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thedotmack/smart-explore

Búsqueda estructural de código optimizada en tokens mediante análisis AST con tree-sitter. Úsala en lugar de leer archivos completos cuando necesites entender la estructura del código, encontrar funciones o explorar una base de código de manera eficiente.

¿Qué es smart-explore?

Esta habilidad proporciona una búsqueda estructural de código optimizada en tokens, aprovechando el análisis de árboles de sintaxis abstracta (AST) con tree-sitter. Es especialmente útil para desarrolladores y agentes de IA que necesitan comprender la estructura de un código base, localizar funciones específicas o explorar archivos grandes sin consumir una cantidad excesiva de tokens. La habilidad funciona extrayendo nodos AST relevantes en lugar de leer archivos completos, lo que reduce drásticamente el uso de tokens mientras se mantiene la información contextual esencial. Es compatible con múltiples lenguajes de programación gracias a la flexibilidad de tree-sitter, y su uso principal es como reemplazo eficiente de la lectura completa de archivos en flujos de trabajo de análisis de código o generación de resúmenes estructurales.

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

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Documentación

¿Qué hace smart-explore?

Búsqueda estructural de código optimizada en tokens mediante análisis AST con tree-sitter. Úsala en lugar de leer archivos completos cuando necesites entender la estructura del código, encontrar funciones o explorar una base de código de manera eficiente.

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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