docs: v0.11.0 release notes

Author: codejunkie99

CHANGELOG.md

@@ -5,6 +5,54 @@ All notable changes to this project.
 The format follows [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and the project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.11.0] — 2026-04-26
+
+Minor release. Adds two local-first data capabilities: a cross-harness
+monitoring/data layer and an approved-run data flywheel. Both stay private by
+default, write regenerated runtime artifacts under ignored `.agent/`
+subdirectories, and avoid remote telemetry or model training.
+
+### Added
+- **`data-layer` seed skill — local cross-harness monitoring.** Adds
+  `.agent/skills/data-layer/SKILL.md` and
+  `.agent/tools/data_layer_export.py` to export dashboard-ready local data
+  across Claude Code, Hermes, OpenClaw, Codex, Cursor, OpenCode, and custom
+  loops sharing the same `.agent/` brain. Outputs include agent events, cron
+  timelines, KPI summaries, token/cost estimates, category breakdowns,
+  `dashboard.html`, and `daily-report.md`. Runtime exports live under
+  `.agent/data-layer/`, which is gitignored. Thanks to @danielfoch for PR #25.
+- **`data-flywheel` seed skill — approved runs to reusable artifacts.** Adds
+  `.agent/skills/data-flywheel/SKILL.md` and
+  `.agent/tools/data_flywheel_export.py` to turn human-approved, redacted runs
+  into trace records, context cards, eval cases, training-ready JSONL, and
+  flywheel metrics. Runtime exports live under `.agent/flywheel/`, which is
+  gitignored. The tool is local-only, model-agnostic, and does not train
+  models or call external APIs. Thanks to @danielfoch for PR #26.
+- Schemas, sanitized examples, tests, README sections, and architecture docs
+  for both local data features.
+
+### Changed
+- Seed skill count is now eight: `skillforge`, `memory-manager`, `git-proxy`,
+  `debug-investigator`, `deploy-checklist`, `design-md`, `data-layer`, and
+  `data-flywheel`.
+- `docs/architecture.md` now describes five local modules: memory, skills,
+  protocols, data layer, and data flywheel.
+
+### Migration
+`brew upgrade agentic-stack` is enough. There are no on-disk schema changes.
+The new runtime directories, `.agent/data-layer/` and `.agent/flywheel/`, are
+private and regenerated; both are gitignored.
+
+### Release
+- Tag `v0.11.0` cut from master.
+- GitHub release: <https://github.com/codejunkie99/agentic-stack/releases/tag/v0.11.0>
+- `Formula/agentic-stack.rb` bumped to v0.11.0 in a follow-up commit after
+  the tag tarball existed and its sha256 could be computed.
+
+### Credits
+- PR #25 and PR #26 by @danielfoch.
+- Merge conflict resolution, verification, and release prep by Codex.
+
 ## [0.10.0] — 2026-04-26
 
 Minor release. Adds the `design-md` seed skill (sixth seed skill in the

README.md

@@ -9,6 +9,10 @@ agents from one place: harness activity, cron runs, active agents, token/cost
 estimates, KPI summaries, user-defined resource categories, and
 screenshot-ready daily dashboards.
 
+And it can turn approved, redacted runs into local flywheel artifacts:
+trace records, context cards, eval cases, training-ready JSONL, and readiness
+metrics without training a model or sending telemetry.
+
 <p align="center">
   <img src="docs/demo.gif" alt="agentic-stack demo" width="880"/>
 </p>
@@ -17,25 +21,28 @@ screenshot-ready daily dashboards.
   <img src="docs/diagram.svg" alt="agentic-stack architecture" width="880"/>
 </p>
 
-### New in v0.10.0 — design-md skill + Python 3.9 fix
+### New in v0.11.0 — data layer + data flywheel
 
-Minor release. Adds a sixth seed skill and unbreaks `brew install` for
-every macOS user on the system Python.
+Minor release. Adds two local-first data capabilities for teams running
+multiple agent harnesses against the same `.agent/` brain.
 
-- **`design-md` seed skill.** Drop a Google Stitch-style `DESIGN.md` in
-  your project root and the skill points coding agents at it as the
-  visual-system source of truth — colors, typography, spacing, components,
-  rationale. Loads only when `DESIGN.md` exists; default behavior is
-  read-only on the contract file.
-- **Python 3.9 crash on first run is fixed (#27).** Every brew user on
-  macOS-default Python 3.9 hit `TypeError: unsupported operand type(s) for
-  |: 'type' and 'type'` immediately after install. Root cause: PEP 604
-  union annotations (`Path | str`) that require Python 3.10+. Fixed by
-  adding `from __future__ import annotations` to the eight affected
-  `harness_manager/` files; works on Python 3.7+.
+- **`data-layer` seed skill.** Generate local dashboard exports across Claude
+  Code, Hermes, OpenClaw, Codex, Cursor, OpenCode, and custom loops:
+  harness events, cron timelines, KPI summaries, token/cost estimates,
+  categories, `dashboard.html`, and `daily-report.md`.
+- **`data-flywheel` seed skill.** Export approved, redacted runs into trace
+  records, context cards, eval cases, training-ready JSONL, and flywheel
+  metrics. It is local-only and model-agnostic; it prepares artifacts but
+  does not train models or call external APIs.
 
 See [CHANGELOG.md](CHANGELOG.md) for the full list.
 
+### v0.10.0 — design-md skill + Python 3.9 fix
+
+Added the `design-md` seed skill for root `DESIGN.md` / Google Stitch
+workflows, and fixed the Python 3.9 crash that hit macOS-default brew users
+on first run.
+
 ### v0.9.1 — pi adapter fixes + tz correctness
 
 Closed the gap between v0.9.0 and a working pi adapter, plus a timezone

harness_manager/__init__.py

@@ -5,4 +5,4 @@
 The "harness_manager" name is internal only and never appears in CLI help, docs,
 or error messages users see.
 """
-__version__ = "0.10.0"
+__version__ = "0.11.0"