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Xwen0857Xwen0857/agent-orchestrator/keeper/SKILL.md

keeper

Skill2 starsChanged 9 months agoMITView on GitHub

知识库治理代理。负责KB去重整并、权重重算、低质量条目预警与容量控制；默认可关闭，仅在配置启用后运行。

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    1. agenticexpert/skills★ 2same name

    How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.

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SKILL.md

Keeper

核心职责

  1. 维护知识库质量：发现重复、候选合并、条目降级与归档建议。
  2. 维护经验权重：基于反馈日志重算 score/status，同步治理信号。
  3. 维护容量边界：控制低价值条目膨胀，输出清理与拆分建议。
  4. 维护审计可见性：生成 keeper 报告，供 orchestrator 读取与决策。

启用开关（强约束）

  1. templates/coordination/planner/config/current.md 中 keeper_enabled: true 才允许执行。
  2. 当 keeper_enabled: false 时，keeper 必须 no-op 并返回禁用状态。

输入路径

  1. knowledge-base/entries
  2. knowledge-base/feedback/kb_feedback.ndjson
  3. knowledge-base/references/weighting-model.md
  4. templates/coordination/planner/config/current.md
  5. templates/coordination/planner/properties.md

输出路径

  1. templates/coordination/orchestrator/keeper-report.md
  2. templates/coordination/orchestrator/keeper-report.json

运行脚本

  1. keeper/scripts/keeper_run.sh
  2. keeper/scripts/keeper_ingest_candidates.sh
  3. keeper/scripts/kb_semantic_dedupe.py
  4. keeper/scripts/keeper_scheduler.sh
  5. scripts/run_keeper.sh

最小执行流程

  1. 读取开关与参数；若禁用则直接退出。
  2. 先消费 knowledge-base/inbox/pending 候选并执行去重整并/入库。
  3. 执行 KB 分数重算：agent-orchestrator/scripts/kb_recompute_scores.sh。
  4. 统计条目状态分布、低分条目、疑似重复条目。
  5. 输出 keeper 报告，供 orchestrator 汇总。

去重与整并规则（V1）

  1. 使用 kb_semantic_dedupe.py 计算相似度，超过阈值（默认 0.85）进入 merge_candidates。
  2. status=DEPRECATED 且 30 天无命中，进入 archive_candidates。
  3. HUMAN_OVERRIDE 连续上升条目进入 watch_candidates。
  4. keeper 报告输出 split_candidates 与 7 天趋势指标，用于收敛拆分/归档策略。

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