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skill-editing
Use when an existing skill needs updating based on new evidence
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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Use when an existing skill needs updating based on new evidence
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use when processing conversations to extract reusable knowledge (entities, facts, processes)
Use after completing any task to extract reusable patterns
Use when you've identified a recurring pattern worth abstracting into a skill
Use before starting any task to find relevant skills
Advanced Python development guidance with focus on architecture, design patterns, code quality, type safety, and modern best practices. Use when designing Python systems, refactoring codebases, implementing complex features, reviewing architecture decisions, applying design patterns, or ensuring code follows best practices for maintainability, testability, and performance.
| name | skill-editing |
| description | Use when an existing skill needs updating based on new evidence |
| trigger_pattern | When a skill receives negative feedback or new evidence contradicts it |
| tags | ["meta","editing","evolution"] |
| version | 1 |
| is_protected | true |
| q_value | 0.5 |
| q_update_count | 0 |
NO EDIT WITHOUT EVIDENCE.
Every skill edit must be justified by concrete evidence: feedback signals, new processes, or observed failures.
Skill needs attention:
├── Q-value < 0.3 with 5+ uses?
│ ├── Fixable with content update?
│ │ └── YES → Edit content
│ └── Fundamentally wrong approach?
│ └── YES → Deprecate and create new
├── Q-value < 0.1 with 5+ uses?
│ └── Auto-suspended → Review for deprecation
├── New evidence contradicts skill?
│ ├── Minor correction needed?
│ │ └── Edit without version bump
│ └── Major change to approach?
│ └── Edit with version bump
├── Skill content is stale?
│ └── Update with version bump
└── Skill is protected?
└── Requires force=True and clear justification
skill_edit(name, new_content, version_bump=False, reason="Clarified step 3")
skill_edit(name, new_content, version_bump=True, reason="Added heap analysis step based on proc_xxx evidence")
Mark as suspended rather than deleting:
skill_edit(name, metadata_updates={"is_suspended": true}, reason="Superseded by skill-xyz")
Meta-skills (skill-discovery, skill-creation, etc.) are protected:
force=True to edit| Action | Minimum Evidence |
|---|---|
| Minor edit | 1 feedback signal or observation |
| Major edit | 2+ feedback signals or new process data |
| Deprecation | 3+ failure signals or clear supersession |
| Protected edit | Documented reasoning + 2+ evidence points |