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thedotmack/mem-search

claude-memの永続的クロスセッションメモリデータベースを検索します。ユーザーが「これはすでに解決した?」「前にXはどうやってやった?」と尋ねたり、以前のセッションの作業が必要な場合に使用します。

mem-search とは?

thedotmack/mem-searchは、Claude CodeなどのAIエージェント向けに設計されたスキルで、claude-memの永続的なクロスセッションメモリデータベースに対してセマンティック検索を実行します。これにより、エージェントは「前にこの問題を解決したか?」、「Xを以前どのように実装したか?」といったユーザーの質問に答えるため、過去のセッションの記憶を効率的に呼び出せます。本スキルは、各メモリエントリをベクトル埋め込みとして保存し、クエリとの類似性に基づいて関連する結果をランク付けして返します。主な利点は、AIエージェントに長期記憶の機能を提供し、新しいセッションで以前の知識や作業を引き継げるようにすることです。これは特に、大規模なコードベースで作業する開発者や、複数セッションにわたるプロジェクトのコンテキスト維持に役立ちます。

対応✓Claude Code~Codex CLI~Cursor
npx skills add https://github.com/thedotmack/claude-mem/tree/main/skills/mem-search

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ドキュメント

mem-search は何をしますか?

claude-memの永続的クロスセッションメモリデータベースを検索します。ユーザーが「これはすでに解決した?」「前にXはどうやってやった?」と尋ねたり、以前のセッションの作業が必要な場合に使用します。

Individual skills in this repo

This repo contains 11 individual skills — each has its own dedicated page.

thedotmack/babysit

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.

thedotmack/claude-code-plugin-release

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.

thedotmack/do

Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.

thedotmack/how-it-works

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?".

thedotmack/knowledge-agent

Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history, ask questions about past work patterns, or compile expertise on specific topics.

thedotmack/learn-codebase

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".

thedotmack/make-plan

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.

thedotmack/pathfinder

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.

thedotmack/smart-explore

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.

thedotmack/timeline-report

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.

thedotmack/wowerpoint

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.

関連スキル