菜单
Find bottlenecks and unnecessary work, then improve speed, memory, and scalability with measured, behavior-preserving changes, applying the repo's evolving `optimizer` role (.claude/roles/optimizer.md). Invoke explicitly.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
A hook-driven coach that watches your prompts to Claude Code and nudges you toward proven prompting best practices (definition-of-done, scoped references, guardrails, verification). Ships a tiered rule catalog; rules quietly graduate once you consistently apply them so the coach fades as you improve. Beta.
Design a scalable system — architecture, data flow, APIs, schema, caching — then implement its minimal production version, applying the repo's evolving `architect` role (.claude/roles/architect.md). Invoke explicitly.
Run any registered role from the repo's evolving role repository (.claude/roles/) against a target — the generic solo dispatcher for roles that have no dedicated wrapper skill. Invoke explicitly.
Scaffold a complete, production-ready application from scratch — architecture first, then a minimal but scalable MVP — applying the repo's evolving `builder` role (.claude/roles/builder.md). Invoke explicitly.
Investigate a bug step by step, find the true root cause, and ship a robust production-ready fix, applying the repo's evolving `debugger` role (.claude/roles/debugger.md). Invoke explicitly.
Restructure code into clean architecture — separate concerns, raise modularity, reduce coupling, behavior unchanged — applying the repo's evolving `refactorer` role (.claude/roles/refactorer.md). Invoke explicitly.
| name | optimizer |
| description | Find bottlenecks and unnecessary work, then improve speed, memory, and scalability with measured, behavior-preserving changes, applying the repo's evolving `optimizer` role (.claude/roles/optimizer.md). Invoke explicitly. |
| argument-hint | [code / path / hot path] |
| disable-model-invocation | true |
Target: $ARGUMENTS
.claude/roles/optimizer.md exists, read it — it is the canonical, evolving copy. If not, read role.md (the seed shipped with this skill), copy it verbatim to .claude/roles/optimizer.md, then proceed.## Learnings (core) and ## Learnings (solo).## Learnings (solo) in .claude/roles/optimizer.md: - YYYY-MM-DD — <one sentence>. Don't log routine one-pass outcomes.