pathfinder 是做什麼的？
將程式碼庫映射為按功能分組的流程圖，識別跨功能的重複關注點，並提出統一的架構。適用於被要求「尋找理想路徑」、統一重複系統或在重構前審查架構時。輸出建議的統一流程圖及各系統的 /make-plan 提示。
將程式碼庫映射為按功能分組的流程圖，識別跨功能的重複關注點，並提出統一的架構。適用於被要求「尋找理想路徑」、統一重複系統或在重構前審查架構時。輸出建議的統一流程圖及各系統的 /make-plan 提示。
thedotmack/pathfinder 是一個專為開發者與 AI 代理設計的技能，用於將程式碼庫可視化為按功能分組的流程圖。它能自動識別不同功能間的重複邏輯或關注點，並據此提出統一的架構方案。此技能特別適合在執行大規模重構、系統整合或架構審計前使用，能幫助團隊快速掌握系統全貌。支援透過 CLI 或整合至 AI 代理平台（如 Claude、Cursor）使用，操作時只需以自然語言要求「尋找理想路徑」或「統一重複系統」，即可獲得結構化的流程圖輸出與各子系統的具體重構計畫提示。其核心價值在於降低理解複雜程式碼庫的成本，並提供清晰的行動指引，有助於提升維護性與開發效率。
npx skills add https://github.com/thedotmack/claude-mem/tree/main/skills/pathfinderInstalled? Explore more 程式設計與開發 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
將程式碼庫映射為按功能分組的流程圖，識別跨功能的重複關注點，並提出統一的架構。適用於被要求「尋找理想路徑」、統一重複系統或在重構前審查架構時。輸出建議的統一流程圖及各系統的 /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.