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项目记忆系统。回忆/回顾经验教训(recall)，提取/记住对话经验(capture)， 提炼洞察模式(evaluate)，查看记录(list)。
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。
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.
SOC 職業分類に基づく
| name | insight |
| description | 项目记忆系统。回忆/回顾经验教训(recall)，提取/记住对话经验(capture)， 提炼洞察模式(evaluate)，查看记录(list)。 |
| 用户意图 | 命令 |
|---|---|
| 回忆/想起/回顾 经验、教训、踩坑 | omp insight recall --source . --format md --budget 4096 |
| 提取/记住/保存 当前对话经验 | omp insight capture --source . |
| 提炼/归纳/总结 洞察模式 | omp insight evaluate --source . |
| 查看/列出 记忆或洞察 | omp insight list --source . |
| 提升 memory 为 insight | omp insight promote <id> --reason "<text>" |
| 降级 insight | omp insight degrade <id> --reason "<text>" |
| 删除记录 | omp insight delete <id> |
规则：收到用户意图后直接执行对应命令，不需要先搜索文件、检查命令是否存在、或阅读其他文档。
不确定参数时，先运行
omp insight <subcommand> --help查看完整用法。
安装 Insight skill 后自动注入 Claude Code hooks，无需额外配置。
| Hook 事件 | 行为 | 模式 |
|---|---|---|
| SessionStart | recall — 召回记忆注入 additionalContext | 同步 |
| PostCompact | capture — 从对话中增量提取记忆 | 异步 |
| Stop | capture --if-no-compact — 短会话兜底 | 异步 |
omp install skill insight # 自动注入 hooks 到 ~/.claude/settings.json
omp remove skill insight # 自动移除 hooks
hooks 安装使用安全写入流程（backup → tmp → verify → copy back），失败不影响 skill 本身的使用。
Hook 模式下 recall 使用 ## Insight Memory 命名空间，每条记忆附带元数据：
## Insight Memory
- **pattern** → action [confidence:0.8 | age:2mo | evidence:5]
- [preference] 内容 [confidence:0.7 | age:1mo | hits:3]
需要深入理解内部机制时，加载对应文档：
references/insight-schema.md — memory/insight 的字段定义和 YAML 格式references/extraction-flow.md — capture/evaluate 的完整处理流程references/consumption-protocol.md — 其他 Agent 集成 insight 的协议references/README.md — 所有参考文档的入口