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failure-codifier

Analyze orchestration logs and the Judgment Ledger to identify recurring failures and produce confidence-scored failure-rule.v1 proposals. The skill works read-only; any proposed addition to patterns.md or decisions.md requires human review and is never applied automatically.

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原文查看原文说明

Extract recurring failure patterns from breezing orchestration logs and Judgment Ledger, emit failure-rule.v1 proposals with confidence scores. SSOT promotion to patterns.md or decisions.md is proposal-only — human-approval-required. Use when user mentions failure codifier, failure patterns, self-learning loop, codify failures, or failure-rule proposals. Do NOT load for: direct SSOT edits, auto-promotion, or implementation unrelated to failure analysis.

Chachamaru127/claude-code-harness星标 3,187(GitHub 3,187 + cccskills 0)

实测评分 未实测

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适用场景

  • Finding recurring failures in orchestration logs
  • Drafting confidence-scored failure rules
  • Reviewing evidence before updating the SSOT
  • Explaining a proposed failure pattern

包含的文件(2)

  • SKILL.md2.8 KB
  • references/promotion-workflow.md2.5 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Failure Codifier

breezing orchestration ledger + Judgment Ledger から再現失敗を read-only で抽出し、failure-rule.v1 候補を confidence score 付きで提案します。

核心契約

  • human-approval-required: codifier は dry-run 提案のみ。patterns.md / decisions.md への自動昇格は構造的に禁止。
  • Confidence 閾値: occurrence count ≥ 3 → medium、count ≥ 5 → high(go/internal/failurecodifier/confidence.go)。
  • 昇格先 heuristic: proposed_ssot_target フィールドで patterns.md または decisions.md を提案するのみ。

使い方

Dry-run 提案(推奨)

./scripts/failure-codifier-propose.sh --dry-run

stdout は JSON 配列(failure-rule.v1 候補)。SSOT ファイルには一切書き込みません。

Go テスト

cd go && go test ./internal/failurecodifier/... -count=1

参照

禁止事項

  • patterns.md / decisions.md への Write / Edit(human 承認後も codifier 経由では不可)
  • AutoPromote / unattended SSOT 更新
  • Plans.md の cc:* マーカー変更

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