knowledge-agent 是做什麼的？
從 claude-mem 的觀察記錄建立並查詢 AI 驅動的知識庫。當用戶想要從他們的觀察歷史中建立專注的「大腦」、詢問過去工作模式的相關問題，或針對特定主題彙整專業知識時使用。
從 claude-mem 的觀察記錄建立並查詢 AI 驅動的知識庫。當用戶想要從他們的觀察歷史中建立專注的「大腦」、詢問過去工作模式的相關問題，或針對特定主題彙整專業知識時使用。
這個技能允許使用者從 claude-mem 的觀察記錄中建立 AI 驅動的知識庫。它能夠將過去的觀察、工作模式與專業知識彙整成一種結構化、可查詢的「大腦」，讓使用者可以針對特定主題進行深度提問與探索。此技能支援多種開發平台，例如 Claude Code、Cursor 或 Codex，並透過讀取 claude-mem 的記錄檔案來萃取重要資訊。其運作方式是先掃描使用者的觀察歷史，然後利用 AI 技術建立一個語義索引或知識圖譜，最後提供一個自然語言查詢介面，讓使用者能以對話方式檢索與分析過去的知識。這對於需要快速回顧複雜專案脈絡、學習過去解決方案或建立個人知識體系的開發者特別有幫助。
npx skills add https://github.com/thedotmack/claude-mem/tree/main/skills/knowledge-agentInstalled? Explore more 生產力與協作 skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →
從 claude-mem 的觀察記錄建立並查詢 AI 驅動的知識庫。當用戶想要從他們的觀察歷史中建立專注的「大腦」、詢問過去工作模式的相關問題，或針對特定主題彙整專業知識時使用。
This repo contains 11 individual skills — each has its own dedicated page.
Watch a pull request or review cycle until it is ready to merge. Use when asked to babysit, monitor, or keep checking PR comments, reviews, and CI until all actionable issues are resolved.
Automated semantic versioning and release workflow for Claude Code plugins. Handles version increments across package.json, marketplace.json, plugin.json manifests, build verification, git tagging, GitHub releases, and changelog generation. NPM publishing (so `npx [email protected]` resolves) is handed off to the human maintainer, who raised npm security.
Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.
Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem work?" or "what is this thing doing?".
Prime a codebase by reading every source file in full. Use when starting work on a new or unfamiliar project, or when the user asks to "learn the codebase", "read the codebase", "prime", or "get up to speed".
Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — especially before executing with do.
Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from previous sessions.
Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified architecture. Use when asked to "find the ideal path," unify duplicated systems, or audit architecture before a refactor. Emits a proposed unified flowchart plus per-system /make-plan prompts.
Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, find functions, or explore a codebase efficiently.
Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline. Use when asked for a timeline report, project history analysis, development journey, or full project report.
Turn one document into a kawaii NotebookLM slide-deck PDF. Use for "wowerpoint this", "make a deck about <file>", "turn this report into slides", or any request to render a single document as shareable narrative slides.
Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.
Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.
Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.
Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.
List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.