メニュー
Use when evolving a skill, capturing lessons, promoting patterns, changing routes, updating references, installing skills, validating skill packages, or publishing skill releases.
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。
SOC 職業分類に基づく
Use when choosing technical architecture, project shape, stack, data source, boundaries, deployment model, AI/Agent architecture, or scaffold strategy.
Use when designing or implementing RPA, OCR, CV, LLM production pipelines, browser automation, data governance, analytics reporting, or POC/spike automation.
Use when implementing, fixing bugs, migrating code, wiring APIs, running validation commands, or closing a build/test loop with minimal scoped changes.
Use when a task needs engineering-route judgment before choosing product definition, project inheritance, architecture, execution, build, refactor, review, release, organization, automation, or skill-evolution work.
Use when splitting a feature, writing an implementation plan, choosing worktree strategy, defining vertical slices, validation gates, or review roles before coding.
Use when engineering an organization, company mechanism, SOP, onboarding, interview process, non-software project, WBS, estimate, workspace, knowledge base, table, or document-led operating system.
| name | engineering-skill-evolution |
| description | Use when evolving a skill, capturing lessons, promoting patterns, changing routes, updating references, installing skills, validating skill packages, or publishing skill releases. |
| metadata | {"version":"0.12.0"} |
Skill 升级不是继续堆理念，而是把纠偏分成 lesson、pattern、reference、script/gate 或 install sync，并用验证门禁收口。
SKILL.md、routes、reference、scripts、plugin manifest 或安装路径。SKILL.md 只做路由；新知识默认下沉 reference，重复动作进入 scripts。工程路由: Learn | Skill 自进化 | Governance
当前阶段: 8 PR/发布 / 9 维护
项目形态: Library/SDK
参考依据:
- 路由规则:
- 已读 reference:
- 外部/历史依据:
缺失内容:
下一步 3 个动作:
要创建/更新的文件:
验证门禁:
停止条件:
python3 scripts/skill_doctor.py --jsonpython3 scripts/self_evolve.py check --jsonpython3 scripts/lesson.py validatepython3 scripts/self_evolve.py doctor --jsonreferences/self-evolution-harness.md：Skill 自进化流程和 gate。references/lessons.md：L1 纠偏日志。references/patterns-skill.md：L2 可复用模式。references/prompts-guide.md：capture / promote 等 prompt 工作流。