ofershap · ofershap · Feb 17, 2026 · Feb 17, 2026 · Feb 17, 2026 · Feb 17, 2026
diff --git a/.cursor/rules/project-context.mdc b/.cursor/rules/project-context.mdc
@@ -43,11 +43,11 @@ Single cron endpoint `POST /api/cron` does both: collect → detect → alert in
 | `src/lib/collector.ts` | Data collection pipeline (members, daily usage, spending, events, analytics, groups) |
 | `src/lib/anomaly/detector.ts` | Orchestrator — runs all 3 detection layers, deduplicates |
 | `src/lib/anomaly/thresholds.ts` | Layer 1: static limits (spend, requests, tokens) |
-| `src/lib/anomaly/zscore.ts` | Layer 2: statistical z-score vs team mean |
-| `src/lib/anomaly/trends.ts` | Layer 3: personal spikes, drift above P75, model shift |
+| `src/lib/anomaly/zscore.ts` | Layer 2: statistical z-score on daily spend vs active team mean |
+| `src/lib/anomaly/trends.ts` | Layer 3: daily spend spikes, cycle spend outliers |
 | `src/lib/incidents.ts` | Incident lifecycle: create, alert, acknowledge, resolve + MTTD/MTTI/MTTR |
-| `src/lib/alerts/slack.ts` | Slack webhook with block-kit messages |
-| `src/lib/alerts/email.ts` | SMTP email with HTML templates |
+| `src/lib/alerts/slack.ts` | Slack bot token + chat.postMessage with block-kit messages |
+| `src/lib/alerts/email.ts` | Email alerts via Resend with HTML templates |
 | `src/lib/date-utils.ts` | Date formatting helpers (formatDateShort, formatDateTick, formatDateLabel) |
 | `src/lib/format-utils.ts` | Model name shortening (MODEL_MAP regex → short labels) |
 | `src/app/api/cron/route.ts` | Main cron endpoint (collect + detect + alert) |
@@ -85,5 +85,5 @@ members, daily_usage, spending, usage_events, anomalies, incidents, config, coll
 ## Important Caveats
 
 - API response shapes may not exactly match the live Cursor API. If real responses differ, update `src/lib/types.ts` and `src/lib/cursor-client.ts`.
-- Trend detection can produce duplicate dedup keys (spike + drift both emit `trend:tokens` for same user) — first one wins, second is silently dropped.
+- Trend detection can produce duplicate dedup keys (spend spike + cycle outlier both emit `trend:spend` for same user) — first one wins, second is silently dropped.
 - CLI scripts (`npm run collect`, `npm run detect`) do NOT auto-load `.env` — use `source .env && export CURSOR_ADMIN_API_KEY` or run via the Next.js dev server cron endpoint instead.
diff --git a/.env.example b/.env.example
@@ -1,12 +1,12 @@
 CURSOR_ADMIN_API_KEY=key_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
 
-SLACK_WEBHOOK_URL=
+SLACK_BOT_TOKEN=xoxb-your-bot-token
+SLACK_CHANNEL_ID=C0123456789
 
-SMTP_HOST=smtp.gmail.com
-SMTP_PORT=587
-SMTP_USER=
-SMTP_PASS=
-SMTP_FROM=cursor-tracker@yourcompany.com
+DASHBOARD_URL=http://localhost:3000
+
+RESEND_API_KEY=
+RESEND_FROM=Cursor Tracker <alerts@resend.dev>
 ALERT_EMAIL_TO=team-lead@yourcompany.com
 
 CRON_SECRET=your-secret-for-cron-endpoint

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
@@ -26,3 +26,4 @@ jobs:
       - run: npx semantic-release
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          NPM_TOKEN: ${{ secrets.NPM_TOKEN }}
diff --git a/.gitignore b/.gitignore
@@ -2,6 +2,7 @@ node_modules/
 .next/
 dist/
 data/*.db
+!data/mock.db
 data/*.db-journal
 data/*.db-shm
 data/*.db-wal

diff --git a/.vscode/tasks.json b/.vscode/tasks.json
@@ -20,6 +20,25 @@
         "color": "terminal.ansiCyan"
       }
     },
+    {
+      "label": "Dev Server (Mock Data)",
+      "type": "shell",
+      "command": "npm run dev:mock -- --turbopack -p 3456",
+      "problemMatcher": [],
+      "isBackground": true,
+      "presentation": {
+        "group": "cursor-tracker",
+        "panel": "dedicated",
+        "showReuseMessage": false,
+        "clear": true,
+        "reveal": "always",
+        "focus": false
+      },
+      "icon": {
+        "id": "globe",
+        "color": "terminal.ansiYellow"
+      }
+    },
     {
       "label": "Collect Data",
       "type": "shell",

diff --git a/README.md b/README.md
@@ -5,8 +5,7 @@
 <h1 align="center">Cursor Usage Tracker</h1>
 
 <p align="center">
-  AI spend monitoring, anomaly detection, and alerting for teams on Cursor Enterprise.<br>
-  Know who's burning through your budget before the invoice tells you.
+  Know who's burning through your AI budget before the invoice tells you.
 </p>
 
 <p align="center">
@@ -21,7 +20,7 @@
 
 ---
 
-## Why This Exists
+## AI Spend Is a Blind Spot
 
 Engineering costs used to be two things: headcount and cloud infrastructure. You had tools for both. Then AI coding assistants showed up, and suddenly there's a third cost center that nobody has good tooling for.
 
@@ -51,13 +50,12 @@ Developer uses Cursor → API collects data hourly → Engine detects anomaly
 
 ### How It Works
 
-| What happens                                 | Example                                                 |
-| -------------------------------------------- | ------------------------------------------------------- |
-| A developer exceeds the spend limit          | `Bob spent $82 this cycle (limit: $50)` → Slack alert   |
-| Someone's usage is 3x their personal average | `Token spike: 4.2x Alice's 7-day average` → Slack alert |
-| A user is statistically far from the team    | `Bob: 2.8 std devs above team mean` → Slack alert       |
-| Someone shifts to expensive models           | `Opus usage jumped from 5% to 45%` → Slack alert        |
-| Usage drifts above team P75 for days         | `Above team P75 for 5 of last 6 days` → Slack alert     |
+| What happens                               | Example                                                                       |
+| ------------------------------------------ | ----------------------------------------------------------------------------- |
+| A developer exceeds the spend limit        | `Bob spent $82 this cycle (limit: $50)` → Slack alert                         |
+| Someone's daily spend spikes               | `Alice: daily spend spiked to $214 (4.2x her 7-day avg of $51)` → Slack alert |
+| A user's cycle spend is far above the team | `Bob: cycle spend $957 is 5.1x the team median ($188)` → Slack alert          |
+| A user is statistically far from the team  | `Bob: daily spend $214 is 3.2σ above team mean ($42)` → Slack alert           |
 
 Every alert includes who, what model, how much, and a link to their dashboard page so you can investigate immediately.
 
@@ -67,11 +65,11 @@ Every alert includes who, what model, how much, and a link to their dashboard pa
 
 ### Three-Layer Anomaly Detection
 
-| Layer          | Method        | What it catches                                                             |
-| -------------- | ------------- | --------------------------------------------------------------------------- |
-| **Thresholds** | Static limits | Spend > $50/cycle, > 500 requests/day, > 5M tokens/day                      |
-| **Z-Score**    | Statistical   | User 2+ standard deviations above team mean                                 |
-| **Trends**     | Behavioral    | Personal spikes, sustained drift above P75, model shift to expensive models |
+| Layer          | Method        | What it catches                                                               |
+| -------------- | ------------- | ----------------------------------------------------------------------------- |
+| **Thresholds** | Static limits | Optional hard caps on spend, requests, or tokens (disabled by default)        |
+| **Z-Score**    | Statistical   | User daily spend 2.5+ standard deviations above team mean (active users only) |
+| **Trends**     | Spend-based   | Daily spend spikes vs personal average, cycle spend outliers vs team median   |
 
 ### Incident Lifecycle (MTTD / MTTI / MTTR)
 
@@ -91,8 +89,8 @@ Anomaly Detected ──→ Alert Sent ──→ Acknowledged ──→ Resolved
 
 ### Rich Alerting
 
-- **Slack**: Block Kit messages with severity, user, model, value vs threshold, and dashboard links
-- **Email**: HTML-formatted alerts with the same context
+- **Slack**: Block Kit messages via bot token (`chat.postMessage`) with severity, user, model, value vs threshold, and dashboard links. Batches alerts automatically (individual messages for 1-3 anomalies, single summary for 4+).
+- **Email**: HTML-formatted alerts via [Resend](https://resend.com) (one API key, no SMTP config)
 
 ### Web Dashboard
 
@@ -116,7 +114,16 @@ Anomaly Detected ──→ Alert Sent ──→ Acknowledged ──→ Resolved
 | Admin API key          | Cursor dashboard → Settings → Advanced → Admin API Keys |
 | Node.js 18+            | [nodejs.org](https://nodejs.org)                        |
 
-### 1. Clone and install
+### 1. Set up
+
+**Option A: One command**
+
+```bash
+npx cursor-usage-tracker my-tracker
+cd my-tracker
+```
+
+**Option B: Manual clone**
 
 ```bash
 git clone https://github.com/ofershap/cursor-usage-tracker.git
@@ -136,20 +143,19 @@ Edit `.env`:
 # Required
 CURSOR_ADMIN_API_KEY=your_admin_api_key
 
-# Alerting (at least one recommended)
-SLACK_WEBHOOK_URL=https://hooks.slack.com/services/T.../B.../xxx
+# Alerting — Slack (at least one alerting channel recommended)
+SLACK_BOT_TOKEN=xoxb-your-bot-token          # bot token with chat:write scope
+SLACK_CHANNEL_ID=C0123456789                  # channel to post alerts to
+
+# Dashboard URL (used in alert links)
+DASHBOARD_URL=http://localhost:3000
 
 # Optional
-CURSOR_ANALYTICS_API_KEY=your_analytics_key   # for Insights page (DAU, model breakdowns, MCP)
 CRON_SECRET=your_secret_here                  # protects the cron endpoint
 DASHBOARD_PASSWORD=your_password              # optional basic auth for the dashboard
 
-# Email alerts (optional)
-SMTP_HOST=smtp.gmail.com
-SMTP_PORT=587
-SMTP_USER=you@gmail.com
-SMTP_PASS=app_password
-SMTP_FROM=cursor-tracker@yourcompany.com
+# Email alerts via Resend (optional)
+RESEND_API_KEY=re_xxxxxxxxxxxx
 ALERT_EMAIL_TO=team-lead@company.com
 ```
 
@@ -256,15 +262,16 @@ flowchart TB
 
 All detection thresholds are configurable via the Settings page or the API:
 
-| Setting              | Default | What it does                                      |
-| -------------------- | ------- | ------------------------------------------------- |
-| Max spend per cycle  | $200    | Alert when a user exceeds this in a billing cycle |
-| Max requests per day | 200     | Alert on excessive daily request count            |
-| Max tokens per day   | 5M      | Alert on excessive daily token consumption        |
-| Z-score multiplier   | 2.5     | How many standard deviations above mean to flag   |
-| Z-score window       | 7 days  | Historical window for statistical comparison      |
-| Spike multiplier     | 3.0x    | Alert when today > N× user's personal average     |
-| Drift days above P75 | 3       | Consecutive days above team P75 to flag           |
+| Setting                  | Default | What it does                                                   |
+| ------------------------ | ------- | -------------------------------------------------------------- |
+| Max spend per cycle      | 0 (off) | Alert when a user exceeds this in a billing cycle              |
+| Max requests per day     | 0 (off) | Alert on excessive daily request count                         |
+| Max tokens per day       | 0 (off) | Alert on excessive daily token consumption                     |
+| Z-score multiplier       | 2.5     | How many standard deviations above mean to flag (spend + reqs) |
+| Z-score window           | 7 days  | Historical window for statistical comparison                   |
+| Spend spike multiplier   | 5.0x    | Alert when today's spend > N× user's personal daily average    |
+| Spend spike lookback     | 7 days  | How many days of history to compare against                    |
+| Cycle outlier multiplier | 10.0x   | Alert when cycle spend > N× team median (active users only)    |
 
 ---
 

diff --git a/bin/create.mjs b/bin/create.mjs
@@ -0,0 +1,52 @@
+#!/usr/bin/env node
+
+import { execSync } from "node:child_process";
+import { existsSync, copyFileSync } from "node:fs";
+import { resolve, basename } from "node:path";
+
+const REPO = "https://github.com/ofershap/cursor-usage-tracker.git";
+const dirName = process.argv[2] || "cursor-usage-tracker";
+const targetDir = resolve(process.cwd(), dirName);
+
+function run(cmd, opts = {}) {
+  execSync(cmd, { stdio: "inherit", ...opts });
+}
+
+function log(msg) {
+  console.log(`\n\x1b[36m${msg}\x1b[0m`);
+}
+
+if (existsSync(targetDir)) {
+  console.error(`\x1b[31mDirectory "${dirName}" already exists.\x1b[0m`);
+  process.exit(1);
+}
+
+log(`Cloning cursor-usage-tracker into ${dirName}...`);
+run(`git clone --depth 1 ${REPO} "${targetDir}"`);
+
+log("Installing dependencies...");
+run("npm install", { cwd: targetDir });
+
+const envExample = resolve(targetDir, ".env.example");
+const envFile = resolve(targetDir, ".env");
+if (existsSync(envExample) && !existsSync(envFile)) {
+  copyFileSync(envExample, envFile);
+}
+
+log("Done! Next steps:");
+console.log(`
+  cd ${dirName}
+
+  1. Edit .env and add your CURSOR_ADMIN_API_KEY
+     Get it from: Cursor dashboard → Settings → Advanced → Admin API Keys
+
+  2. Start the dashboard:
+     npm run dev
+
+  3. Collect your first data:
+     npm run collect
+
+  4. Open http://localhost:3000
+
+  Docs: https://github.com/ofershap/cursor-usage-tracker
+`);
diff --git a/data/mock.db b/data/mock.db