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Use when generating specific, actionable improvements for skills based on performance data and feedback. Create improvement plans, not just identify problems.
デフォルトでは、最初にソースを確認する Prompt が選択されています。直接コマンドに切り替えるか、ローカルコピーをダウンロードすることもできます。
インストールを決める前に、SKILL.md と SkillsMP に表示されている付属ファイルをお読みください。
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Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
直接コマンドでは確認用 Prompt が省略されます。実行前にソースを確認してください。
npx skills add https://github.com/oyi77/1ai-skills --skill improvement-generatorコマンドは1行のまま表示されます。コピー前に横へスクロールして全体を確認してください。
ローカルで確認しますか？SkillsMP が現在取得できるファイルをダウンロードできます。
SKILL.md を表示中
Android and mobile application security testing — emulators, rooting, traffic interception, dynamic instrumentation. Use when testing mobile apps for vulnerabilities, reversing APKs, or bypassing security controls on Android.
Self-reflection + Self-criticism + Auto-learning from corrections + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when working with self improving.
Plan and execute a comprehensive red team engagement covering reconnaissance through post-exploitation using MITRE ATT&CK-aligned TTPs to evaluate an organization's detection and response capabilities. Use when working with conducting full scope red team engagement.
| name | improvement-generator |
| description | Use when generating specific, actionable improvements for skills based on performance data and feedback. Create improvement plans, not just identify problems. |
| domain | meta |
| author | oyi77 |
| license | Apache-2.0 |
| subdomain | meta-skills |
| tags | ["generator","improvement","meta-learning","self-improvement","skill-evolution"] |
| persona | {"name":"Continuous Improvement Lead","expertise":"Root cause analysis, solution design, prioritization","philosophy":"Every problem has a solution"} |
| version | 1.0.0 |
Trigger phrases:
Use cases:
When NOT to use:
/improvement-generator create --skill seo-optimizer --data performance-report
/improvement-generator prioritize --impact high --effort low
/improvement-generator plan --improvement "optimize-caching"
### Output Format
```yaml
improvement_plan:
skill: seo-optimizer
generated: 12_improvements
prioritized:
- id: IMP-001
title: "Add response caching"
impact: high
effort: medium
expected_gain: "40% faster"
implementation_steps:
- Add cache layer
- Implement TTL
- Add cache invalidation
estimated_time: 2_hours
Improvement Generator is a foundational meta-skills skill that provides skill management capabilities for the agent ecosystem.
| Rationalization | Reality |
|---|---|
| "Skills do not need to evolve" |
| Static skills become outdated. Self-evolving skills improve continuously. |
| "Manual skill management is fine" | With 1000+ skills, manual management is impossible. Automate. |
| "Performance does not matter" | Skill performance directly impacts agent effectiveness. Track it. |