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thedotmack/mem-search

搜索 claude-mem 的持久化跨会话记忆数据库。当用户询问“我们之前解决过这个问题吗?”、“上次我们是怎么做X的?”或需要以前会话中的工作时使用。

mem-search 是什么?

该技能允许AI助手(如Claude)在claude-mem持久化跨会话记忆数据库中进行搜索。它解决了长期会话中信息丢失的问题,使助手能够检索并回顾过去会话中的解决方案、讨论和上下文。基于用户自然语言查询(如“我们之前解决过这个问题吗?”),它会生成搜索查询并返回相关记录。此功能可维护对话连续性,避免重复工作,并从历史交互中提取知识。主要适用于利用持久记忆功能的Claude会话,但也可适应其他支持记忆数据库访问的AI平台。

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

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mem-search 是做什么的?

搜索 claude-mem 的持久化跨会话记忆数据库。当用户询问“我们之前解决过这个问题吗?”、“上次我们是怎么做X的?”或需要以前会话中的工作时使用。

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/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/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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