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thedotmack/how-it-works

Explica cómo claude-mem captura observaciones, cuándo se activa la inyección de memoria y dónde residen los datos. Úsalo cuando el usuario pregunte "¿cómo funciona claude-mem?" o "¿qué está haciendo esto?".

¿Qué es how-it-works?

Esta habilidad está diseñada para ayudar a agentes de IA (como Claude Code, Cursor o Codex) a explicar de manera clara y detallada el funcionamiento interno de la herramienta claude-mem. Su propósito es responder a preguntas genéricas del usuario sobre cómo claude-mem captura observaciones del entorno de desarrollo, cuándo se activa el mecanismo de inyección de memoria para mejorar el contexto de la IA, y dónde se almacenan los datos persistentes. La habilidad se activa automáticamente cuando el usuario formula preguntas como "¿cómo funciona claude-mem?" o "¿qué está haciendo esto?". Al proporcionar una descripción técnica pero accesible, esta habilidad ayuda a los desarrolladores a comprender la arquitectura de claude-mem, su ciclo de vida de operación y las ubicaciones de almacenamiento de datos, fomentando así una mejor adopción y depuración de la herramienta.

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

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Documentación

¿Qué hace how-it-works?

Explica cómo claude-mem captura observaciones, cuándo se activa la inyección de memoria y dónde residen los datos. Úsalo cuando el usuario pregunte "¿cómo funciona claude-mem?" o "¿qué está haciendo esto?".

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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