Measures real harness usage (Claude Code + Codex hooks, Antigravity backfill, opt-in git hooks) into a per-repo .tracer/ store and turns it into improvement proposals with an explicit feedback loop
Plugin observe from marketplace dokkabei-harness in Dokkabei97/dokkabei-harness. Commands read from the repo's manifest — 13 days ago.
This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.
/observe:observe-git-hooksobserve 커밋 경계 수집용 git 훅 opt-in 설치·제거·상태 확인 — post-commit(commit 이벤트 + detached 분석기 → .tracer/commits/<sha>.md, LLM 은 OBSERVE_LLM=1 일 때만·일일 상한), 비차단 pre-commit(미처리 추천 결정론 1줄 stderr, 항상 기존 훅 종료코드), 선택 prepare-commit-msg trailer(--trailer). 기존 훅은 체이닝·백업, core.hooksPath/husky/lefthook 감지 시 안내만. Installs
/observe:observe-report계측 기반 하네스 건강 리포트 — .tracer 트레이스(Claude Code 훅, Codex·Antigravity 백필)를 결정론 집계(스킬·에이전트 호출, user/model trigger, 로드 수, 턴 결과 committed·cancelled·corrected 후보·failed, 미사용 자산, stale/archive 라이프사이클 후보, 미발화 후보 턴, 교정 후보 쌍, BM25 추천 missed·tune·orchestrate)한 뒤 해석해 description 튜닝 초안·폐기 후보·계측 개선 제안을 만들고, 추천 ID 마다
node "${CLAUDE_PLUGIN_ROOT}/bin/hooks/adapters/claude/trace-session.js"
node "${CLAUDE_PLUGIN_ROOT}/bin/hooks/adapters/claude/trace-prompt.js"
node "${CLAUDE_PLUGIN_ROOT}/bin/hooks/adapters/claude/trace-skill.js"
node "${CLAUDE_PLUGIN_ROOT}/bin/hooks/adapters/claude/trace-agent.js"
node "${CLAUDE_PLUGIN_ROOT}/bin/hooks/adapters/claude/trace-result.js"
node "${CLAUDE_PLUGIN_ROOT}/bin/hooks/adapters/claude/trace-tool.js"
node "${CLAUDE_PLUGIN_ROOT}/bin/hooks/adapters/claude/trace-tool.js"
node "${CLAUDE_PLUGIN_ROOT}/bin/hooks/adapters/claude/trace-stop.js"
node "${CLAUDE_PLUGIN_ROOT}/bin/hooks/adapters/claude/trace-session.js"
Development lifecycle workflows: project rules (AGENTS.md stack facts + specialist core for Claude Code, Codex and Antigravity; Claude path-scoped rules), spec/planning/shipping guides, MR review, handoff, release notes, retrospectives, and CLAUDE.md sync
11 skills · 3 commands · hooks
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4 skills · 8 commands · 2 agents
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4 skills · 4 commands · 3 agents
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200 skills · 98 commands · 71 agents · 1 MCP server · hooks
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CMEM Pro for the Claude app - hooks stream tool use to cmem.ai and inject observations into new sessions and agents
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Agentic QE (external: maintained in proffesor-for-testing/agentic-qe, pinned to v3.15.17): a quality-engineering fleet with 11 QE agents, 9 skills, 9 commands, the agentic-qe MCP server pinned to the plugin version, and the aqe-mod guard that refuses destructive operations on AQE learning data
9 skills · 9 commands · 11 agents · 1 MCP server
Headroom startup hooks for Claude Code and GitHub Copilot CLI.
hooks
AI memory system — mine projects and conversations into a searchable palace. 47 MCP tools, auto-save hooks, guided setup.
3 skills · 6 commands · 1 MCP server · hooks
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