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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.

OriginalShow the original description

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-harness3,187 stars(GitHub 3,187 + cccskills 0)

Run score Not tested

See how to install

Good for

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

Files included (2)

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

SKILL.md (original)

Review the instructions the agent will receive before you install.

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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