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thedotmack/how-it-works:仕組みの説明

claude-memがどのように観測結果を取得し、メモリインジェクションがいつ有効になり、データがどこに保存されるかを説明します。ユーザーが「claude-memはどう動くの?」や「これは何をしているの?」と尋ねたときに使用します。

how-it-works:仕組みの説明 とは?

このスキルは、ユーザーがAIエージェント(Claude Codeなど)の動作に関する質問をしたときに、内部メカニズムをわかりやすく説明するためのものです。具体的には、claude-memが観測(observations)をどのようにキャプチャするか、メモリインジェクション(memory injection)が発動する条件、およびデータが実際に保存される場所について説明します。このスキルは、ユーザーが「claude-memはどう動くの?」や「これは何をしているの?」と尋ねた場面で呼び出されることを想定しています。開発者やパワーユーザーにとって、AIエージェントの内部状態や記憶管理の仕組みを理解するのに役立ちます。プラットフォームとしてはClaude Codeを主なターゲットとしており、SKILL.mdに基づいて明確で簡潔な回答を提供します。

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

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ドキュメント

how-it-works:仕組みの説明 は何をしますか?

claude-memがどのように観測結果を取得し、メモリインジェクションがいつ有効になり、データがどこに保存されるかを説明します。ユーザーが「claude-memはどう動くの?」や「これは何をしているの?」と尋ねたときに使用します。

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/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/mem-search

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.

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.

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