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thedotmack/smart-explore

ツリーシッターAST解析を用いたトークン最適化の構造的コード検索です。コード構造の理解、関数の検出、コードベースの効率的な探索に、ファイル全体を読む代わりに使用します。

smart-explore とは?

thedotmack/smart-exploreは、開発者やAIエージェントがコードベースを効率的に探索・理解するためのスキルです。ツリーシッター(tree-sitter)によるAST解析を活用し、ファイル全体を読み込むことなくコードの構造を把握できます。特に、関数の検出、コード構造の理解、プロジェクト全体の俯瞰に役立ち、トークン消費を大幅に削減します。Claude CodeやCursor、CodexなどのAIエージェントプラットフォームと連携可能で、SKILL.mdに基づき、指定されたクエリに応じて構造解析結果を提供します。このスキルは、大規模なコードベースでの作業効率を飛躍的に向上させ、不要なトークン使用を抑えながら正確なコード理解を実現します。

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

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ドキュメント

smart-explore は何をしますか?

トークン最適化の構造的コード検索を、ツリーシッターAST解析を用いて実現します。コード構造の理解、関数の検出、コードベースの効率的な探索が必要な場合に、ファイル全体を読む代わりに使用してください。

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/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/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