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run-benchmark-driven-rd

可否證、benchmark-gated R&D;可分發專案/Skill 預設涵蓋 GitHub 安全更新、回滾、舊版淘汰。

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包含的文件(1)

  • SKILL.md3.6 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Run Benchmark-Driven R&D

Contract

  1. Active private Skill 唯一權威。先 invocation_revision_gate.py capture 凍結雙 revision,決策前 verify;UNSTABLE 不混用,STALE 重讀重驗。
  2. 修改不越原始授權;本機實作不暗含外部/破壞性 mutation。外部變更須當輪授權、精確 target、preflight、post-readback;GitHub URL 不授權執行。
  3. 先定 claim、baseline、threshold、decision rule,以 task-shaped 正負控制校準 evaluator。工具綠燈不等於品質、完成或 parity;缺同 provenance 證據保持 unmeasured/NOT_CHECKED。
  4. Cleanup 是獨立唯讀 provider;保留 PASS/FAIL/REVIEW/NOT_CHECKED、child、revision evidence;strict promotion 不可改寫缺口為 PASS。
  5. Route receipt 列 intent、stage、artifact/risk、selected/omitted topics、hash、critical IDs、cost、fallback;未知/歧義/stale/超 budget 時 block 或 legacy fallback。
  6. Private learning 存目標 .rd/,不預載;shared rule 需 typed receipt、單一 owner、privacy、正負 fixture、reciprocal link。縮短 context 不刪記憶。
  7. 可分發目標的已授權 implementation/promotion/completion 預設需安全更新能力;audit/security-assessment/source-only 不推導 updater、publish、sign、persistence、delete 權限。
  8. Security route 每個 target 必須規劃並驗完固定六控制;public/parity 再綁同專案 Cleanup、delivery、build 與 release artifact,sibling decoy 無效。
  9. 收尾、重試或交接依 references/disk-hygiene.md 清理授權內可重建舊產物。

路由

任務讀取
Experimentreferences/topics/core-experiment.md
架構/Cleanup baselinereferences/topics/architecture-and-evaluator.md
逆向分析/交付物暴露references/topics/reverse-engineering.md
PR 採用references/topics/community-pr-adoption.md
外部 Skill/pluginreferences/topics/agent-workflow-adoption.md
context/Token/learningreferences/topics/context-and-learning.md
交易/帳號/備份/持久化references/topics/state-integrity.md
3D 角色/UV/Unrealreferences/topics/character-3d-workflow.md
視覺/UI/材質references/topics/visual-quality.md
capability/complete/externalreferences/topics/completion-and-external.md
updater/可分發交付references/topics/secure-self-update.md;依風險加 delivery/security,audit/source-only 除外

大 contract 僅 legacy fallback;維護:references/maintenance.md。

工作流

  1. 解析絕對 repo、授權、contract、obligations、failures、.rd/;route 含 typed updateObligation/capability floor。
  2. 以 Cleanup+native gate 凍結 baseline 與 claim matrix/provenance。
  3. 做最小決定性實驗,保存 executable、stdout/stderr、exit、elapsed、input/environment hash、artifact、failure type。
  4. 原子寫 typed record 到 .rd/;promotion gate 後才更新 shared topic/index。
  5. 重跑相同 benchmark、負控制、delivered journey、obligations;最後修改後重驗 freshness/revision。
  6. 分開報告 measured stronger/likely but unmeasured/unchanged/regressed/open;PASS 數不等於整體變強。
python scripts/project_profile_gate.py --project <target> --contract <task-contract.json> --output <route.json> --quiet

Skill 下次 invocation/restart 切換;背景、自啟、破壞性 migration 分開 opt-in。

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