knowledge-agent は何をしますか？
Claude-mem の観測結果からAI駆動の知識ベースを構築・クエリします。ユーザーが観測履歴から特定テーマの「頭脳」を作成したり、過去の作業パターンについて質問したり、特定トピックに関する専門知識をまとめたい場合に使用します。
Claude-mem の観測結果からAI駆動の知識ベースを構築・クエリします。ユーザーが観測履歴から特定テーマの「頭脳」を作成したり、過去の作業パターンについて質問したり、特定トピックに関する専門知識をまとめたい場合に使用します。
このスキルは、Claude-mem の観測データを活用して、フォーカスされたAI知識ベース（「頭脳」）を構築し、クエリするためのツールです。開発者は、過去の観測履歴から特定のトピックに関する知識を抽出・構造化し、その知識に対して自然言語で質問できるようになります。例えば、「以前のプロジェクトで使用したデータベース設計パターンは？」といった質問を、観測履歴に基づいて回答できます。このスキルはClaude CodeやClineなど、claude-memと連携可能なAIエージェントプラットフォームで動作し、観測データの分析、知識ベースの作成、およびその知識ベースへのクエリ実行という3つの主要機能を提供します。skil.mdには、知識ベースの構築方法やクエリ例が詳細に記載されており、ユーザーは自身の作業パターンを振り返ったり、特定の専門分野に関する知識を効率的に蓄積・活用することが可能です。
npx skills add https://github.com/thedotmack/claude-mem/tree/main/skills/knowledge-agentInstalled? Explore more 生産性＆コラボレーション skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →
Claude-mem の観測結果からAI駆動の知識ベースを構築・クエリします。ユーザーが観測履歴から特定テーマの「頭脳」を作成したり、過去の作業パターンについて質問したり、特定トピックに関する専門知識をまとめたい場合に使用します。
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.