: textarea - id: additional-context - attributes: - label: Additional Context - description: "Anything else? Special edge cases, related indicators, priority notes..." - placeholder: "Optional additional context..." - validations: - required: false diff --git a/.squad/work-items.md b/.squad/work-items.md deleted file mode 100644 index c87dc619..00000000 --- a/.squad/work-items.md +++ /dev/null @@ -1,138 +0,0 @@ -# PyIndicators — Work Items Decomposition - -> Decomposed from [PRD.md](../PRD.md) by Carlos (Lead) on 2026-02-27. - -## Summary - -| Phase | Total Items | P0 | P1 | P2 | P3 | -|-------|-------------|----|----|----|----| -| Phase 1 — Test Coverage | 14 | 8 | 3 | 3 | 0 | -| Phase 2 — Documentation | 11 | 0 | 9 | 2 | 0 | -| Phase 3 — README & Onboarding | 5 | 1 | 2 | 2 | 0 | -| Phase 4 — Analysis Notebooks | 29 | 0 | 0 | 0 | 29 | -| Phase 5 — New Indicators | 11 | 0 | 0 | 5 | 6 | -| **Total** | **70** | **9** | **14** | **12** | **35** | - ---- - -## Phase 1 — Test Coverage (Critical) - -Every indicator must have tests covering Pandas input/output, Polars input/output, and edge cases. - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 1.01 | Write tests for `average_true_range.py` (ATR) | ChaosAgent | P0 | None | S | Classic volatility indicator, simple I/O | -| 1.02 | Write tests for `commodity_channel_index.py` (CCI) | ChaosAgent | P0 | None | S | Classic momentum indicator | -| 1.03 | Write tests for `rate_of_change.py` (ROC) | ChaosAgent | P0 | None | S | Classic momentum indicator | -| 1.04 | Write tests for `liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic, needs realistic OHLCV data | -| 1.05 | Write tests for `buyside_sellside_liquidity.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.06 | Write tests for `pure_price_action_liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.07 | Write tests for `liquidity_pools.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.08 | Write tests for `liquidity_levels_voids.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.09 | Write tests for `pulse_mean_accelerator.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | -| 1.10 | Write tests for `equal_highs_lows.py` | ChaosAgent | P1 | None | M | Medium-priority S/R indicator | -| 1.11 | Write tests for `volume_weighted_trend.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | -| 1.12 | Write tests for `is_down_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | -| 1.13 | Write tests for `is_up_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | -| 1.14 | Write tests for `up_and_down_trends.py` | ChaosAgent | P2 | None | S | Simple helper utility | - ---- - -## Phase 2 — Documentation Completeness (High) - -Add missing doc pages and ensure sidebar registration. - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 2.01 | Create doc page for Volume Gated Trend Ribbon | Doc Vader | P1 | None | S | Category: Trend. Follow `docs/content/indicators/trend/` pattern | -| 2.02 | Create doc page for Commodity Channel Index (CCI) | Doc Vader | P1 | None | S | Category: Momentum | -| 2.03 | Create doc page for Rate of Change (ROC) | Doc Vader | P1 | None | S | Category: Momentum | -| 2.04 | Create doc page for Equal Highs / Lows | Doc Vader | P1 | None | S | Category: Support & Resistance | -| 2.05 | Create doc page for Swing Structure | Doc Vader | P1 | None | S | Category: Support & Resistance | -| 2.06 | Create doc page for Trendline Breakout Navigator | Doc Vader | P1 | None | S | Category: Support & Resistance | -| 2.07 | Create doc page for Up and Downtrends | Doc Vader | P1 | None | S | Category: Helpers | -| 2.08 | Register all 7 new doc pages in `docs/sidebars.js` | Doc Vader | P1 | 2.01–2.07 | S | Must update sidebar config | -| 2.09 | Document missing utility functions (`is_below`, `is_above`, `get_slope`, etc.) | Doc Vader | P1 | None | S | Only `has_any_lower_then_threshold` currently documented | -| 2.10 | Update README features list to include all 16 missing indicators | Doc Vader | P2 | None | S | See PRD §4.3 list | -| 2.11 | Fix "no external dependencies" claim in README and `pyproject.toml` | Doc Vader | P2 | None | S | Replace with accurate description | - ---- - -## Phase 3 — README & Onboarding (Medium) - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 3.01 | Fix "no external dependencies" metadata discrepancy | Doc Vader | P0 | None | S | Misleads users; fix in README + pyproject.toml description | -| 3.02 | Add "Quick Start" section with minimal end-to-end example | Doc Vader | P1 | None | S | Show install → import → compute → inspect | -| 3.03 | Restructure README: reduce inline API docs, link to Docusaurus site | Doc Vader | P1 | 2.01–2.09 | M | Depends on docs being complete first | -| 3.04 | Add badges (PyPI version, test status, docs link) | Doc Vader | P2 | None | S | Standard OSS project hygiene | -| 3.05 | Add CONTRIBUTING.md with indicator authoring guide | Doc Vader | P2 | None | M | Guide contributors on patterns from PRD §7 | - ---- - -## Phase 4 — Analysis Notebooks (Low / Nice-to-have) - -All items are P3. No dependencies unless noted. Owner: Doc Vader. Complexity: S each. - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 4.01 | Create notebook for Simple Moving Average (SMA) | Doc Vader | P3 | None | S | Classic trend | -| 4.02 | Create notebook for Weighted Moving Average (WMA) | Doc Vader | P3 | None | S | Classic trend | -| 4.03 | Create notebook for Exponential Moving Average (EMA) | Doc Vader | P3 | None | S | Classic trend | -| 4.04 | Create notebook for SuperTrend | Doc Vader | P3 | None | S | Popular trend indicator | -| 4.05 | Create notebook for Volume Gated Trend Ribbon | Doc Vader | P3 | None | S | | -| 4.06 | Create notebook for MACD | Doc Vader | P3 | None | S | High-value classic | -| 4.07 | Create notebook for RSI | Doc Vader | P3 | None | S | High-value classic | -| 4.08 | Create notebook for Wilders RSI | Doc Vader | P3 | None | S | | -| 4.09 | Create notebook for Williams %R | Doc Vader | P3 | None | S | | -| 4.10 | Create notebook for ADX | Doc Vader | P3 | None | S | | -| 4.11 | Create notebook for Stochastic Oscillator | Doc Vader | P3 | None | S | | -| 4.12 | Create notebook for Momentum Confluence | Doc Vader | P3 | None | S | | -| 4.13 | Create notebook for Commodity Channel Index (CCI) | Doc Vader | P3 | 1.02 | S | Needs working impl + tests first | -| 4.14 | Create notebook for Rate of Change (ROC) | Doc Vader | P3 | 1.03 | S | Needs working impl + tests first | -| 4.15 | Create notebook for Bollinger Bands | Doc Vader | P3 | None | S | High-value classic | -| 4.16 | Create notebook for Average True Range (ATR) | Doc Vader | P3 | 1.01 | S | | -| 4.17 | Create notebook for Moving Average Envelope | Doc Vader | P3 | None | S | | -| 4.18 | Create notebook for Nadaraya-Watson Envelope | Doc Vader | P3 | None | S | | -| 4.19 | Create notebook for Fibonacci Retracement | Doc Vader | P3 | None | S | | -| 4.20 | Create notebook for Golden Zone | Doc Vader | P3 | None | S | | -| 4.21 | Create notebook for Fair Value Gap | Doc Vader | P3 | None | S | | -| 4.22 | Create notebook for Order Blocks | Doc Vader | P3 | None | S | | -| 4.23 | Create notebook for Market Structure | Doc Vader | P3 | None | S | | -| 4.24 | Create notebook for Divergence | Doc Vader | P3 | None | S | | -| 4.25 | Create notebook for Accumulation Distribution Zones | Doc Vader | P3 | None | S | | -| 4.26 | Create notebook for Volume Imbalance | Doc Vader | P3 | None | S | | -| 4.27 | Create notebook for Opening Gap | Doc Vader | P3 | None | S | | -| 4.28 | Create notebook for Strong / Weak High / Low | Doc Vader | P3 | None | S | | -| 4.29 | Create notebook for Trendline Breakout Navigator | Doc Vader | P3 | None | S | | - ---- - -## Phase 5 — New Indicators (Backlog) - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 5.01 | Implement VWAP (Volume Weighted Average Price) | DevMeister3000 | P2 | Phase 1 done | M | Essential for intraday; high user demand | -| 5.02 | Implement Ichimoku Cloud | DevMeister3000 | P2 | Phase 1 done | L | Commonly requested; multiple output lines | -| 5.03 | Implement Pivot Points (Standard, Camarilla, Woodie) | DevMeister3000 | P2 | Phase 1 done | M | Classic S/R levels | -| 5.04 | Implement Keltner Channels | DevMeister3000 | P2 | 1.01 (ATR tests) | M | Depends on ATR being fully tested | -| 5.05 | Implement Donchian Channels | DevMeister3000 | P2 | Phase 1 done | S | Simple breakout detection | -| 5.06 | Implement Parabolic SAR | DevMeister3000 | P3 | Phase 1 done | M | Trend reversal | -| 5.07 | Implement Heikin-Ashi Candles | DevMeister3000 | P3 | Phase 1 done | S | Trend-smoothing candle type | -| 5.08 | Implement On-Balance Volume (OBV) | DevMeister3000 | P3 | Phase 1 done | S | Volume-based trend confirmation | -| 5.09 | Implement Chaikin Money Flow | DevMeister3000 | P3 | Phase 1 done | S | Volume/momentum hybrid | -| 5.10 | Run type annotations audit across all public APIs | DevMeister3000 | P3 | Phase 1 done | M | Ensure full type hints | -| 5.11 | Create performance benchmark suite (pandas vs polars) | DevMeister3000 | P3 | Phase 1 done | M | Comparative benchmarks | - ---- - -## Execution Order Recommendation - -1. **Immediate (P0):** Items 1.01–1.08 (8 high-priority test gaps) + 3.01 (metadata fix) — these block quality confidence. -2. **Next sprint (P1):** Remaining tests (1.09–1.11) + all doc pages (2.01–2.09) + README quick start (3.02) + README restructure (3.03). -3. **Following sprint (P2):** README features update (2.10–2.11) + badges (3.04) + CONTRIBUTING.md (3.05) + top new indicators (5.01–5.05). -4. **Backlog (P3):** Phase 4 notebooks + remaining Phase 5 indicators + type audit + benchmarks. - ---- - -*Generated by Carlos (Lead) — 2026-02-27* From ae9bc868fb13f9dee7482cab04d5a1cac0415fe5 Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Sat, 28 Feb 2026 13:36:39 +0100 Subject: [PATCH 20/21] Fix guard issues --- .squad/agents/carlos/charter.md | 35 ++++++ .squad/agents/carlos/history.md | 14 +++ .squad/agents/chaosagent/charter.md | 43 +++++++ .squad/agents/chaosagent/history.md | 17 +++ .squad/agents/devmeister3000/charter.md | 40 +++++++ .squad/agents/devmeister3000/history.md | 23 ++++ .squad/agents/doc-vader/charter.md | 45 ++++++++ .squad/agents/doc-vader/history.md | 18 +++ .squad/agents/scribe/charter.md | 34 ++++++ .squad/agents/scribe/history.md | 11 ++ .squad/casting/history.json | 13 +++ .squad/casting/policy.json | 5 + .squad/casting/registry.json | 42 +++++++ .squad/ceremonies.md | 41 +++++++ .squad/decisions.md | 55 +++++++++ .squad/decisions/inbox/.gitkeep | 0 .squad/identity/.gitkeep | 0 .squad/identity/now.md | 9 ++ .squad/identity/wisdom.md | 15 +++ .squad/routing.md | 40 +++++++ .squad/skills/.gitkeep | 0 .squad/skills/squad-conventions/SKILL.md | 69 +++++++++++ .squad/team.md | 60 ++++++++++ .squad/templates/.gitkeep | 0 .squad/templates/improve-chart-issue.yml | 115 +++++++++++++++++++ .squad/templates/new-indicator-issue.md | 60 ++++++++++ .squad/templates/new-indicator-issue.yml | 140 +++++++++++++++++++++++ .squad/work-items.md | 138 ++++++++++++++++++++++ 28 files changed, 1082 insertions(+) create mode 100644 .squad/agents/carlos/charter.md create mode 100644 .squad/agents/carlos/history.md create mode 100644 .squad/agents/chaosagent/charter.md create mode 100644 .squad/agents/chaosagent/history.md create mode 100644 .squad/agents/devmeister3000/charter.md create mode 100644 .squad/agents/devmeister3000/history.md create mode 100644 .squad/agents/doc-vader/charter.md create mode 100644 .squad/agents/doc-vader/history.md create mode 100644 .squad/agents/scribe/charter.md create mode 100644 .squad/agents/scribe/history.md create mode 100644 .squad/casting/history.json create mode 100644 .squad/casting/policy.json create mode 100644 .squad/casting/registry.json create mode 100644 .squad/ceremonies.md create mode 100644 .squad/decisions.md create mode 100644 .squad/decisions/inbox/.gitkeep create mode 100644 .squad/identity/.gitkeep create mode 100644 .squad/identity/now.md create mode 100644 .squad/identity/wisdom.md create mode 100644 .squad/routing.md create mode 100644 .squad/skills/.gitkeep create mode 100644 .squad/skills/squad-conventions/SKILL.md create mode 100644 .squad/team.md create mode 100644 .squad/templates/.gitkeep create mode 100644 .squad/templates/improve-chart-issue.yml create mode 100644 .squad/templates/new-indicator-issue.md create mode 100644 .squad/templates/new-indicator-issue.yml create mode 100644 .squad/work-items.md diff --git a/.squad/agents/carlos/charter.md b/.squad/agents/carlos/charter.md new file mode 100644 index 00000000..979d61d6 --- /dev/null +++ b/.squad/agents/carlos/charter.md @@ -0,0 +1,35 @@ +# Carlos — Lead + +## Identity + +- **Name:** Carlos +- **Role:** Lead / Architect +- **Emoji:** 🏗️ + +## Scope + +- Architecture and API design for the PyIndicators library +- Code review for all new indicator implementations +- Ensuring consistent patterns across all indicators +- Making decisions about public API shape and column naming conventions +- Approving or rejecting structural changes + +## Boundaries + +- Does NOT implement indicators directly (routes to DevMeister3000) +- Does NOT write tests (routes to ChaosAgent) +- Does NOT write documentation (routes to Doc Vader) + +## Standards + +- Every indicator must follow the established pattern: `indicator()`, `indicator_signal()`, `get_indicator_stats()` +- Support both pandas and polars DataFrames +- No external dependencies in core library +- Column naming must be consistent (lowercase, underscore-separated prefix) +- All public functions must have comprehensive docstrings + +## Review Authority + +- Approves/rejects architecture decisions +- Reviews API changes and new indicator public interfaces +- Can reassign rejected work to a different agent diff --git a/.squad/agents/carlos/history.md b/.squad/agents/carlos/history.md new file mode 100644 index 00000000..10aa232b --- /dev/null +++ b/.squad/agents/carlos/history.md @@ -0,0 +1,14 @@ +# Carlos — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Stack:** Python 3.12+, pandas, polars, unittest, Docusaurus docs +- **Key patterns:** Each indicator has three public functions (`indicator()`, `indicator_signal()`, `get_indicator_stats()`), supports both pandas/polars, registered in `pyindicators/indicators/__init__.py` and `pyindicators/__init__.py` + +## Learnings + +- Team formed 2026-02-27. Roster: Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). +- 2026-02-27: Decomposed PRD into 70 work items across 5 phases. Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. Phase 1 (test coverage) has 14 items — 8 at P0 targeting the liquidity/price-action cluster and classic indicators (ATR, CCI, ROC). Phase 2 (docs) has 11 items covering 7 missing doc pages + sidebar + utils + README updates. Phase 5 (new indicators) has 11 items, with VWAP, Ichimoku, and Pivot Points as highest priority new features. Priority ordering: tests first to establish quality baseline, then docs, then README polish, then notebooks and new features. +- 2026-02-27: Issue #3 — Produced detailed chart plan for Trendline Breakout Navigator. TBN is a multi-timeframe indicator with 3 trendline timeframes, composite score, HH/LL events, and wick breaks. Chart plan uses 3-row layout (price+trendlines, composite trend, volume). Key insight: need ~365 days of 4h data to get enough long-timeframe pivots. Trendline values (`tbn_value_*`) are the projected prices — these should be drawn as lines on the price chart, colored by the corresponding `tbn_trend_*` direction. Decision written to `.squad/decisions/inbox/carlos-tbn-chart-plan.md`. diff --git a/.squad/agents/chaosagent/charter.md b/.squad/agents/chaosagent/charter.md new file mode 100644 index 00000000..5ab02ab7 --- /dev/null +++ b/.squad/agents/chaosagent/charter.md @@ -0,0 +1,43 @@ +# ChaosAgent — Tester + +## Identity + +- **Name:** ChaosAgent +- **Role:** Tester / QA +- **Emoji:** 🧪 + +## Scope + +- Writing comprehensive unittest test suites for all indicators +- Testing both pandas and polars DataFrame inputs +- Edge case testing (small data, NaN values, custom column names) +- Verifying output column shapes, types, and value ranges +- Regression testing when indicators are modified + +## Boundaries + +- Does NOT implement indicators (routes to DevMeister3000) +- Does NOT write documentation (routes to Doc Vader) +- Does NOT make architecture decisions (routes to Carlos) + +## Testing Standards + +- **Framework:** unittest (NOT pytest) +- **File location:** `tests/indicators/test_{indicator_name}.py` +- **Test data:** Use `_make_ohlcv()` helper to generate realistic random OHLCV data with numpy seed for reproducibility +- **Required test categories:** + 1. Returns correct DataFrame type (pandas and polars) + 2. All expected output columns are present + 3. Row count unchanged + 4. Output values in expected ranges (trend: {-1, 0, 1}, binary: {0, 1}) + 5. Custom column names work + 6. Different parameters produce different output + 7. Invalid input raises exception + 8. Small DataFrame doesn't crash + 9. Signal function consistency + 10. Stats function returns expected keys with valid types + +## Review Authority + +- Reviews test coverage of new indicator implementations +- Can reject implementations with insufficient testability diff --git a/.squad/agents/chaosagent/history.md b/.squad/agents/chaosagent/history.md new file mode 100644 index 00000000..8ffafbd2 --- /dev/null +++ b/.squad/agents/chaosagent/history.md @@ -0,0 +1,17 @@ +# ChaosAgent — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Testing framework:** unittest +- **Test location:** `tests/indicators/test_{indicator_name}.py` +- **Test data pattern:** `_make_ohlcv(n=200, seed=42)` generates reproducible OHLCV data + +## Learnings + +- Team formed 2026-02-27. +- Tests use `unittest.TestCase` with `setUp` creating shared test DataFrames. +- Each test file tests three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()`. +- Polars tests convert pandas→polars and verify the result type. +- Virtual environment at `.venv/` — run tests with `.venv/bin/python -m unittest`. diff --git a/.squad/agents/devmeister3000/charter.md b/.squad/agents/devmeister3000/charter.md new file mode 100644 index 00000000..8d4c84ac --- /dev/null +++ b/.squad/agents/devmeister3000/charter.md @@ -0,0 +1,40 @@ +# DevMeister3000 — Core Dev + +## Identity + +- **Name:** DevMeister3000 +- **Role:** Core Developer +- **Emoji:** 🔧 + +## Scope + +- Implementing new financial technical analysis indicators +- Porting indicators from PineScript (e.g., LuxAlgo) to Python/numpy +- Writing core computation functions using numpy arrays +- Ensuring both pandas and polars DataFrame compatibility +- Registering new indicators in `__init__.py` files + +## Boundaries + +- Does NOT make architecture decisions unilaterally (consults Carlos) +- Does NOT write test files (routes to ChaosAgent) +- Does NOT write documentation pages (routes to Doc Vader) + +## Technical Notes + +- **Pattern:** Each indicator module contains: + - Internal helpers (prefixed with `_`) + - A `_indicator_pandas()` core computation function + - Three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()` +- **DataFrame handling:** Accept Union[PdDataFrame, PlDataFrame], convert polars→pandas for computation, convert back +- **No external deps:** Use only numpy for computation (already a transitive dep of pandas) +- **Registration:** Add imports to `pyindicators/indicators/__init__.py` AND `pyindicators/__init__.py`, update both `__all__` lists +- **Column naming:** Use lowercase prefix (e.g., `tbn_trend_long`, `mcs_p1`) +- **Error handling:** Raise `PyIndicatorException` for invalid inputs + +## Key Files + +- `pyindicators/indicators/` — all indicator modules +- `pyindicators/indicators/__init__.py` — indicator registry +- `pyindicators/__init__.py` — top-level exports +- `pyindicators/exceptions.py` — exception classes diff --git a/.squad/agents/devmeister3000/history.md b/.squad/agents/devmeister3000/history.md new file mode 100644 index 00000000..51cc53f9 --- /dev/null +++ b/.squad/agents/devmeister3000/history.md @@ -0,0 +1,23 @@ +# DevMeister3000 — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Stack:** Python 3.12+, pandas, polars, numpy, unittest +- **Indicator pattern:** `indicator()` → `indicator_signal()` → `get_indicator_stats()`, all support pandas + polars +- **Current indicators:** ~50+ including EMA, SMA, RSI, MACD, Supertrend, Bollinger Bands, Fair Value Gap, Order Blocks, Market Structure, Swing Structure, Trendline Breakout Navigator, and many more + +## Learnings + +- Team formed 2026-02-27. +- Existing indicators follow a consistent pattern: internal `_compute_pandas()` function, public API with Union[PdDataFrame, PlDataFrame] type hints. +- Polars support is done by converting to pandas, computing, and converting back. +- Pivot detection uses left/right bar confirmation pattern (see `swing_structure.py`, `trendline_breakout_navigator.py`). +- **2026-02-27 — Flake8 cleanup (14 warnings):** Fixed F841, F401, E741, E127 across 8 files. Key patterns found: + - Several indicators compute intermediate variables for debugging/clarity that are never used (e.g., `y1_plus_slope` in trendline_breakout_navigator, `atr_vals` in z_score_predictive_zones). + - Three indicator modules used ambiguous variable `l` for low arrays — renamed to `low` in opening_gap.py, strong_weak_high_low.py, volume_imbalance.py. Other modules (like the older ones) used different patterns already. + - `accumulation_distribution_zones` functions were imported in `pyindicators/__init__.py` but missing from `__all__` — added them. This was likely an oversight when the indicator was registered. + - `Optional` was imported but unused in range_intelligence.py (the module uses `Union` instead). + - Pre-existing test failures exist in `test_market_structure` (CHoCH/BOS) — 9 errors unrelated to this work.- **2026-02-27 — TBN analysis notebook (Issue #3):** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's chart plan and the VWT notebook pattern. 3-row layout: candlestick + trendlines + markers (row 1, 70%), composite trend bar chart (row 2, 15%), volume bars (row 3, 15%). Outputs HTML, PNG to `static/images/indicators/` and `docs/static/img/indicators/`. `analysis/indicators/` directory is gitignored — used `git add -f` to commit. Stats block prints all 16 keys from `get_trendline_breakout_navigator_stats()`. +- **2026-02-28 — TBN dark theme chart overhaul (Issue #3):** Rewrote chart styling from light to dark theme (#131722 background, matching TradingView aesthetic). Key changes: (1) bright green `#00e676` / red `#ff5252` trendlines for contrast against dark background; (2) white-outlined markers (HH triangles, LL triangles, wick diamonds) for visibility; (3) increased chart height to 1000px + width 1400px; (4) Consolas monospace font; (5) subtle grid lines `rgba(255,255,255,0.06)` and muted neutral bars `#363a45` for zero-trend periods; (6) composite trend + volume bars at higher opacity for dark readability. Outputs regenerated to all three paths (HTML + 2× PNG). \ No newline at end of file diff --git a/.squad/agents/doc-vader/charter.md b/.squad/agents/doc-vader/charter.md new file mode 100644 index 00000000..a76f4bef --- /dev/null +++ b/.squad/agents/doc-vader/charter.md @@ -0,0 +1,45 @@ +# Doc Vader — DevRel + +## Identity + +- **Name:** Doc Vader +- **Role:** DevRel / Technical Writer +- **Emoji:** 📝 + +## Scope + +- Writing and maintaining Docusaurus documentation +- Creating indicator documentation pages in `docs/content/indicators/` +- Writing usage examples and tutorials +- Maintaining the installation guide +- Updating README.md with new indicators + +## Boundaries + +- Does NOT implement indicators (routes to DevMeister3000) +- Does NOT write tests (routes to ChaosAgent) +- Does NOT make architecture decisions (routes to Carlos) + +## Documentation Standards + +- **Framework:** Docusaurus +- **Content location:** `docs/content/indicators/` +- **Config:** `docs/docusaurus.config.js` +- **Sidebars:** `docs/sidebars.js` +- **Format:** Markdown with code examples +- **Each indicator doc should include:** + 1. Description of what the indicator does + 2. Parameters table with defaults + 3. Output columns table + 4. Python usage example + 5. Signal interpretation guide + +## Key Files + +- `docs/content/` — documentation markdown files +- `docs/content/indicators/` — individual indicator docs +- `docs/content/installation.md` — installation guide +- `docs/content/introduction.md` — getting started +- `docs/docusaurus.config.js` — site configuration +- `docs/sidebars.js` — navigation structure +- `README.md` — project README diff --git a/.squad/agents/doc-vader/history.md b/.squad/agents/doc-vader/history.md new file mode 100644 index 00000000..f3614992 --- /dev/null +++ b/.squad/agents/doc-vader/history.md @@ -0,0 +1,18 @@ +# Doc Vader — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Docs framework:** Docusaurus +- **Docs location:** `docs/content/indicators/` for indicator pages +- **Site config:** `docs/docusaurus.config.js` + +## Learnings + +- Team formed 2026-02-27. +- Documentation site is at `docs/` with standard Docusaurus structure. +- Indicator docs live in `docs/content/indicators/`. +- Analysis notebooks in `analysis/indicators/` serve as visual examples. +- Chart images in docs use UPPER_SNAKE_CASE alt text and path `/img/indicators/.png`, placed immediately after the Example code block's closing fence. +- Added TBN chart image reference to `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` (Issue #3).- Verified TBN docs page after chart improvement (Issue #3, 2026-02-28): image ref `![TRENDLINE_BREAKOUT_NAVIGATOR](/img/indicators/trendline_breakout_navigator.png)` correct, PNG exists at both `docs/static/img/indicators/` and `static/images/indicators/` (227 966 bytes), function signatures/params/return columns/signal logic/stats keys all match source. No changes needed. \ No newline at end of file diff --git a/.squad/agents/scribe/charter.md b/.squad/agents/scribe/charter.md new file mode 100644 index 00000000..d3e8c517 --- /dev/null +++ b/.squad/agents/scribe/charter.md @@ -0,0 +1,34 @@ +# Scribe — Charter + +## Identity + +- **Name:** Scribe +- **Role:** Session Logger / Memory Manager +- **Emoji:** 📋 + +## Scope + +- Maintaining `decisions.md` — merging inbox entries, deduplicating +- Writing orchestration log entries to `.squad/orchestration-log/` +- Writing session logs to `.squad/log/` +- Cross-agent context sharing via history.md updates +- Archiving old decisions when file exceeds ~20KB +- Summarizing history.md files when they exceed ~12KB +- Git committing `.squad/` changes + +## Boundaries + +- Never speaks to the user +- Never modifies code or test files +- Only writes to `.squad/` state files + +## Process + +1. Receive spawn manifest from coordinator +2. Write orchestration log entries (one per agent) +3. Write session log entry +4. Merge decision inbox files into `decisions.md`, delete inbox files +5. Update affected agents' `history.md` with cross-agent learnings +6. Archive decisions if file too large +7. Summarize histories if too large +8. Git add + commit `.squad/` changes diff --git a/.squad/agents/scribe/history.md b/.squad/agents/scribe/history.md new file mode 100644 index 00000000..e4042262 --- /dev/null +++ b/.squad/agents/scribe/history.md @@ -0,0 +1,11 @@ +# Scribe — History + +## Project Context + +- **Project:** PyIndicators — Python library for financial technical analysis +- **Owner:** marcvanduyn +- **Team root:** /Users/marcvanduyn/Projects/CodingKitties/PyIndicators + +## Learnings + +- Team formed 2026-02-27. diff --git a/.squad/casting/history.json b/.squad/casting/history.json new file mode 100644 index 00000000..ec619a00 --- /dev/null +++ b/.squad/casting/history.json @@ -0,0 +1,13 @@ +[ + { + "assignment_id": "pyindicators-001", + "universe": "oceans-eleven", + "created_at": "2026-02-27T13:50:00Z", + "agents": [ + {"name": "Carlos", "role": "Lead", "user_override": true}, + {"name": "DevMeister3000", "role": "Core Dev", "user_override": true}, + {"name": "ChaosAgent", "role": "Tester", "user_override": true}, + {"name": "Doc Vader", "role": "DevRel", "user_override": true} + ] + } +] diff --git a/.squad/casting/policy.json b/.squad/casting/policy.json new file mode 100644 index 00000000..77b236bf --- /dev/null +++ b/.squad/casting/policy.json @@ -0,0 +1,5 @@ +{ + "universes": ["oceans-eleven"], + "max_per_universe": 8, + "allow_user_overrides": true +} diff --git a/.squad/casting/registry.json b/.squad/casting/registry.json new file mode 100644 index 00000000..ded3b37b --- /dev/null +++ b/.squad/casting/registry.json @@ -0,0 +1,42 @@ +[ + { + "persistent_name": "Carlos", + "universe": "oceans-eleven", + "role": "Lead", + "folder": "carlos", + "created_at": "2026-02-27T13:50:00Z", + "legacy_named": false, + "user_override": true, + "status": "active" + }, + { + "persistent_name": "DevMeister3000", + "universe": "oceans-eleven", + "role": "Core Dev", + "folder": "devmeister3000", + "created_at": "2026-02-27T13:50:00Z", + "legacy_named": false, + "user_override": true, + "status": "active" + }, + { + "persistent_name": "ChaosAgent", + "universe": "oceans-eleven", + "role": "Tester", + "folder": "chaosagent", + "created_at": "2026-02-27T13:50:00Z", + "legacy_named": false, + "user_override": true, + "status": "active" + }, + { + "persistent_name": "Doc Vader", + "universe": "oceans-eleven", + "role": "DevRel", + "folder": "doc-vader", + "created_at": "2026-02-27T13:50:00Z", + "legacy_named": false, + "user_override": true, + "status": "active" + } +] diff --git a/.squad/ceremonies.md b/.squad/ceremonies.md new file mode 100644 index 00000000..45b4a581 --- /dev/null +++ b/.squad/ceremonies.md @@ -0,0 +1,41 @@ +# Ceremonies + +> Team meetings that happen before or after work. Each squad configures their own. + +## Design Review + +| Field | Value | +|-------|-------| +| **Trigger** | auto | +| **When** | before | +| **Condition** | multi-agent task involving 2+ agents modifying shared systems | +| **Facilitator** | lead | +| **Participants** | all-relevant | +| **Time budget** | focused | +| **Enabled** | ✅ yes | + +**Agenda:** +1. Review the task and requirements +2. Agree on interfaces and contracts between components +3. Identify risks and edge cases +4. Assign action items + +--- + +## Retrospective + +| Field | Value | +|-------|-------| +| **Trigger** | auto | +| **When** | after | +| **Condition** | build failure, test failure, or reviewer rejection | +| **Facilitator** | lead | +| **Participants** | all-involved | +| **Time budget** | focused | +| **Enabled** | ✅ yes | + +**Agenda:** +1. What happened? (facts only) +2. Root cause analysis +3. What should change? +4. Action items for next iteration diff --git a/.squad/decisions.md b/.squad/decisions.md new file mode 100644 index 00000000..34e5cd20 --- /dev/null +++ b/.squad/decisions.md @@ -0,0 +1,55 @@ +# Decisions + +> Canonical decision ledger. Append-only. Managed by Scribe. + +--- + +### 2026-02-27T13:50:00Z: Team formed +**By:** Squad (Coordinator) +**What:** Initial team cast for PyIndicators project — Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). +**Why:** User confirmed roster. + +--- + +### 2026-02-27: PRD Decomposition Approach +**By:** Carlos (Lead) +**What:** Decomposed the PRD (v0.19.0) into 70 specific, actionable work items across 5 phases and wrote them to `.squad/work-items.md`. +**Why:** Ensures the team has a clear, granular backlog with no ambiguity about what needs doing, who does it, and in what order. Priority ordering: tests (P0) → docs (P1) → README (P0/P1/P2) → notebooks (P3) → new features (P2/P3). Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. + +--- + +### 2026-02-27: Added @copilot as Coding Agent +**By:** Marc (via Squad Coordinator) +**What:** Added GitHub Copilot coding agent (@copilot) to the team roster with auto-assign enabled. Capability profile added to team.md with 🟢/🟡/🔴 fit ratings. Instructions installed at `.github/copilot-instructions.md`. Routing updated so Carlos triages issues against the capability profile before assigning `squad:copilot` labels. +**Why:** User requested autonomous issue pickup for suitable tasks. Enables @copilot to pick up 🟢-rated issues without human intervention. + +--- + +### 2026-02-27: Flake8 Cleanup — Variable Naming & Export Conventions +**By:** DevMeister3000 (Core Dev) +**What:** Fixed 14 flake8 warnings (F841, F401, E741, E127) across 8 files. Renamed ambiguous `l` → `low`, added missing `__all__` entries for `accumulation_distribution_zones`, removed unused intermediate variables. +**Why:** Zero flake8 warnings for selected rules. Established conventions: use `high`/`low` for array variables; always add new functions to both `__all__` lists during registration. + +--- + +### 2026-02-27: TBN Chart Plan — Architecture Decision +**By:** Carlos (Lead) +**Issue:** #3 — Improve Trendline Breakout Navigator +**What:** Defined chart layout (3-row: price+trendlines 70%, composite trend 15%, volume 15%), 12 traces, data requirements (BTC/EUR 4h ~365d), and output paths for TBN analysis notebook and docs chart. +**Why:** TBN docs page had no chart image. Plan gives DevMeister3000 an unambiguous implementation spec. Key decisions: trendline values plotted on price chart color-coded by direction, HH/LL/wick markers overlaid, composite trend background shading green/red. + +--- + +### 2026-02-27: TBN Chart Notebook Implementation +**By:** DevMeister3000 (Core Dev) +**Issue:** #3 +**What:** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's spec. PNG output to both `static/images/indicators/` and `docs/static/img/indicators/`. Used `git add -f` for gitignored analysis directory. Composite trend Y-axis hardcoded `[-3.5, 3.5]`. +**Why:** Implements the chart plan. Dual PNG output lets Doc Vader reference the docs copy directly without extra steps. + +--- + +### 2026-02-28T12:00:00Z: TBN Chart Dark Theme Overhaul +**By:** DevMeister3000 (Core Dev) +**Issue:** #3 +**What:** Switched TBN analysis notebook chart from light theme to professional dark theme (#131722 background). Updated all colors, opacities, markers, grid lines, and fonts for dark-background readability. Chart dimensions increased to 1000×1400px. +**Why:** Existing light-themed chart was flagged as wrong/ugly. Dark themes are standard in financial charting tools and provide better contrast for overlaid trendlines and markers. Establishes precedent: future indicator analysis notebooks should use this dark theme palette for visual consistency. diff --git a/.squad/decisions/inbox/.gitkeep b/.squad/decisions/inbox/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/identity/.gitkeep b/.squad/identity/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/identity/now.md b/.squad/identity/now.md new file mode 100644 index 00000000..30c8903b --- /dev/null +++ b/.squad/identity/now.md @@ -0,0 +1,9 @@ +--- +updated_at: 2026-02-25T11:57:08.045Z +focus_area: Initial setup +active_issues: [] +--- + +# What We're Focused On + +Getting started. Updated by coordinator at session start. diff --git a/.squad/identity/wisdom.md b/.squad/identity/wisdom.md new file mode 100644 index 00000000..c40c8ced --- /dev/null +++ b/.squad/identity/wisdom.md @@ -0,0 +1,15 @@ +--- +last_updated: 2026-02-25T11:57:08.046Z +--- + +# Team Wisdom + +Reusable patterns and heuristics learned through work. NOT transcripts — each entry is a distilled, actionable insight. + +## Patterns + + + +## Anti-Patterns + + diff --git a/.squad/routing.md b/.squad/routing.md new file mode 100644 index 00000000..214d0d82 --- /dev/null +++ b/.squad/routing.md @@ -0,0 +1,40 @@ +# Routing Rules + +## Default Routes + +| Domain | Primary | Backup | +|--------|---------|--------| +| Architecture, design decisions, code review | Carlos | — | +| Indicator implementation, Python code, porting PineScript | DevMeister3000 | Carlos | +| Tests, edge cases, quality assurance, unittest | ChaosAgent | DevMeister3000 | +| Documentation, Docusaurus, examples, README | Doc Vader | Carlos | +| Session logging, decisions, memory | Scribe | — | +| Work queue, backlog, monitoring | Ralph | — | + +## Keyword Routes + +| Keywords | Route to | +|----------|----------| +| indicator, implement, port, pine, pinescript, algorithm, ema, sma, rsi, macd, pivot, swing, trendline, breakout | DevMeister3000 | +| test, unittest, assert, edge case, coverage, quality | ChaosAgent | +| docs, documentation, docusaurus, markdown, guide, example, tutorial, installation | Doc Vader | +| architecture, design, pattern, refactor, api, structure, review, approve | Carlos | +| backlog, issues, status, board, queue, monitor | Ralph | +| autonomous, copilot, simple fix, single-file, boilerplate | @copilot | + +## Copilot Agent Routing + +When triaging issues, Carlos evaluates against the capability profile in `team.md`: +- **🟢 issues** with `squad:copilot` label → @copilot picks up autonomously +- **🟡 issues** → @copilot works, but PR needs squad review before merge +- **🔴 issues** → route to appropriate squad agent instead + +## Multi-Domain + +When a task spans multiple domains (e.g., "add indicator with tests and docs"), fan out to all relevant agents in parallel. + +## Review Gate + +- Carlos reviews architecture decisions and API changes. +- ChaosAgent reviews all new indicator implementations (test coverage). +- Doc Vader reviews documentation accuracy. diff --git a/.squad/skills/.gitkeep b/.squad/skills/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/skills/squad-conventions/SKILL.md b/.squad/skills/squad-conventions/SKILL.md new file mode 100644 index 00000000..72eca68e --- /dev/null +++ b/.squad/skills/squad-conventions/SKILL.md @@ -0,0 +1,69 @@ +--- +name: "squad-conventions" +description: "Core conventions and patterns used in the Squad codebase" +domain: "project-conventions" +confidence: "high" +source: "manual" +--- + +## Context +These conventions apply to all work on the Squad CLI tool (`create-squad`). Squad is a zero-dependency Node.js package that adds AI agent teams to any project. Understanding these patterns is essential before modifying any Squad source code. + +## Patterns + +### Zero Dependencies +Squad has zero runtime dependencies. Everything uses Node.js built-ins (`fs`, `path`, `os`, `child_process`). Do not add packages to `dependencies` in `package.json`. This is a hard constraint, not a preference. + +### Node.js Built-in Test Runner +Tests use `node:test` and `node:assert/strict` — no test frameworks. Run with `npm test`. Test files live in `test/`. The test command is `node --test test/`. + +### Error Handling — `fatal()` Pattern +All user-facing errors use the `fatal(msg)` function which prints a red `✗` prefix and exits with code 1. Never throw unhandled exceptions or print raw stack traces. The global `uncaughtException` handler calls `fatal()` as a safety net. + +### ANSI Color Constants +Colors are defined as constants at the top of `index.js`: `GREEN`, `RED`, `DIM`, `BOLD`, `RESET`. Use these constants — do not inline ANSI escape codes. + +### File Structure +- `.squad/` — Team state (user-owned, never overwritten by upgrades) +- `.squad/templates/` — Template files copied from `templates/` (Squad-owned, overwritten on upgrade) +- `.github/agents/squad.agent.md` — Coordinator prompt (Squad-owned, overwritten on upgrade) +- `templates/` — Source templates shipped with the npm package +- `.squad/skills/` — Team skills in SKILL.md format (user-owned) +- `.squad/decisions/inbox/` — Drop-box for parallel decision writes + +### Windows Compatibility +Always use `path.join()` for file paths — never hardcode `/` or `\` separators. Squad must work on Windows, macOS, and Linux. All tests must pass on all platforms. + +### Init Idempotency +The init flow uses a skip-if-exists pattern: if a file or directory already exists, skip it and report "already exists." Never overwrite user state during init. The upgrade flow overwrites only Squad-owned files. + +### Copy Pattern +`copyRecursive(src, target)` handles both files and directories. It creates parent directories with `{ recursive: true }` and uses `fs.copyFileSync` for files. + +## Examples + +```javascript +// Error handling +function fatal(msg) { + console.error(`${RED}✗${RESET} ${msg}`); + process.exit(1); +} + +// File path construction (Windows-safe) +const agentDest = path.join(dest, '.github', 'agents', 'squad.agent.md'); + +// Skip-if-exists pattern +if (!fs.existsSync(ceremoniesDest)) { + fs.copyFileSync(ceremoniesSrc, ceremoniesDest); + console.log(`${GREEN}✓${RESET} .squad/ceremonies.md`); +} else { + console.log(`${DIM}ceremonies.md already exists — skipping${RESET}`); +} +``` + +## Anti-Patterns +- **Adding npm dependencies** — Squad is zero-dep. Use Node.js built-ins only. +- **Hardcoded path separators** — Never use `/` or `\` directly. Always `path.join()`. +- **Overwriting user state on init** — Init skips existing files. Only upgrade overwrites Squad-owned files. +- **Raw stack traces** — All errors go through `fatal()`. Users see clean messages, not stack traces. +- **Inline ANSI codes** — Use the color constants (`GREEN`, `RED`, `DIM`, `BOLD`, `RESET`). diff --git a/.squad/team.md b/.squad/team.md new file mode 100644 index 00000000..d021701d --- /dev/null +++ b/.squad/team.md @@ -0,0 +1,60 @@ +# PyIndicators — Squad Team + +## Project Context + +- **Project:** PyIndicators +- **Owner:** marcvanduyn +- **Description:** A powerful and user-friendly Python library for financial technical analysis indicators, metrics and helper functions for pandas and polars dataframes. Written entirely in Python with no external dependencies. +- **Stack:** Python, pandas, polars, Docusaurus (docs) +- **Repo:** CodingKitties/PyIndicators + +## Members + +| Name | Role | Specialty | Emoji | +|------|------|-----------|-------| +| Marc | Owner / PM | Project owner, direction, final say | 👤 Human | +| Carlos | Lead | Architecture, code review, decisions | 🏗️ | +| DevMeister3000 | Core Dev | Indicator implementations, Python | 🔧 | +| ChaosAgent | Tester | Tests, quality, edge cases | 🧪 | +| Doc Vader | DevRel | Docusaurus docs, examples, guides | 📝 | +| @copilot | Coding Agent | Autonomous issue pickup, PRs | 🤖 | +| Scribe | (silent) | Memory, decisions, session logs | 📋 | +| Ralph | (monitor) | Work queue, backlog, keep-alive | 🔄 | + + + +## Issue Source + +- **Repository:** `coding-kitties/PyIndicators` +- **Connected:** 2026-02-27 +- **Filters:** All open issues + +## PRD + +- **Source:** `/Users/marcvanduyn/Projects/CodingKitties/PyIndicators/PRD.md` +- **Ingested:** 2026-02-27 +- **Status:** Decomposed → 70 work items in `.squad/work-items.md` + +## Coding Agent — Capabilities + +| Task Type | Fit | Notes | +|-----------|-----|-------| +| Single-file indicator implementation | 🟢 | Follows established pattern | +| Writing unittest test suites | 🟢 | Straightforward from existing examples | +| Single-file bug fixes | 🟢 | Scoped, low risk | +| Documentation pages (Docusaurus md) | 🟢 | Template-driven | +| README updates | 🟢 | Text edits | +| Multi-file refactors | 🟡 | Needs squad review | +| New indicator with complex math (porting PineScript) | 🟡 | Logic correctness needs review | +| Architecture changes (new module structure) | 🔴 | Requires Carlos (Lead) decision | +| Docusaurus config / sidebar changes | 🔴 | Risk of breaking docs build | +| Release management / versioning | 🔴 | Needs human approval | + +## Tech Stack + +- **Language:** Python 3.12+ +- **DataFrame support:** pandas, polars +- **Testing:** unittest +- **Documentation:** Docusaurus +- **Build:** pyproject.toml +- **No external dependencies** for core library diff --git a/.squad/templates/.gitkeep b/.squad/templates/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/.squad/templates/improve-chart-issue.yml b/.squad/templates/improve-chart-issue.yml new file mode 100644 index 00000000..bc9bcc7c --- /dev/null +++ b/.squad/templates/improve-chart-issue.yml @@ -0,0 +1,115 @@ +name: "📊 Improve Documentation Chart" +description: "Request an improved or new chart for an indicator's documentation page" +title: "[Chart] " +labels: ["squad", "docs", "chart"] +body: + - type: markdown + attributes: + value: | + ## Documentation Chart Improvement + Use this template to request a new or improved chart for an indicator's documentation page. + **Include reference screenshots** showing what the chart should look like. + + - type: input + id: indicator-name + attributes: + label: Indicator Name + description: "Which indicator's documentation needs a chart update?" + placeholder: "e.g., SuperTrend, RSI, Trendline Breakout Navigator" + validations: + required: true + + - type: input + id: docs-page + attributes: + label: Current Docs Page + description: "Path to the existing docs page (if it exists)" + placeholder: "e.g., docs/content/indicators/trend/supertrend.md" + validations: + required: false + + - type: dropdown + id: chart-type + attributes: + label: What needs to happen? + options: + - Add a new chart (no chart exists yet) + - Replace existing chart (current one is wrong or ugly) + - Add additional chart (show a different view or timeframe) + - Fix chart rendering issue + validations: + required: true + + - type: textarea + id: reference-chart + attributes: + label: Reference Chart(s) + description: | + **Paste or drag & drop screenshots** of what the chart should look like. + Include charts from TradingView, other platforms, or hand-drawn sketches — anything that shows the desired result. + placeholder: "Drag and drop images here..." + validations: + required: true + + - type: textarea + id: chart-description + attributes: + label: Chart Description + description: | + **Describe the chart in detail** — agents may not always be able to see images. + Include: what data is shown, what the indicator lines/zones look like, colors, key visual features. + placeholder: | + - Chart type: Candlestick with overlay + - Indicator display: Two bands (upper green, lower red) with fill between them + - Signals: Triangle markers at crossover points + - Timeframe shown: 6 months of daily data + - The chart should clearly show a trend reversal around the middle + - ... + validations: + required: true + + - type: textarea + id: data-source + attributes: + label: Data Source + description: "What data should the chart use?" + placeholder: | + - Asset: BTC/USD + - Timeframe: Daily + - Date range: 2024-01-01 to 2024-12-31 + - Or: use existing test data from resources/data/ + validations: + required: false + + - type: textarea + id: chart-requirements + attributes: + label: Chart Requirements + description: "Any specific requirements for the chart?" + placeholder: | + - Library: plotly (for interactive) or matplotlib (for static) + - Include: buy/sell signal annotations + - Color scheme: green for bullish, red for bearish + - Export as: static image for docs + interactive HTML + validations: + required: false + + - type: checkboxes + id: deliverables + attributes: + label: Deliverables + description: "What needs to be delivered?" + options: + - label: "Static chart image for docs page (PNG/SVG in `static/images/`)" + - label: "Update docs page to include the chart" + - label: "Analysis notebook with interactive plotly chart" + - label: "HTML export of interactive chart" + + - type: textarea + id: additional-context + attributes: + label: Additional Context + description: "Anything else? What's wrong with the current chart? Specific style preferences?" + placeholder: "Optional additional context..." + validations: + required: false diff --git a/.squad/templates/new-indicator-issue.md b/.squad/templates/new-indicator-issue.md new file mode 100644 index 00000000..4af0b525 --- /dev/null +++ b/.squad/templates/new-indicator-issue.md @@ -0,0 +1,60 @@ +## New Indicator Request + +### Indicator Name + + + +### Category + + + +### Description + + + +### Reference Chart(s) + + + + +### Chart Description + + + +- **Timeframe:** +- **Asset:** +- **What's shown:** + + +### Parameters + + +| Parameter | Type | Default | Description | +|-----------|------|---------|-------------| +| `period` | int | 14 | Lookback period | +| `source_column` | str | 'Close' | Source column | + + +### Source / Reference + + + +### Expected Output Columns + + +- `indicator_value`: +- `indicator_signal`: + + +### Deliverables Checklist + +- [ ] Implementation in `pyindicators/indicators/` (pandas + polars support) +- [ ] Exports in `__init__.py` and `__all__` +- [ ] Unit tests in `tests/indicators/` (pandas, polars, edge cases) +- [ ] Documentation page in `docs/content/indicators/` with chart image +- [ ] Sidebar registration in `docs/sidebars.js` +- [ ] Entry in README.md features list +- [ ] Analysis notebook in `analysis/indicators/` with plotly chart + +### Additional Context + diff --git a/.squad/templates/new-indicator-issue.yml b/.squad/templates/new-indicator-issue.yml new file mode 100644 index 00000000..f03a0b39 --- /dev/null +++ b/.squad/templates/new-indicator-issue.yml @@ -0,0 +1,140 @@ +name: "🔧 New Indicator" +description: "Request a new technical indicator implementation" +title: "[Indicator] " +labels: ["squad", "indicator"] +body: + - type: markdown + attributes: + value: | + ## New Indicator Request + Use this template to request a new indicator for PyIndicators. + **Include chart screenshots** showing the expected output — the team needs visual references to reproduce the behavior accurately. + + - type: input + id: indicator-name + attributes: + label: Indicator Name + description: "The name of the indicator (e.g., Parabolic SAR, Ichimoku Cloud)" + placeholder: "e.g., VWAP (Volume Weighted Average Price)" + validations: + required: true + + - type: dropdown + id: category + attributes: + label: Category + description: "Which category does this indicator belong to?" + options: + - Trend + - Momentum + - Volatility + - Support & Resistance + - Pattern Recognition + - Volume + - Helpers / Utilities + validations: + required: true + + - type: textarea + id: description + attributes: + label: Description + description: "What does this indicator do? How is it used in trading?" + placeholder: "Describe the indicator's purpose, what it measures, and typical use cases..." + validations: + required: true + + - type: textarea + id: reference-chart + attributes: + label: Reference Chart(s) + description: | + **Paste or drag & drop chart screenshots** showing the expected indicator output. + Include charts from TradingView, PineScript, or any other platform. + The more visual references, the better — these are used to verify the implementation. + placeholder: "Drag and drop images here, or paste image URLs..." + validations: + required: true + + - type: textarea + id: chart-description + attributes: + label: Chart Description + description: | + **Describe what the chart(s) show** — agents may not always be able to see images. + Include: timeframe, asset, what lines/zones/signals are visible, colors, behavior at key points. + placeholder: | + - Timeframe: Daily + - Asset: BTC/USD + - The indicator shows a green line above price during downtrends and red line below during uptrends + - Signals are marked with triangles at crossover points + - ... + validations: + required: true + + - type: textarea + id: parameters + attributes: + label: Parameters + description: "List the indicator's parameters with types and defaults" + placeholder: | + - `period` (int, default=14): Lookback period + - `multiplier` (float, default=2.0): ATR multiplier + - `source` (str, default='Close'): Source column + value: | + - `period` (int, default=14): + - `source_column` (str, default='Close'): + validations: + required: false + + - type: textarea + id: source-reference + attributes: + label: Source / Reference + description: "Link to PineScript source, academic paper, or reference implementation" + placeholder: "e.g., https://www.tradingview.com/script/... or a PineScript code block" + validations: + required: false + + - type: textarea + id: output-columns + attributes: + label: Expected Output Columns + description: "What columns should the indicator add to the DataFrame?" + placeholder: | + - `indicator_value`: Main indicator line + - `indicator_signal`: Buy/sell signal (1, -1, 0) + - `indicator_upper`: Upper band + - `indicator_lower`: Lower band + validations: + required: false + + - type: checkboxes + id: deliverables + attributes: + label: Deliverables Checklist + description: "A complete indicator requires ALL of the following. The squad will handle each." + options: + - label: "Implementation in `pyindicators/indicators/` (pandas + polars support)" + required: true + - label: "Exports in `__init__.py` and `__all__`" + required: true + - label: "Unit tests in `tests/indicators/` (pandas, polars, edge cases)" + required: true + - label: "Documentation page in `docs/content/indicators/` with chart image" + required: true + - label: "Sidebar registration in `docs/sidebars.js`" + required: true + - label: "Entry in README.md features list" + required: true + - label: "Analysis notebook in `analysis/indicators/` with plotly chart" + required: true + + - type: textarea + id: additional-context + attributes: + label: Additional Context + description: "Anything else? Special edge cases, related indicators, priority notes..." + placeholder: "Optional additional context..." + validations: + required: false diff --git a/.squad/work-items.md b/.squad/work-items.md new file mode 100644 index 00000000..c87dc619 --- /dev/null +++ b/.squad/work-items.md @@ -0,0 +1,138 @@ +# PyIndicators — Work Items Decomposition + +> Decomposed from [PRD.md](../PRD.md) by Carlos (Lead) on 2026-02-27. + +## Summary + +| Phase | Total Items | P0 | P1 | P2 | P3 | +|-------|-------------|----|----|----|----| +| Phase 1 — Test Coverage | 14 | 8 | 3 | 3 | 0 | +| Phase 2 — Documentation | 11 | 0 | 9 | 2 | 0 | +| Phase 3 — README & Onboarding | 5 | 1 | 2 | 2 | 0 | +| Phase 4 — Analysis Notebooks | 29 | 0 | 0 | 0 | 29 | +| Phase 5 — New Indicators | 11 | 0 | 0 | 5 | 6 | +| **Total** | **70** | **9** | **14** | **12** | **35** | + +--- + +## Phase 1 — Test Coverage (Critical) + +Every indicator must have tests covering Pandas input/output, Polars input/output, and edge cases. + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 1.01 | Write tests for `average_true_range.py` (ATR) | ChaosAgent | P0 | None | S | Classic volatility indicator, simple I/O | +| 1.02 | Write tests for `commodity_channel_index.py` (CCI) | ChaosAgent | P0 | None | S | Classic momentum indicator | +| 1.03 | Write tests for `rate_of_change.py` (ROC) | ChaosAgent | P0 | None | S | Classic momentum indicator | +| 1.04 | Write tests for `liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic, needs realistic OHLCV data | +| 1.05 | Write tests for `buyside_sellside_liquidity.py` | ChaosAgent | P0 | None | M | Complex price-action logic | +| 1.06 | Write tests for `pure_price_action_liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic | +| 1.07 | Write tests for `liquidity_pools.py` | ChaosAgent | P0 | None | M | Complex price-action logic | +| 1.08 | Write tests for `liquidity_levels_voids.py` | ChaosAgent | P0 | None | M | Complex price-action logic | +| 1.09 | Write tests for `pulse_mean_accelerator.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | +| 1.10 | Write tests for `equal_highs_lows.py` | ChaosAgent | P1 | None | M | Medium-priority S/R indicator | +| 1.11 | Write tests for `volume_weighted_trend.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | +| 1.12 | Write tests for `is_down_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | +| 1.13 | Write tests for `is_up_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | +| 1.14 | Write tests for `up_and_down_trends.py` | ChaosAgent | P2 | None | S | Simple helper utility | + +--- + +## Phase 2 — Documentation Completeness (High) + +Add missing doc pages and ensure sidebar registration. + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 2.01 | Create doc page for Volume Gated Trend Ribbon | Doc Vader | P1 | None | S | Category: Trend. Follow `docs/content/indicators/trend/` pattern | +| 2.02 | Create doc page for Commodity Channel Index (CCI) | Doc Vader | P1 | None | S | Category: Momentum | +| 2.03 | Create doc page for Rate of Change (ROC) | Doc Vader | P1 | None | S | Category: Momentum | +| 2.04 | Create doc page for Equal Highs / Lows | Doc Vader | P1 | None | S | Category: Support & Resistance | +| 2.05 | Create doc page for Swing Structure | Doc Vader | P1 | None | S | Category: Support & Resistance | +| 2.06 | Create doc page for Trendline Breakout Navigator | Doc Vader | P1 | None | S | Category: Support & Resistance | +| 2.07 | Create doc page for Up and Downtrends | Doc Vader | P1 | None | S | Category: Helpers | +| 2.08 | Register all 7 new doc pages in `docs/sidebars.js` | Doc Vader | P1 | 2.01–2.07 | S | Must update sidebar config | +| 2.09 | Document missing utility functions (`is_below`, `is_above`, `get_slope`, etc.) | Doc Vader | P1 | None | S | Only `has_any_lower_then_threshold` currently documented | +| 2.10 | Update README features list to include all 16 missing indicators | Doc Vader | P2 | None | S | See PRD §4.3 list | +| 2.11 | Fix "no external dependencies" claim in README and `pyproject.toml` | Doc Vader | P2 | None | S | Replace with accurate description | + +--- + +## Phase 3 — README & Onboarding (Medium) + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 3.01 | Fix "no external dependencies" metadata discrepancy | Doc Vader | P0 | None | S | Misleads users; fix in README + pyproject.toml description | +| 3.02 | Add "Quick Start" section with minimal end-to-end example | Doc Vader | P1 | None | S | Show install → import → compute → inspect | +| 3.03 | Restructure README: reduce inline API docs, link to Docusaurus site | Doc Vader | P1 | 2.01–2.09 | M | Depends on docs being complete first | +| 3.04 | Add badges (PyPI version, test status, docs link) | Doc Vader | P2 | None | S | Standard OSS project hygiene | +| 3.05 | Add CONTRIBUTING.md with indicator authoring guide | Doc Vader | P2 | None | M | Guide contributors on patterns from PRD §7 | + +--- + +## Phase 4 — Analysis Notebooks (Low / Nice-to-have) + +All items are P3. No dependencies unless noted. Owner: Doc Vader. Complexity: S each. + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 4.01 | Create notebook for Simple Moving Average (SMA) | Doc Vader | P3 | None | S | Classic trend | +| 4.02 | Create notebook for Weighted Moving Average (WMA) | Doc Vader | P3 | None | S | Classic trend | +| 4.03 | Create notebook for Exponential Moving Average (EMA) | Doc Vader | P3 | None | S | Classic trend | +| 4.04 | Create notebook for SuperTrend | Doc Vader | P3 | None | S | Popular trend indicator | +| 4.05 | Create notebook for Volume Gated Trend Ribbon | Doc Vader | P3 | None | S | | +| 4.06 | Create notebook for MACD | Doc Vader | P3 | None | S | High-value classic | +| 4.07 | Create notebook for RSI | Doc Vader | P3 | None | S | High-value classic | +| 4.08 | Create notebook for Wilders RSI | Doc Vader | P3 | None | S | | +| 4.09 | Create notebook for Williams %R | Doc Vader | P3 | None | S | | +| 4.10 | Create notebook for ADX | Doc Vader | P3 | None | S | | +| 4.11 | Create notebook for Stochastic Oscillator | Doc Vader | P3 | None | S | | +| 4.12 | Create notebook for Momentum Confluence | Doc Vader | P3 | None | S | | +| 4.13 | Create notebook for Commodity Channel Index (CCI) | Doc Vader | P3 | 1.02 | S | Needs working impl + tests first | +| 4.14 | Create notebook for Rate of Change (ROC) | Doc Vader | P3 | 1.03 | S | Needs working impl + tests first | +| 4.15 | Create notebook for Bollinger Bands | Doc Vader | P3 | None | S | High-value classic | +| 4.16 | Create notebook for Average True Range (ATR) | Doc Vader | P3 | 1.01 | S | | +| 4.17 | Create notebook for Moving Average Envelope | Doc Vader | P3 | None | S | | +| 4.18 | Create notebook for Nadaraya-Watson Envelope | Doc Vader | P3 | None | S | | +| 4.19 | Create notebook for Fibonacci Retracement | Doc Vader | P3 | None | S | | +| 4.20 | Create notebook for Golden Zone | Doc Vader | P3 | None | S | | +| 4.21 | Create notebook for Fair Value Gap | Doc Vader | P3 | None | S | | +| 4.22 | Create notebook for Order Blocks | Doc Vader | P3 | None | S | | +| 4.23 | Create notebook for Market Structure | Doc Vader | P3 | None | S | | +| 4.24 | Create notebook for Divergence | Doc Vader | P3 | None | S | | +| 4.25 | Create notebook for Accumulation Distribution Zones | Doc Vader | P3 | None | S | | +| 4.26 | Create notebook for Volume Imbalance | Doc Vader | P3 | None | S | | +| 4.27 | Create notebook for Opening Gap | Doc Vader | P3 | None | S | | +| 4.28 | Create notebook for Strong / Weak High / Low | Doc Vader | P3 | None | S | | +| 4.29 | Create notebook for Trendline Breakout Navigator | Doc Vader | P3 | None | S | | + +--- + +## Phase 5 — New Indicators (Backlog) + +| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | +|----|-------|-------|----------|--------------|------------|-------| +| 5.01 | Implement VWAP (Volume Weighted Average Price) | DevMeister3000 | P2 | Phase 1 done | M | Essential for intraday; high user demand | +| 5.02 | Implement Ichimoku Cloud | DevMeister3000 | P2 | Phase 1 done | L | Commonly requested; multiple output lines | +| 5.03 | Implement Pivot Points (Standard, Camarilla, Woodie) | DevMeister3000 | P2 | Phase 1 done | M | Classic S/R levels | +| 5.04 | Implement Keltner Channels | DevMeister3000 | P2 | 1.01 (ATR tests) | M | Depends on ATR being fully tested | +| 5.05 | Implement Donchian Channels | DevMeister3000 | P2 | Phase 1 done | S | Simple breakout detection | +| 5.06 | Implement Parabolic SAR | DevMeister3000 | P3 | Phase 1 done | M | Trend reversal | +| 5.07 | Implement Heikin-Ashi Candles | DevMeister3000 | P3 | Phase 1 done | S | Trend-smoothing candle type | +| 5.08 | Implement On-Balance Volume (OBV) | DevMeister3000 | P3 | Phase 1 done | S | Volume-based trend confirmation | +| 5.09 | Implement Chaikin Money Flow | DevMeister3000 | P3 | Phase 1 done | S | Volume/momentum hybrid | +| 5.10 | Run type annotations audit across all public APIs | DevMeister3000 | P3 | Phase 1 done | M | Ensure full type hints | +| 5.11 | Create performance benchmark suite (pandas vs polars) | DevMeister3000 | P3 | Phase 1 done | M | Comparative benchmarks | + +--- + +## Execution Order Recommendation + +1. **Immediate (P0):** Items 1.01–1.08 (8 high-priority test gaps) + 3.01 (metadata fix) — these block quality confidence. +2. **Next sprint (P1):** Remaining tests (1.09–1.11) + all doc pages (2.01–2.09) + README quick start (3.02) + README restructure (3.03). +3. **Following sprint (P2):** README features update (2.10–2.11) + badges (3.04) + CONTRIBUTING.md (3.05) + top new indicators (5.01–5.05). +4. **Backlog (P3):** Phase 4 notebooks + remaining Phase 5 indicators + type audit + benchmarks. + +--- + +*Generated by Carlos (Lead) — 2026-02-27* From ac277d289b1f0f7fbcb802dc83441270e6dd8512 Mon Sep 17 00:00:00 2001 From: marcvanduyn Date: Sat, 28 Feb 2026 13:40:03 +0100 Subject: [PATCH 21/21] chore: remove .squad/ from PR tracking (guard fix) --- .squad/agents/carlos/charter.md | 35 ------ .squad/agents/carlos/history.md | 14 --- .squad/agents/chaosagent/charter.md | 43 ------- .squad/agents/chaosagent/history.md | 17 --- .squad/agents/devmeister3000/charter.md | 40 ------- .squad/agents/devmeister3000/history.md | 23 ---- .squad/agents/doc-vader/charter.md | 45 -------- .squad/agents/doc-vader/history.md | 18 --- .squad/agents/scribe/charter.md | 34 ------ .squad/agents/scribe/history.md | 11 -- .squad/casting/history.json | 13 --- .squad/casting/policy.json | 5 - .squad/casting/registry.json | 42 ------- .squad/ceremonies.md | 41 ------- .squad/decisions.md | 55 --------- .squad/decisions/inbox/.gitkeep | 0 .squad/identity/.gitkeep | 0 .squad/identity/now.md | 9 -- .squad/identity/wisdom.md | 15 --- .squad/routing.md | 40 ------- .squad/skills/.gitkeep | 0 .squad/skills/squad-conventions/SKILL.md | 69 ----------- .squad/team.md | 60 ---------- .squad/templates/.gitkeep | 0 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delete mode 100644 .squad/decisions.md delete mode 100644 .squad/decisions/inbox/.gitkeep delete mode 100644 .squad/identity/.gitkeep delete mode 100644 .squad/identity/now.md delete mode 100644 .squad/identity/wisdom.md delete mode 100644 .squad/routing.md delete mode 100644 .squad/skills/.gitkeep delete mode 100644 .squad/skills/squad-conventions/SKILL.md delete mode 100644 .squad/team.md delete mode 100644 .squad/templates/.gitkeep delete mode 100644 .squad/templates/improve-chart-issue.yml delete mode 100644 .squad/templates/new-indicator-issue.md delete mode 100644 .squad/templates/new-indicator-issue.yml delete mode 100644 .squad/work-items.md diff --git a/.squad/agents/carlos/charter.md b/.squad/agents/carlos/charter.md deleted file mode 100644 index 979d61d6..00000000 --- a/.squad/agents/carlos/charter.md +++ /dev/null @@ -1,35 +0,0 @@ -# Carlos — Lead - -## Identity - -- **Name:** Carlos -- **Role:** Lead / Architect -- **Emoji:** 🏗️ - -## Scope - -- Architecture and API design for the PyIndicators library -- Code review for all new indicator implementations -- Ensuring consistent patterns across all indicators -- Making decisions about public API shape and column naming conventions -- Approving or rejecting structural changes - -## Boundaries - -- Does NOT implement indicators directly (routes to DevMeister3000) -- Does NOT write tests (routes to ChaosAgent) -- Does NOT write documentation (routes to Doc Vader) - -## Standards - -- Every indicator must follow the established pattern: `indicator()`, `indicator_signal()`, `get_indicator_stats()` -- Support both pandas and polars DataFrames -- No external dependencies in core library -- Column naming must be consistent (lowercase, underscore-separated prefix) -- All public functions must have comprehensive docstrings - -## Review Authority - -- Approves/rejects architecture decisions -- Reviews API changes and new indicator public interfaces -- Can reassign rejected work to a different agent diff --git a/.squad/agents/carlos/history.md b/.squad/agents/carlos/history.md deleted file mode 100644 index 10aa232b..00000000 --- a/.squad/agents/carlos/history.md +++ /dev/null @@ -1,14 +0,0 @@ -# Carlos — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Stack:** Python 3.12+, pandas, polars, unittest, Docusaurus docs -- **Key patterns:** Each indicator has three public functions (`indicator()`, `indicator_signal()`, `get_indicator_stats()`), supports both pandas/polars, registered in `pyindicators/indicators/__init__.py` and `pyindicators/__init__.py` - -## Learnings - -- Team formed 2026-02-27. Roster: Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). -- 2026-02-27: Decomposed PRD into 70 work items across 5 phases. Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. Phase 1 (test coverage) has 14 items — 8 at P0 targeting the liquidity/price-action cluster and classic indicators (ATR, CCI, ROC). Phase 2 (docs) has 11 items covering 7 missing doc pages + sidebar + utils + README updates. Phase 5 (new indicators) has 11 items, with VWAP, Ichimoku, and Pivot Points as highest priority new features. Priority ordering: tests first to establish quality baseline, then docs, then README polish, then notebooks and new features. -- 2026-02-27: Issue #3 — Produced detailed chart plan for Trendline Breakout Navigator. TBN is a multi-timeframe indicator with 3 trendline timeframes, composite score, HH/LL events, and wick breaks. Chart plan uses 3-row layout (price+trendlines, composite trend, volume). Key insight: need ~365 days of 4h data to get enough long-timeframe pivots. Trendline values (`tbn_value_*`) are the projected prices — these should be drawn as lines on the price chart, colored by the corresponding `tbn_trend_*` direction. Decision written to `.squad/decisions/inbox/carlos-tbn-chart-plan.md`. diff --git a/.squad/agents/chaosagent/charter.md b/.squad/agents/chaosagent/charter.md deleted file mode 100644 index 5ab02ab7..00000000 --- a/.squad/agents/chaosagent/charter.md +++ /dev/null @@ -1,43 +0,0 @@ -# ChaosAgent — Tester - -## Identity - -- **Name:** ChaosAgent -- **Role:** Tester / QA -- **Emoji:** 🧪 - -## Scope - -- Writing comprehensive unittest test suites for all indicators -- Testing both pandas and polars DataFrame inputs -- Edge case testing (small data, NaN values, custom column names) -- Verifying output column shapes, types, and value ranges -- Regression testing when indicators are modified - -## Boundaries - -- Does NOT implement indicators (routes to DevMeister3000) -- Does NOT write documentation (routes to Doc Vader) -- Does NOT make architecture decisions (routes to Carlos) - -## Testing Standards - -- **Framework:** unittest (NOT pytest) -- **File location:** `tests/indicators/test_{indicator_name}.py` -- **Test data:** Use `_make_ohlcv()` helper to generate realistic random OHLCV data with numpy seed for reproducibility -- **Required test categories:** - 1. Returns correct DataFrame type (pandas and polars) - 2. All expected output columns are present - 3. Row count unchanged - 4. Output values in expected ranges (trend: {-1, 0, 1}, binary: {0, 1}) - 5. Custom column names work - 6. Different parameters produce different output - 7. Invalid input raises exception - 8. Small DataFrame doesn't crash - 9. Signal function consistency - 10. Stats function returns expected keys with valid types - -## Review Authority - -- Reviews test coverage of new indicator implementations -- Can reject implementations with insufficient testability diff --git a/.squad/agents/chaosagent/history.md b/.squad/agents/chaosagent/history.md deleted file mode 100644 index 8ffafbd2..00000000 --- a/.squad/agents/chaosagent/history.md +++ /dev/null @@ -1,17 +0,0 @@ -# ChaosAgent — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Testing framework:** unittest -- **Test location:** `tests/indicators/test_{indicator_name}.py` -- **Test data pattern:** `_make_ohlcv(n=200, seed=42)` generates reproducible OHLCV data - -## Learnings - -- Team formed 2026-02-27. -- Tests use `unittest.TestCase` with `setUp` creating shared test DataFrames. -- Each test file tests three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()`. -- Polars tests convert pandas→polars and verify the result type. -- Virtual environment at `.venv/` — run tests with `.venv/bin/python -m unittest`. diff --git a/.squad/agents/devmeister3000/charter.md b/.squad/agents/devmeister3000/charter.md deleted file mode 100644 index 8d4c84ac..00000000 --- a/.squad/agents/devmeister3000/charter.md +++ /dev/null @@ -1,40 +0,0 @@ -# DevMeister3000 — Core Dev - -## Identity - -- **Name:** DevMeister3000 -- **Role:** Core Developer -- **Emoji:** 🔧 - -## Scope - -- Implementing new financial technical analysis indicators -- Porting indicators from PineScript (e.g., LuxAlgo) to Python/numpy -- Writing core computation functions using numpy arrays -- Ensuring both pandas and polars DataFrame compatibility -- Registering new indicators in `__init__.py` files - -## Boundaries - -- Does NOT make architecture decisions unilaterally (consults Carlos) -- Does NOT write test files (routes to ChaosAgent) -- Does NOT write documentation pages (routes to Doc Vader) - -## Technical Notes - -- **Pattern:** Each indicator module contains: - - Internal helpers (prefixed with `_`) - - A `_indicator_pandas()` core computation function - - Three public functions: `indicator()`, `indicator_signal()`, `get_indicator_stats()` -- **DataFrame handling:** Accept Union[PdDataFrame, PlDataFrame], convert polars→pandas for computation, convert back -- **No external deps:** Use only numpy for computation (already a transitive dep of pandas) -- **Registration:** Add imports to `pyindicators/indicators/__init__.py` AND `pyindicators/__init__.py`, update both `__all__` lists -- **Column naming:** Use lowercase prefix (e.g., `tbn_trend_long`, `mcs_p1`) -- **Error handling:** Raise `PyIndicatorException` for invalid inputs - -## Key Files - -- `pyindicators/indicators/` — all indicator modules -- `pyindicators/indicators/__init__.py` — indicator registry -- `pyindicators/__init__.py` — top-level exports -- `pyindicators/exceptions.py` — exception classes diff --git a/.squad/agents/devmeister3000/history.md b/.squad/agents/devmeister3000/history.md deleted file mode 100644 index 51cc53f9..00000000 --- a/.squad/agents/devmeister3000/history.md +++ /dev/null @@ -1,23 +0,0 @@ -# DevMeister3000 — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Stack:** Python 3.12+, pandas, polars, numpy, unittest -- **Indicator pattern:** `indicator()` → `indicator_signal()` → `get_indicator_stats()`, all support pandas + polars -- **Current indicators:** ~50+ including EMA, SMA, RSI, MACD, Supertrend, Bollinger Bands, Fair Value Gap, Order Blocks, Market Structure, Swing Structure, Trendline Breakout Navigator, and many more - -## Learnings - -- Team formed 2026-02-27. -- Existing indicators follow a consistent pattern: internal `_compute_pandas()` function, public API with Union[PdDataFrame, PlDataFrame] type hints. -- Polars support is done by converting to pandas, computing, and converting back. -- Pivot detection uses left/right bar confirmation pattern (see `swing_structure.py`, `trendline_breakout_navigator.py`). -- **2026-02-27 — Flake8 cleanup (14 warnings):** Fixed F841, F401, E741, E127 across 8 files. Key patterns found: - - Several indicators compute intermediate variables for debugging/clarity that are never used (e.g., `y1_plus_slope` in trendline_breakout_navigator, `atr_vals` in z_score_predictive_zones). - - Three indicator modules used ambiguous variable `l` for low arrays — renamed to `low` in opening_gap.py, strong_weak_high_low.py, volume_imbalance.py. Other modules (like the older ones) used different patterns already. - - `accumulation_distribution_zones` functions were imported in `pyindicators/__init__.py` but missing from `__all__` — added them. This was likely an oversight when the indicator was registered. - - `Optional` was imported but unused in range_intelligence.py (the module uses `Union` instead). - - Pre-existing test failures exist in `test_market_structure` (CHoCH/BOS) — 9 errors unrelated to this work.- **2026-02-27 — TBN analysis notebook (Issue #3):** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's chart plan and the VWT notebook pattern. 3-row layout: candlestick + trendlines + markers (row 1, 70%), composite trend bar chart (row 2, 15%), volume bars (row 3, 15%). Outputs HTML, PNG to `static/images/indicators/` and `docs/static/img/indicators/`. `analysis/indicators/` directory is gitignored — used `git add -f` to commit. Stats block prints all 16 keys from `get_trendline_breakout_navigator_stats()`. -- **2026-02-28 — TBN dark theme chart overhaul (Issue #3):** Rewrote chart styling from light to dark theme (#131722 background, matching TradingView aesthetic). Key changes: (1) bright green `#00e676` / red `#ff5252` trendlines for contrast against dark background; (2) white-outlined markers (HH triangles, LL triangles, wick diamonds) for visibility; (3) increased chart height to 1000px + width 1400px; (4) Consolas monospace font; (5) subtle grid lines `rgba(255,255,255,0.06)` and muted neutral bars `#363a45` for zero-trend periods; (6) composite trend + volume bars at higher opacity for dark readability. Outputs regenerated to all three paths (HTML + 2× PNG). \ No newline at end of file diff --git a/.squad/agents/doc-vader/charter.md b/.squad/agents/doc-vader/charter.md deleted file mode 100644 index a76f4bef..00000000 --- a/.squad/agents/doc-vader/charter.md +++ /dev/null @@ -1,45 +0,0 @@ -# Doc Vader — DevRel - -## Identity - -- **Name:** Doc Vader -- **Role:** DevRel / Technical Writer -- **Emoji:** 📝 - -## Scope - -- Writing and maintaining Docusaurus documentation -- Creating indicator documentation pages in `docs/content/indicators/` -- Writing usage examples and tutorials -- Maintaining the installation guide -- Updating README.md with new indicators - -## Boundaries - -- Does NOT implement indicators (routes to DevMeister3000) -- Does NOT write tests (routes to ChaosAgent) -- Does NOT make architecture decisions (routes to Carlos) - -## Documentation Standards - -- **Framework:** Docusaurus -- **Content location:** `docs/content/indicators/` -- **Config:** `docs/docusaurus.config.js` -- **Sidebars:** `docs/sidebars.js` -- **Format:** Markdown with code examples -- **Each indicator doc should include:** - 1. Description of what the indicator does - 2. Parameters table with defaults - 3. Output columns table - 4. Python usage example - 5. Signal interpretation guide - -## Key Files - -- `docs/content/` — documentation markdown files -- `docs/content/indicators/` — individual indicator docs -- `docs/content/installation.md` — installation guide -- `docs/content/introduction.md` — getting started -- `docs/docusaurus.config.js` — site configuration -- `docs/sidebars.js` — navigation structure -- `README.md` — project README diff --git a/.squad/agents/doc-vader/history.md b/.squad/agents/doc-vader/history.md deleted file mode 100644 index f3614992..00000000 --- a/.squad/agents/doc-vader/history.md +++ /dev/null @@ -1,18 +0,0 @@ -# Doc Vader — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Docs framework:** Docusaurus -- **Docs location:** `docs/content/indicators/` for indicator pages -- **Site config:** `docs/docusaurus.config.js` - -## Learnings - -- Team formed 2026-02-27. -- Documentation site is at `docs/` with standard Docusaurus structure. -- Indicator docs live in `docs/content/indicators/`. -- Analysis notebooks in `analysis/indicators/` serve as visual examples. -- Chart images in docs use UPPER_SNAKE_CASE alt text and path `/img/indicators/.png`, placed immediately after the Example code block's closing fence. -- Added TBN chart image reference to `docs/content/indicators/support-resistance/trendline-breakout-navigator.md` (Issue #3).- Verified TBN docs page after chart improvement (Issue #3, 2026-02-28): image ref `![TRENDLINE_BREAKOUT_NAVIGATOR](/img/indicators/trendline_breakout_navigator.png)` correct, PNG exists at both `docs/static/img/indicators/` and `static/images/indicators/` (227 966 bytes), function signatures/params/return columns/signal logic/stats keys all match source. No changes needed. \ No newline at end of file diff --git a/.squad/agents/scribe/charter.md b/.squad/agents/scribe/charter.md deleted file mode 100644 index d3e8c517..00000000 --- a/.squad/agents/scribe/charter.md +++ /dev/null @@ -1,34 +0,0 @@ -# Scribe — Charter - -## Identity - -- **Name:** Scribe -- **Role:** Session Logger / Memory Manager -- **Emoji:** 📋 - -## Scope - -- Maintaining `decisions.md` — merging inbox entries, deduplicating -- Writing orchestration log entries to `.squad/orchestration-log/` -- Writing session logs to `.squad/log/` -- Cross-agent context sharing via history.md updates -- Archiving old decisions when file exceeds ~20KB -- Summarizing history.md files when they exceed ~12KB -- Git committing `.squad/` changes - -## Boundaries - -- Never speaks to the user -- Never modifies code or test files -- Only writes to `.squad/` state files - -## Process - -1. Receive spawn manifest from coordinator -2. Write orchestration log entries (one per agent) -3. Write session log entry -4. Merge decision inbox files into `decisions.md`, delete inbox files -5. Update affected agents' `history.md` with cross-agent learnings -6. Archive decisions if file too large -7. Summarize histories if too large -8. Git add + commit `.squad/` changes diff --git a/.squad/agents/scribe/history.md b/.squad/agents/scribe/history.md deleted file mode 100644 index e4042262..00000000 --- a/.squad/agents/scribe/history.md +++ /dev/null @@ -1,11 +0,0 @@ -# Scribe — History - -## Project Context - -- **Project:** PyIndicators — Python library for financial technical analysis -- **Owner:** marcvanduyn -- **Team root:** /Users/marcvanduyn/Projects/CodingKitties/PyIndicators - -## Learnings - -- Team formed 2026-02-27. diff --git a/.squad/casting/history.json b/.squad/casting/history.json deleted file mode 100644 index ec619a00..00000000 --- a/.squad/casting/history.json +++ /dev/null @@ -1,13 +0,0 @@ -[ - { - "assignment_id": "pyindicators-001", - "universe": "oceans-eleven", - "created_at": "2026-02-27T13:50:00Z", - "agents": [ - {"name": "Carlos", "role": "Lead", "user_override": true}, - {"name": "DevMeister3000", "role": "Core Dev", "user_override": true}, - {"name": "ChaosAgent", "role": "Tester", "user_override": true}, - {"name": "Doc Vader", "role": "DevRel", "user_override": true} - ] - } -] diff --git a/.squad/casting/policy.json b/.squad/casting/policy.json deleted file mode 100644 index 77b236bf..00000000 --- a/.squad/casting/policy.json +++ /dev/null @@ -1,5 +0,0 @@ -{ - "universes": ["oceans-eleven"], - "max_per_universe": 8, - "allow_user_overrides": true -} diff --git a/.squad/casting/registry.json b/.squad/casting/registry.json deleted file mode 100644 index ded3b37b..00000000 --- a/.squad/casting/registry.json +++ /dev/null @@ -1,42 +0,0 @@ -[ - { - "persistent_name": "Carlos", - "universe": "oceans-eleven", - "role": "Lead", - "folder": "carlos", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - }, - { - "persistent_name": "DevMeister3000", - "universe": "oceans-eleven", - "role": "Core Dev", - "folder": "devmeister3000", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - }, - { - "persistent_name": "ChaosAgent", - "universe": "oceans-eleven", - "role": "Tester", - "folder": "chaosagent", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - }, - { - "persistent_name": "Doc Vader", - "universe": "oceans-eleven", - "role": "DevRel", - "folder": "doc-vader", - "created_at": "2026-02-27T13:50:00Z", - "legacy_named": false, - "user_override": true, - "status": "active" - } -] diff --git a/.squad/ceremonies.md b/.squad/ceremonies.md deleted file mode 100644 index 45b4a581..00000000 --- a/.squad/ceremonies.md +++ /dev/null @@ -1,41 +0,0 @@ -# Ceremonies - -> Team meetings that happen before or after work. Each squad configures their own. - -## Design Review - -| Field | Value | -|-------|-------| -| **Trigger** | auto | -| **When** | before | -| **Condition** | multi-agent task involving 2+ agents modifying shared systems | -| **Facilitator** | lead | -| **Participants** | all-relevant | -| **Time budget** | focused | -| **Enabled** | ✅ yes | - -**Agenda:** -1. Review the task and requirements -2. Agree on interfaces and contracts between components -3. Identify risks and edge cases -4. Assign action items - ---- - -## Retrospective - -| Field | Value | -|-------|-------| -| **Trigger** | auto | -| **When** | after | -| **Condition** | build failure, test failure, or reviewer rejection | -| **Facilitator** | lead | -| **Participants** | all-involved | -| **Time budget** | focused | -| **Enabled** | ✅ yes | - -**Agenda:** -1. What happened? (facts only) -2. Root cause analysis -3. What should change? -4. Action items for next iteration diff --git a/.squad/decisions.md b/.squad/decisions.md deleted file mode 100644 index 34e5cd20..00000000 --- a/.squad/decisions.md +++ /dev/null @@ -1,55 +0,0 @@ -# Decisions - -> Canonical decision ledger. Append-only. Managed by Scribe. - ---- - -### 2026-02-27T13:50:00Z: Team formed -**By:** Squad (Coordinator) -**What:** Initial team cast for PyIndicators project — Carlos (Lead), DevMeister3000 (Core Dev), ChaosAgent (Tester), Doc Vader (DevRel). -**Why:** User confirmed roster. - ---- - -### 2026-02-27: PRD Decomposition Approach -**By:** Carlos (Lead) -**What:** Decomposed the PRD (v0.19.0) into 70 specific, actionable work items across 5 phases and wrote them to `.squad/work-items.md`. -**Why:** Ensures the team has a clear, granular backlog with no ambiguity about what needs doing, who does it, and in what order. Priority ordering: tests (P0) → docs (P1) → README (P0/P1/P2) → notebooks (P3) → new features (P2/P3). Breakdown: 9 P0, 14 P1, 12 P2, 35 P3. - ---- - -### 2026-02-27: Added @copilot as Coding Agent -**By:** Marc (via Squad Coordinator) -**What:** Added GitHub Copilot coding agent (@copilot) to the team roster with auto-assign enabled. Capability profile added to team.md with 🟢/🟡/🔴 fit ratings. Instructions installed at `.github/copilot-instructions.md`. Routing updated so Carlos triages issues against the capability profile before assigning `squad:copilot` labels. -**Why:** User requested autonomous issue pickup for suitable tasks. Enables @copilot to pick up 🟢-rated issues without human intervention. - ---- - -### 2026-02-27: Flake8 Cleanup — Variable Naming & Export Conventions -**By:** DevMeister3000 (Core Dev) -**What:** Fixed 14 flake8 warnings (F841, F401, E741, E127) across 8 files. Renamed ambiguous `l` → `low`, added missing `__all__` entries for `accumulation_distribution_zones`, removed unused intermediate variables. -**Why:** Zero flake8 warnings for selected rules. Established conventions: use `high`/`low` for array variables; always add new functions to both `__all__` lists during registration. - ---- - -### 2026-02-27: TBN Chart Plan — Architecture Decision -**By:** Carlos (Lead) -**Issue:** #3 — Improve Trendline Breakout Navigator -**What:** Defined chart layout (3-row: price+trendlines 70%, composite trend 15%, volume 15%), 12 traces, data requirements (BTC/EUR 4h ~365d), and output paths for TBN analysis notebook and docs chart. -**Why:** TBN docs page had no chart image. Plan gives DevMeister3000 an unambiguous implementation spec. Key decisions: trendline values plotted on price chart color-coded by direction, HH/LL/wick markers overlaid, composite trend background shading green/red. - ---- - -### 2026-02-27: TBN Chart Notebook Implementation -**By:** DevMeister3000 (Core Dev) -**Issue:** #3 -**What:** Created `analysis/indicators/trendline_breakout_navigator.ipynb` following Carlos's spec. PNG output to both `static/images/indicators/` and `docs/static/img/indicators/`. Used `git add -f` for gitignored analysis directory. Composite trend Y-axis hardcoded `[-3.5, 3.5]`. -**Why:** Implements the chart plan. Dual PNG output lets Doc Vader reference the docs copy directly without extra steps. - ---- - -### 2026-02-28T12:00:00Z: TBN Chart Dark Theme Overhaul -**By:** DevMeister3000 (Core Dev) -**Issue:** #3 -**What:** Switched TBN analysis notebook chart from light theme to professional dark theme (#131722 background). Updated all colors, opacities, markers, grid lines, and fonts for dark-background readability. Chart dimensions increased to 1000×1400px. -**Why:** Existing light-themed chart was flagged as wrong/ugly. Dark themes are standard in financial charting tools and provide better contrast for overlaid trendlines and markers. Establishes precedent: future indicator analysis notebooks should use this dark theme palette for visual consistency. diff --git a/.squad/decisions/inbox/.gitkeep b/.squad/decisions/inbox/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/identity/.gitkeep b/.squad/identity/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/identity/now.md b/.squad/identity/now.md deleted file mode 100644 index 30c8903b..00000000 --- a/.squad/identity/now.md +++ /dev/null @@ -1,9 +0,0 @@ ---- -updated_at: 2026-02-25T11:57:08.045Z -focus_area: Initial setup -active_issues: [] ---- - -# What We're Focused On - -Getting started. Updated by coordinator at session start. diff --git a/.squad/identity/wisdom.md b/.squad/identity/wisdom.md deleted file mode 100644 index c40c8ced..00000000 --- a/.squad/identity/wisdom.md +++ /dev/null @@ -1,15 +0,0 @@ ---- -last_updated: 2026-02-25T11:57:08.046Z ---- - -# Team Wisdom - -Reusable patterns and heuristics learned through work. NOT transcripts — each entry is a distilled, actionable insight. - -## Patterns - - - -## Anti-Patterns - - diff --git a/.squad/routing.md b/.squad/routing.md deleted file mode 100644 index 214d0d82..00000000 --- a/.squad/routing.md +++ /dev/null @@ -1,40 +0,0 @@ -# Routing Rules - -## Default Routes - -| Domain | Primary | Backup | -|--------|---------|--------| -| Architecture, design decisions, code review | Carlos | — | -| Indicator implementation, Python code, porting PineScript | DevMeister3000 | Carlos | -| Tests, edge cases, quality assurance, unittest | ChaosAgent | DevMeister3000 | -| Documentation, Docusaurus, examples, README | Doc Vader | Carlos | -| Session logging, decisions, memory | Scribe | — | -| Work queue, backlog, monitoring | Ralph | — | - -## Keyword Routes - -| Keywords | Route to | -|----------|----------| -| indicator, implement, port, pine, pinescript, algorithm, ema, sma, rsi, macd, pivot, swing, trendline, breakout | DevMeister3000 | -| test, unittest, assert, edge case, coverage, quality | ChaosAgent | -| docs, documentation, docusaurus, markdown, guide, example, tutorial, installation | Doc Vader | -| architecture, design, pattern, refactor, api, structure, review, approve | Carlos | -| backlog, issues, status, board, queue, monitor | Ralph | -| autonomous, copilot, simple fix, single-file, boilerplate | @copilot | - -## Copilot Agent Routing - -When triaging issues, Carlos evaluates against the capability profile in `team.md`: -- **🟢 issues** with `squad:copilot` label → @copilot picks up autonomously -- **🟡 issues** → @copilot works, but PR needs squad review before merge -- **🔴 issues** → route to appropriate squad agent instead - -## Multi-Domain - -When a task spans multiple domains (e.g., "add indicator with tests and docs"), fan out to all relevant agents in parallel. - -## Review Gate - -- Carlos reviews architecture decisions and API changes. -- ChaosAgent reviews all new indicator implementations (test coverage). -- Doc Vader reviews documentation accuracy. diff --git a/.squad/skills/.gitkeep b/.squad/skills/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/skills/squad-conventions/SKILL.md b/.squad/skills/squad-conventions/SKILL.md deleted file mode 100644 index 72eca68e..00000000 --- a/.squad/skills/squad-conventions/SKILL.md +++ /dev/null @@ -1,69 +0,0 @@ ---- -name: "squad-conventions" -description: "Core conventions and patterns used in the Squad codebase" -domain: "project-conventions" -confidence: "high" -source: "manual" ---- - -## Context -These conventions apply to all work on the Squad CLI tool (`create-squad`). Squad is a zero-dependency Node.js package that adds AI agent teams to any project. Understanding these patterns is essential before modifying any Squad source code. - -## Patterns - -### Zero Dependencies -Squad has zero runtime dependencies. Everything uses Node.js built-ins (`fs`, `path`, `os`, `child_process`). Do not add packages to `dependencies` in `package.json`. This is a hard constraint, not a preference. - -### Node.js Built-in Test Runner -Tests use `node:test` and `node:assert/strict` — no test frameworks. Run with `npm test`. Test files live in `test/`. The test command is `node --test test/`. - -### Error Handling — `fatal()` Pattern -All user-facing errors use the `fatal(msg)` function which prints a red `✗` prefix and exits with code 1. Never throw unhandled exceptions or print raw stack traces. The global `uncaughtException` handler calls `fatal()` as a safety net. - -### ANSI Color Constants -Colors are defined as constants at the top of `index.js`: `GREEN`, `RED`, `DIM`, `BOLD`, `RESET`. Use these constants — do not inline ANSI escape codes. - -### File Structure -- `.squad/` — Team state (user-owned, never overwritten by upgrades) -- `.squad/templates/` — Template files copied from `templates/` (Squad-owned, overwritten on upgrade) -- `.github/agents/squad.agent.md` — Coordinator prompt (Squad-owned, overwritten on upgrade) -- `templates/` — Source templates shipped with the npm package -- `.squad/skills/` — Team skills in SKILL.md format (user-owned) -- `.squad/decisions/inbox/` — Drop-box for parallel decision writes - -### Windows Compatibility -Always use `path.join()` for file paths — never hardcode `/` or `\` separators. Squad must work on Windows, macOS, and Linux. All tests must pass on all platforms. - -### Init Idempotency -The init flow uses a skip-if-exists pattern: if a file or directory already exists, skip it and report "already exists." Never overwrite user state during init. The upgrade flow overwrites only Squad-owned files. - -### Copy Pattern -`copyRecursive(src, target)` handles both files and directories. It creates parent directories with `{ recursive: true }` and uses `fs.copyFileSync` for files. - -## Examples - -```javascript -// Error handling -function fatal(msg) { - console.error(`${RED}✗${RESET} ${msg}`); - process.exit(1); -} - -// File path construction (Windows-safe) -const agentDest = path.join(dest, '.github', 'agents', 'squad.agent.md'); - -// Skip-if-exists pattern -if (!fs.existsSync(ceremoniesDest)) { - fs.copyFileSync(ceremoniesSrc, ceremoniesDest); - console.log(`${GREEN}✓${RESET} .squad/ceremonies.md`); -} else { - console.log(`${DIM}ceremonies.md already exists — skipping${RESET}`); -} -``` - -## Anti-Patterns -- **Adding npm dependencies** — Squad is zero-dep. Use Node.js built-ins only. -- **Hardcoded path separators** — Never use `/` or `\` directly. Always `path.join()`. -- **Overwriting user state on init** — Init skips existing files. Only upgrade overwrites Squad-owned files. -- **Raw stack traces** — All errors go through `fatal()`. Users see clean messages, not stack traces. -- **Inline ANSI codes** — Use the color constants (`GREEN`, `RED`, `DIM`, `BOLD`, `RESET`). diff --git a/.squad/team.md b/.squad/team.md deleted file mode 100644 index d021701d..00000000 --- a/.squad/team.md +++ /dev/null @@ -1,60 +0,0 @@ -# PyIndicators — Squad Team - -## Project Context - -- **Project:** PyIndicators -- **Owner:** marcvanduyn -- **Description:** A powerful and user-friendly Python library for financial technical analysis indicators, metrics and helper functions for pandas and polars dataframes. Written entirely in Python with no external dependencies. -- **Stack:** Python, pandas, polars, Docusaurus (docs) -- **Repo:** CodingKitties/PyIndicators - -## Members - -| Name | Role | Specialty | Emoji | -|------|------|-----------|-------| -| Marc | Owner / PM | Project owner, direction, final say | 👤 Human | -| Carlos | Lead | Architecture, code review, decisions | 🏗️ | -| DevMeister3000 | Core Dev | Indicator implementations, Python | 🔧 | -| ChaosAgent | Tester | Tests, quality, edge cases | 🧪 | -| Doc Vader | DevRel | Docusaurus docs, examples, guides | 📝 | -| @copilot | Coding Agent | Autonomous issue pickup, PRs | 🤖 | -| Scribe | (silent) | Memory, decisions, session logs | 📋 | -| Ralph | (monitor) | Work queue, backlog, keep-alive | 🔄 | - - - -## Issue Source - -- **Repository:** `coding-kitties/PyIndicators` -- **Connected:** 2026-02-27 -- **Filters:** All open issues - -## PRD - -- **Source:** `/Users/marcvanduyn/Projects/CodingKitties/PyIndicators/PRD.md` -- **Ingested:** 2026-02-27 -- **Status:** Decomposed → 70 work items in `.squad/work-items.md` - -## Coding Agent — Capabilities - -| Task Type | Fit | Notes | -|-----------|-----|-------| -| Single-file indicator implementation | 🟢 | Follows established pattern | -| Writing unittest test suites | 🟢 | Straightforward from existing examples | -| Single-file bug fixes | 🟢 | Scoped, low risk | -| Documentation pages (Docusaurus md) | 🟢 | Template-driven | -| README updates | 🟢 | Text edits | -| Multi-file refactors | 🟡 | Needs squad review | -| New indicator with complex math (porting PineScript) | 🟡 | Logic correctness needs review | -| Architecture changes (new module structure) | 🔴 | Requires Carlos (Lead) decision | -| Docusaurus config / sidebar changes | 🔴 | Risk of breaking docs build | -| Release management / versioning | 🔴 | Needs human approval | - -## Tech Stack - -- **Language:** Python 3.12+ -- **DataFrame support:** pandas, polars -- **Testing:** unittest -- **Documentation:** Docusaurus -- **Build:** pyproject.toml -- **No external dependencies** for core library diff --git a/.squad/templates/.gitkeep b/.squad/templates/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/.squad/templates/improve-chart-issue.yml b/.squad/templates/improve-chart-issue.yml deleted file mode 100644 index bc9bcc7c..00000000 --- a/.squad/templates/improve-chart-issue.yml +++ /dev/null @@ -1,115 +0,0 @@ -name: "📊 Improve Documentation Chart" -description: "Request an improved or new chart for an indicator's documentation page" -title: "[Chart] " -labels: ["squad", "docs", "chart"] -body: - - type: markdown - attributes: - value: | - ## Documentation Chart Improvement - Use this template to request a new or improved chart for an indicator's documentation page. - **Include reference screenshots** showing what the chart should look like. - - - type: input - id: indicator-name - attributes: - label: Indicator Name - description: "Which indicator's documentation needs a chart update?" - placeholder: "e.g., SuperTrend, RSI, Trendline Breakout Navigator" - validations: - required: true - - - type: input - id: docs-page - attributes: - label: Current Docs Page - description: "Path to the existing docs page (if it exists)" - placeholder: "e.g., docs/content/indicators/trend/supertrend.md" - validations: - required: false - - - type: dropdown - id: chart-type - attributes: - label: What needs to happen? - options: - - Add a new chart (no chart exists yet) - - Replace existing chart (current one is wrong or ugly) - - Add additional chart (show a different view or timeframe) - - Fix chart rendering issue - validations: - required: true - - - type: textarea - id: reference-chart - attributes: - label: Reference Chart(s) - description: | - **Paste or drag & drop screenshots** of what the chart should look like. - Include charts from TradingView, other platforms, or hand-drawn sketches — anything that shows the desired result. - placeholder: "Drag and drop images here..." - validations: - required: true - - - type: textarea - id: chart-description - attributes: - label: Chart Description - description: | - **Describe the chart in detail** — agents may not always be able to see images. - Include: what data is shown, what the indicator lines/zones look like, colors, key visual features. - placeholder: | - - Chart type: Candlestick with overlay - - Indicator display: Two bands (upper green, lower red) with fill between them - - Signals: Triangle markers at crossover points - - Timeframe shown: 6 months of daily data - - The chart should clearly show a trend reversal around the middle - - ... - validations: - required: true - - - type: textarea - id: data-source - attributes: - label: Data Source - description: "What data should the chart use?" - placeholder: | - - Asset: BTC/USD - - Timeframe: Daily - - Date range: 2024-01-01 to 2024-12-31 - - Or: use existing test data from resources/data/ - validations: - required: false - - - type: textarea - id: chart-requirements - attributes: - label: Chart Requirements - description: "Any specific requirements for the chart?" - placeholder: | - - Library: plotly (for interactive) or matplotlib (for static) - - Include: buy/sell signal annotations - - Color scheme: green for bullish, red for bearish - - Export as: static image for docs + interactive HTML - validations: - required: false - - - type: checkboxes - id: deliverables - attributes: - label: Deliverables - description: "What needs to be delivered?" - options: - - label: "Static chart image for docs page (PNG/SVG in `static/images/`)" - - label: "Update docs page to include the chart" - - label: "Analysis notebook with interactive plotly chart" - - label: "HTML export of interactive chart" - - - type: textarea - id: additional-context - attributes: - label: Additional Context - description: "Anything else? What's wrong with the current chart? Specific style preferences?" - placeholder: "Optional additional context..." - validations: - required: false diff --git a/.squad/templates/new-indicator-issue.md b/.squad/templates/new-indicator-issue.md deleted file mode 100644 index 4af0b525..00000000 --- a/.squad/templates/new-indicator-issue.md +++ /dev/null @@ -1,60 +0,0 @@ -## New Indicator Request - -### Indicator Name - - - -### Category - - - -### Description - - - -### Reference Chart(s) - - - - -### Chart Description - - - -- **Timeframe:** -- **Asset:** -- **What's shown:** - - -### Parameters - - -| Parameter | Type | Default | Description | -|-----------|------|---------|-------------| -| `period` | int | 14 | Lookback period | -| `source_column` | str | 'Close' | Source column | - - -### Source / Reference - - - -### Expected Output Columns - - -- `indicator_value`: -- `indicator_signal`: - - -### Deliverables Checklist - -- [ ] Implementation in `pyindicators/indicators/` (pandas + polars support) -- [ ] Exports in `__init__.py` and `__all__` -- [ ] Unit tests in `tests/indicators/` (pandas, polars, edge cases) -- [ ] Documentation page in `docs/content/indicators/` with chart image -- [ ] Sidebar registration in `docs/sidebars.js` -- [ ] Entry in README.md features list -- [ ] Analysis notebook in `analysis/indicators/` with plotly chart - -### Additional Context - diff --git a/.squad/templates/new-indicator-issue.yml b/.squad/templates/new-indicator-issue.yml deleted file mode 100644 index f03a0b39..00000000 --- a/.squad/templates/new-indicator-issue.yml +++ /dev/null @@ -1,140 +0,0 @@ -name: "🔧 New Indicator" -description: "Request a new technical indicator implementation" -title: "[Indicator] " -labels: ["squad", "indicator"] -body: - - type: markdown - attributes: - value: | - ## New Indicator Request - Use this template to request a new indicator for PyIndicators. - **Include chart screenshots** showing the expected output — the team needs visual references to reproduce the behavior accurately. - - - type: input - id: indicator-name - attributes: - label: Indicator Name - description: "The name of the indicator (e.g., Parabolic SAR, Ichimoku Cloud)" - placeholder: "e.g., VWAP (Volume Weighted Average Price)" - validations: - required: true - - - type: dropdown - id: category - attributes: - label: Category - description: "Which category does this indicator belong to?" - options: - - Trend - - Momentum - - Volatility - - Support & Resistance - - Pattern Recognition - - Volume - - Helpers / Utilities - validations: - required: true - - - type: textarea - id: description - attributes: - label: Description - description: "What does this indicator do? How is it used in trading?" - placeholder: "Describe the indicator's purpose, what it measures, and typical use cases..." - validations: - required: true - - - type: textarea - id: reference-chart - attributes: - label: Reference Chart(s) - description: | - **Paste or drag & drop chart screenshots** showing the expected indicator output. - Include charts from TradingView, PineScript, or any other platform. - The more visual references, the better — these are used to verify the implementation. - placeholder: "Drag and drop images here, or paste image URLs..." - validations: - required: true - - - type: textarea - id: chart-description - attributes: - label: Chart Description - description: | - **Describe what the chart(s) show** — agents may not always be able to see images. - Include: timeframe, asset, what lines/zones/signals are visible, colors, behavior at key points. - placeholder: | - - Timeframe: Daily - - Asset: BTC/USD - - The indicator shows a green line above price during downtrends and red line below during uptrends - - Signals are marked with triangles at crossover points - - ... - validations: - required: true - - - type: textarea - id: parameters - attributes: - label: Parameters - description: "List the indicator's parameters with types and defaults" - placeholder: | - - `period` (int, default=14): Lookback period - - `multiplier` (float, default=2.0): ATR multiplier - - `source` (str, default='Close'): Source column - value: | - - `period` (int, default=14): - - `source_column` (str, default='Close'): - validations: - required: false - - - type: textarea - id: source-reference - attributes: - label: Source / Reference - description: "Link to PineScript source, academic paper, or reference implementation" - placeholder: "e.g., https://www.tradingview.com/script/... or a PineScript code block" - validations: - required: false - - - type: textarea - id: output-columns - attributes: - label: Expected Output Columns - description: "What columns should the indicator add to the DataFrame?" - placeholder: | - - `indicator_value`: Main indicator line - - `indicator_signal`: Buy/sell signal (1, -1, 0) - - `indicator_upper`: Upper band - - `indicator_lower`: Lower band - validations: - required: false - - - type: checkboxes - id: deliverables - attributes: - label: Deliverables Checklist - description: "A complete indicator requires ALL of the following. The squad will handle each." - options: - - label: "Implementation in `pyindicators/indicators/` (pandas + polars support)" - required: true - - label: "Exports in `__init__.py` and `__all__`" - required: true - - label: "Unit tests in `tests/indicators/` (pandas, polars, edge cases)" - required: true - - label: "Documentation page in `docs/content/indicators/` with chart image" - required: true - - label: "Sidebar registration in `docs/sidebars.js`" - required: true - - label: "Entry in README.md features list" - required: true - - label: "Analysis notebook in `analysis/indicators/` with plotly chart" - required: true - - - type: textarea - id: additional-context - attributes: - label: Additional Context - description: "Anything else? Special edge cases, related indicators, priority notes..." - placeholder: "Optional additional context..." - validations: - required: false diff --git a/.squad/work-items.md b/.squad/work-items.md deleted file mode 100644 index c87dc619..00000000 --- a/.squad/work-items.md +++ /dev/null @@ -1,138 +0,0 @@ -# PyIndicators — Work Items Decomposition - -> Decomposed from [PRD.md](../PRD.md) by Carlos (Lead) on 2026-02-27. - -## Summary - -| Phase | Total Items | P0 | P1 | P2 | P3 | -|-------|-------------|----|----|----|----| -| Phase 1 — Test Coverage | 14 | 8 | 3 | 3 | 0 | -| Phase 2 — Documentation | 11 | 0 | 9 | 2 | 0 | -| Phase 3 — README & Onboarding | 5 | 1 | 2 | 2 | 0 | -| Phase 4 — Analysis Notebooks | 29 | 0 | 0 | 0 | 29 | -| Phase 5 — New Indicators | 11 | 0 | 0 | 5 | 6 | -| **Total** | **70** | **9** | **14** | **12** | **35** | - ---- - -## Phase 1 — Test Coverage (Critical) - -Every indicator must have tests covering Pandas input/output, Polars input/output, and edge cases. - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 1.01 | Write tests for `average_true_range.py` (ATR) | ChaosAgent | P0 | None | S | Classic volatility indicator, simple I/O | -| 1.02 | Write tests for `commodity_channel_index.py` (CCI) | ChaosAgent | P0 | None | S | Classic momentum indicator | -| 1.03 | Write tests for `rate_of_change.py` (ROC) | ChaosAgent | P0 | None | S | Classic momentum indicator | -| 1.04 | Write tests for `liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic, needs realistic OHLCV data | -| 1.05 | Write tests for `buyside_sellside_liquidity.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.06 | Write tests for `pure_price_action_liquidity_sweeps.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.07 | Write tests for `liquidity_pools.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.08 | Write tests for `liquidity_levels_voids.py` | ChaosAgent | P0 | None | M | Complex price-action logic | -| 1.09 | Write tests for `pulse_mean_accelerator.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | -| 1.10 | Write tests for `equal_highs_lows.py` | ChaosAgent | P1 | None | M | Medium-priority S/R indicator | -| 1.11 | Write tests for `volume_weighted_trend.py` | ChaosAgent | P1 | None | M | Medium-priority trend indicator | -| 1.12 | Write tests for `is_down_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | -| 1.13 | Write tests for `is_up_trend.py` | ChaosAgent | P2 | None | S | Simple helper utility | -| 1.14 | Write tests for `up_and_down_trends.py` | ChaosAgent | P2 | None | S | Simple helper utility | - ---- - -## Phase 2 — Documentation Completeness (High) - -Add missing doc pages and ensure sidebar registration. - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 2.01 | Create doc page for Volume Gated Trend Ribbon | Doc Vader | P1 | None | S | Category: Trend. Follow `docs/content/indicators/trend/` pattern | -| 2.02 | Create doc page for Commodity Channel Index (CCI) | Doc Vader | P1 | None | S | Category: Momentum | -| 2.03 | Create doc page for Rate of Change (ROC) | Doc Vader | P1 | None | S | Category: Momentum | -| 2.04 | Create doc page for Equal Highs / Lows | Doc Vader | P1 | None | S | Category: Support & Resistance | -| 2.05 | Create doc page for Swing Structure | Doc Vader | P1 | None | S | Category: Support & Resistance | -| 2.06 | Create doc page for Trendline Breakout Navigator | Doc Vader | P1 | None | S | Category: Support & Resistance | -| 2.07 | Create doc page for Up and Downtrends | Doc Vader | P1 | None | S | Category: Helpers | -| 2.08 | Register all 7 new doc pages in `docs/sidebars.js` | Doc Vader | P1 | 2.01–2.07 | S | Must update sidebar config | -| 2.09 | Document missing utility functions (`is_below`, `is_above`, `get_slope`, etc.) | Doc Vader | P1 | None | S | Only `has_any_lower_then_threshold` currently documented | -| 2.10 | Update README features list to include all 16 missing indicators | Doc Vader | P2 | None | S | See PRD §4.3 list | -| 2.11 | Fix "no external dependencies" claim in README and `pyproject.toml` | Doc Vader | P2 | None | S | Replace with accurate description | - ---- - -## Phase 3 — README & Onboarding (Medium) - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 3.01 | Fix "no external dependencies" metadata discrepancy | Doc Vader | P0 | None | S | Misleads users; fix in README + pyproject.toml description | -| 3.02 | Add "Quick Start" section with minimal end-to-end example | Doc Vader | P1 | None | S | Show install → import → compute → inspect | -| 3.03 | Restructure README: reduce inline API docs, link to Docusaurus site | Doc Vader | P1 | 2.01–2.09 | M | Depends on docs being complete first | -| 3.04 | Add badges (PyPI version, test status, docs link) | Doc Vader | P2 | None | S | Standard OSS project hygiene | -| 3.05 | Add CONTRIBUTING.md with indicator authoring guide | Doc Vader | P2 | None | M | Guide contributors on patterns from PRD §7 | - ---- - -## Phase 4 — Analysis Notebooks (Low / Nice-to-have) - -All items are P3. No dependencies unless noted. Owner: Doc Vader. Complexity: S each. - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 4.01 | Create notebook for Simple Moving Average (SMA) | Doc Vader | P3 | None | S | Classic trend | -| 4.02 | Create notebook for Weighted Moving Average (WMA) | Doc Vader | P3 | None | S | Classic trend | -| 4.03 | Create notebook for Exponential Moving Average (EMA) | Doc Vader | P3 | None | S | Classic trend | -| 4.04 | Create notebook for SuperTrend | Doc Vader | P3 | None | S | Popular trend indicator | -| 4.05 | Create notebook for Volume Gated Trend Ribbon | Doc Vader | P3 | None | S | | -| 4.06 | Create notebook for MACD | Doc Vader | P3 | None | S | High-value classic | -| 4.07 | Create notebook for RSI | Doc Vader | P3 | None | S | High-value classic | -| 4.08 | Create notebook for Wilders RSI | Doc Vader | P3 | None | S | | -| 4.09 | Create notebook for Williams %R | Doc Vader | P3 | None | S | | -| 4.10 | Create notebook for ADX | Doc Vader | P3 | None | S | | -| 4.11 | Create notebook for Stochastic Oscillator | Doc Vader | P3 | None | S | | -| 4.12 | Create notebook for Momentum Confluence | Doc Vader | P3 | None | S | | -| 4.13 | Create notebook for Commodity Channel Index (CCI) | Doc Vader | P3 | 1.02 | S | Needs working impl + tests first | -| 4.14 | Create notebook for Rate of Change (ROC) | Doc Vader | P3 | 1.03 | S | Needs working impl + tests first | -| 4.15 | Create notebook for Bollinger Bands | Doc Vader | P3 | None | S | High-value classic | -| 4.16 | Create notebook for Average True Range (ATR) | Doc Vader | P3 | 1.01 | S | | -| 4.17 | Create notebook for Moving Average Envelope | Doc Vader | P3 | None | S | | -| 4.18 | Create notebook for Nadaraya-Watson Envelope | Doc Vader | P3 | None | S | | -| 4.19 | Create notebook for Fibonacci Retracement | Doc Vader | P3 | None | S | | -| 4.20 | Create notebook for Golden Zone | Doc Vader | P3 | None | S | | -| 4.21 | Create notebook for Fair Value Gap | Doc Vader | P3 | None | S | | -| 4.22 | Create notebook for Order Blocks | Doc Vader | P3 | None | S | | -| 4.23 | Create notebook for Market Structure | Doc Vader | P3 | None | S | | -| 4.24 | Create notebook for Divergence | Doc Vader | P3 | None | S | | -| 4.25 | Create notebook for Accumulation Distribution Zones | Doc Vader | P3 | None | S | | -| 4.26 | Create notebook for Volume Imbalance | Doc Vader | P3 | None | S | | -| 4.27 | Create notebook for Opening Gap | Doc Vader | P3 | None | S | | -| 4.28 | Create notebook for Strong / Weak High / Low | Doc Vader | P3 | None | S | | -| 4.29 | Create notebook for Trendline Breakout Navigator | Doc Vader | P3 | None | S | | - ---- - -## Phase 5 — New Indicators (Backlog) - -| ID | Title | Owner | Priority | Dependencies | Complexity | Notes | -|----|-------|-------|----------|--------------|------------|-------| -| 5.01 | Implement VWAP (Volume Weighted Average Price) | DevMeister3000 | P2 | Phase 1 done | M | Essential for intraday; high user demand | -| 5.02 | Implement Ichimoku Cloud | DevMeister3000 | P2 | Phase 1 done | L | Commonly requested; multiple output lines | -| 5.03 | Implement Pivot Points (Standard, Camarilla, Woodie) | DevMeister3000 | P2 | Phase 1 done | M | Classic S/R levels | -| 5.04 | Implement Keltner Channels | DevMeister3000 | P2 | 1.01 (ATR tests) | M | Depends on ATR being fully tested | -| 5.05 | Implement Donchian Channels | DevMeister3000 | P2 | Phase 1 done | S | Simple breakout detection | -| 5.06 | Implement Parabolic SAR | DevMeister3000 | P3 | Phase 1 done | M | Trend reversal | -| 5.07 | Implement Heikin-Ashi Candles | DevMeister3000 | P3 | Phase 1 done | S | Trend-smoothing candle type | -| 5.08 | Implement On-Balance Volume (OBV) | DevMeister3000 | P3 | Phase 1 done | S | Volume-based trend confirmation | -| 5.09 | Implement Chaikin Money Flow | DevMeister3000 | P3 | Phase 1 done | S | Volume/momentum hybrid | -| 5.10 | Run type annotations audit across all public APIs | DevMeister3000 | P3 | Phase 1 done | M | Ensure full type hints | -| 5.11 | Create performance benchmark suite (pandas vs polars) | DevMeister3000 | P3 | Phase 1 done | M | Comparative benchmarks | - ---- - -## Execution Order Recommendation - -1. **Immediate (P0):** Items 1.01–1.08 (8 high-priority test gaps) + 3.01 (metadata fix) — these block quality confidence. -2. **Next sprint (P1):** Remaining tests (1.09–1.11) + all doc pages (2.01–2.09) + README quick start (3.02) + README restructure (3.03). -3. **Following sprint (P2):** README features update (2.10–2.11) + badges (3.04) + CONTRIBUTING.md (3.05) + top new indicators (5.01–5.05). -4. **Backlog (P3):** Phase 4 notebooks + remaining Phase 5 indicators + type audit + benchmarks. - ---- - -*Generated by Carlos (Lead) — 2026-02-27*

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When retroactive rewrites fire on slope set/update, also update the trend array so that notebook masking (np.where(trend == direction)) correctly isolates bullish vs bearish segments. Fixes the visual issue where trendlines from different segments appeared connected across trend direction changes. --- .../trendline_breakout_navigator.html | 2 +- .../indicators/trendline_breakout_navigator.py | 18 ++++++++++++++++++ 2 files changed, 19 insertions(+), 1 deletion(-) diff --git a/analysis/indicators/trendline_breakout_navigator.html b/analysis/indicators/trendline_breakout_navigator.html index 1827a11d..c6542b50 100644 --- a/analysis/indicators/trendline_breakout_navigator.html +++ b/analysis/indicators/trendline_breakout_navigator.html @@ -3883,6 +3883,6 @@ window.Plotly = Plotly; return Plotly; -}));