Community程式設計與開發github.com

thedotmack/how-it-works

解釋 claude-mem 如何擷取觀察結果、何時啟用記憶注入,以及資料儲存在何處。當使用者詢問「claude-mem 如何運作?」或「這個東西在做什麼?」時使用。

how-it-works 是什麼?

此技能旨在透過解答 claude-mem 的運作機制來回應使用者的提問。它詳細說明了 claude-mem 如何擷取觀察結果,包括事件監聽和資料收集的流程。此外,它也解釋了記憶注入的觸發條件,讓開發者了解何時以及如何將擷取的資訊回饋給 AI 模型。最後,它涵蓋了資料的儲存位置與方式,確保使用者能掌握資料的流向與安全性。此技能支援多種平台,並以清晰的步驟和結構化說明呈現,便於開發者快速理解其內部邏輯。

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

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說明文件

how-it-works 是做什麼的?

解釋 claude-mem 如何擷取觀察結果、何時啟用記憶注入,以及資料儲存在何處。當使用者詢問「claude-mem 如何運作?」或「這個東西在做什麼?」時使用。

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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