Agentic Stack — Development skill for Claude Code

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**Keep one portable memory-and-skills layer across coding-agent harnesses, so switching tools doesn't reset how your agent works.**

A portable `.agent/` folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, GitHub Copilot CLI, Google Gemini CLI, Hermes, Pi Coding Agent, Codex, Autohand Code CLI, Antigravity, or a DIY Python loop — and keeps its knowledge when you switch.

It also includes a local data layer so you can monitor the whole suite of 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.

New in v0.19.1 — memory and upgrade fixes

Patch release. Four correctness fixes:

• Recall skips superseded lessons. Retrieval and rendering now share one superseded_by_map, so recall no longer returns stale guidance next to its replacement.
• upgrade copies loop skills to the right path. New loop-* skills landed at .agent/skills/skills/loop-x/; they now land at .agent/skills/loop-x/.
• UTF-8 everywhere in learn.py. Non-ASCII claims print and persist correctly regardless of host locale.
• No leaked file handle when checking whether a lesson was already appended.

Bounded agentic loops (v0.19.0)

Portable loop contracts live under `.agent/loops` and use a maker → deterministic verifier → independent checker lifecycle:

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