thedotmack/smart-explore

Recherche structurelle de code optimisée en tokens via l'analyse AST tree-sitter. À utiliser à la place de la lecture complète des fichiers lorsque vous devez comprendre la structure du code, trouver des fonctions ou explorer efficacement une base de code.

Qu'est-ce que smart-explore ?

Smart-explore est un outil de recherche structurelle de code qui utilise tree-sitter pour effectuer une analyse AST (Abstract Syntax Tree), minimisant la consommation de tokens par rapport à la lecture intégrale des fichiers. Idéal pour les agents IA comme Claude Code ou Cursor, ce skill permet d'identifier rapidement des fonctions, des classes, des imports et d'autres constructions syntaxiques sans charger l'intégralité des fichiers sources. Il fonctionne en extrayant les nœuds significatifs du code (définitions de fonctions, déclarations de variables, etc.) et en les présentant sous forme résumée. Cela permet une exploration plus rapide et plus économique des bases de code volumineuses, en ne transmettant que les informations structurelles essentielles à l'agent.

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

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Documentation

Que fait smart-explore ?

Recherche structurelle de code optimisée en tokens à l'aide de l'analyse AST tree-sitter. À utiliser à la place de la lecture complète des fichiers lorsque vous devez comprendre la structure du code, trouver des fonctions ou explorer efficacement une base de code.

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.

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