菜单
Evolve project skills and CLAUDE.md based on real usage data. Use when you want to audit and improve skills in the current project using cross-project session analysis, user feedback from memories, and rule consistency checks. Do NOT use for one-off skill fixes or new skill creation.
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
Generate a daily AI tech brief: scan configured sources (X accounts, blogs, tech communities), filter high-value items, and render a card-based HTML newsletter. Use when the user asks for a daily AI digest, tech briefing, information scan, or says "今日简报", "AI 日报", "tech brief", "扫一遍今天的信息". Do NOT use for deep research on a single topic (use deep-research), or for X account content curation without the brief format.
Generate a daily GitHub trending project-intelligence report: fetch trending repos, study README/API evidence, answer each repo's purpose/content/value in Chinese, and publish a lens-first HTML digest to html-serve. Use when the user asks for GitHub trending, hot repos, 今日 GitHub 热门, trending 项目报告, or a daily open-source project digest. Do NOT use for deep research on a single repo (use deep-research) or general AI news briefs (use daily-ai-brief).
Use when designing a polished static HTML page prototype and its DESIGN.md: clarify the user's page scenario, choose an information organization model, search DESIGN.md references, create multiple adjustable prototypes, publish them to html-serve, and iterate from user feedback. Do NOT use for routine publishing of an already-approved HTML template.
Use when turning one or more IMAP mailboxes into structured local outputs: classified JSONL events, downloaded attachments, and auditable processing state. Use for repeatable mailbox ingestion, classification, and attachment archiving SOPs. Do NOT use for sending mail, MCP email tools, one-off email reading, or full email-client workflows.
Use Web Operator to inspect, navigate, extract, and run site-specific SOP workflows in a local Chrome-family browser. Use when the user needs a workflow on a live Chrome tab, a bundled site workflow script should run, or a page already open in Chrome should be inspected or debugged.
Create a new Agent Skill from a requirement — grounding on what a skill is, clarifying what to build, picking a skill pattern, drafting SKILL.md plus references, and reviewing the result. Use when the user says "写个 skill", "创建 skill", "把这个能力做成 skill", "build a skill", "make a skill", or asks to author or scaffold a skill, even without naming the format. Do NOT use for restructuring an existing skill (skill-refine), auditing a finished skill (skill-review), or non-skill Markdown.
| name | evolution |
| description | Evolve project skills and CLAUDE.md based on real usage data. Use when you want to audit and improve skills in the current project using cross-project session analysis, user feedback from memories, and rule consistency checks. Do NOT use for one-off skill fixes or new skill creation. |
基于实证数据驱动项目 skills 和 CLAUDE.md 的持续演进。
omp evolution scan [--source <dir>] [--days <n>]
omp evolution history [--limit <n>]
不确定参数时，先运行
omp evolution <subcommand> --help查看完整用法。
omp evolution scan，获取机械信号 + session 样本references/evidence-sources.md，理解数据含义references/mutation-operators.md，理解算子映射| # | 目标 | 类型 | 证据 | 建议算子 | 优先级 |
|---|------|------|------|---------|--------|
references/guard-checks.md）
omp test skill <name>omp insight list --source . 获取当前项目的 memory 列表references/memory-validity.md，对照本轮修复内容逐条过三个 yes/no 问题| # | memory ID | 摘要 | 失效类型 | 判断依据 |
|---|-----------|------|---------|---------|
omp insight delete <id>HARD-GATE 继承：每条删除必须用户确认，禁止批量自动执行。
每次修复完成后追加一行（tab 分隔）：
date commit target operator status description
文件路径：~/.local/share/oh-my-superpowers/evolution/projects/<project>/results.tsv
| 场景 | 文档 |
|---|---|
| 数据源定义 | references/evidence-sources.md |
| 变异算子 + 证据映射 | references/mutation-operators.md |
| Guard 检查规则 | references/guard-checks.md |
| Memory 失效判断规则 | references/memory-validity.md |