pathfinder 是做什么的？
将代码库映射为按功能分组的流程图，识别跨功能的重复问题，并提出统一架构。在需要“寻找理想路径”、统一重复系统或在重构前审计架构时使用。输出统一的流程图和每个系统的/make-plan提示。
将代码库映射为按功能分组的流程图，识别跨功能的重复问题，并提出统一架构。在需要“寻找理想路径”、统一重复系统或在重构前审计架构时使用。输出统一的流程图和每个系统的/make-plan提示。
thedotmack/pathfinder 是一款AI技能，旨在帮助开发者深入分析代码库，将其结构化为按功能分组的流程图。这些流程图能够清晰地展示各个功能模块的依赖关系和调用路径，同时自动识别跨功能的重复关注点（如重复的逻辑、服务或数据流）。基于这些分析，该技能会提出一个统一的架构方案，以减少冗余、提高可维护性。该技能特别适用于需要“寻找理想路径”、统一重复系统或在重大重构前进行架构审计的场景。支持在 Claude Code、Cursor 等 AI 代理平台中通过自然语言指令触发。使用后，它会生成一个统一的流程图，以及每个子系统对应的 /make-plan 提示，以指导后续的具体实施步骤。
npx skills add https://github.com/thedotmack/claude-mem/tree/main/skills/pathfinderInstalled? Explore more 编程与开发 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
将代码库映射为按功能分组的流程图，识别跨功能的重复问题，并提出统一架构。在需要“寻找理想路径”、统一重复系统或在重构前审计架构时使用。输出统一的流程图和每个系统的/make-plan提示。
This repo contains 11 individual skills — each has its own dedicated page.
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.
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.
Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.
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?".
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.
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".
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.
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.
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.
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.
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.
Send and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.
Control Eight Sleep pods (status, temperature, alarms, schedules).
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Create, search, and manage Bear notes via grizzly CLI.
Capture frames or clips from RTSP/ONVIF cameras.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.