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thedotmack/how-it-works

解释 claude-mem 如何捕获观察结果、何时触发记忆注入以及数据存储位置。当用户询问“claude-mem 如何工作?”或“这是做什么的?”时使用。

how-it-works 是什么?

这个 AI 助手技能提供了关于 claude-mem 内部工作原理的详细说明,涵盖三个核心方面:观察捕获机制、记忆注入触发条件以及数据存储位置。当用户对 claude-mem 的操作机制感到好奇时,此技能会以清晰且易懂的方式解释这些概念。它适用于各种 AI 代理平台,帮助开发者理解 claude-mem 的行为及其实用性。通过遵循 SKILL.md 中的说明,该技能还指导用户如何有效使用 claude-mem 功能,确保正确配置并避免常见陷阱。

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

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how-it-works 是做什么的?

解释 claude-mem 如何捕获观察结果、何时触发记忆注入以及数据存储位置。当用户询问“claude-mem 如何工作?”或“这是做什么的?”时使用。

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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