Agent-Skills.md

Agent Skills: Failure Codifier

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.

UncategorizedID: Chachamaru127/claude-code-harness/failure-codifier

Repository

Chachamaru127/claude-code-harness
Chachamaru127License: MIT
2,964286

Install this agent skill to your local

pnpm dlx add-skill https://github.com/Chachamaru127/claude-code-harness/tree/HEAD/skills/failure-codifier

Skill Files

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skills/failure-codifier/SKILL.md

Skill Metadata

Name
failure-codifier
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."

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