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程式碼知識圖譜即服務:丟一個 repo → 可互動探索的架構地圖,加速 onboarding/code review

把任何程式庫自動轉成可點擊探索、可問答的知識圖譜,新人三天上手變三小時,同時省 98% 檢索 token。

Difficulty: medium 3–4 週(圖譜引擎串接+報告模板+訂閱/席次閘門;先 CLI/web MVP,再包桌面版)。

Monetization

①SaaS 訂閱(按 repo 數/團隊席次)②macOS 桌面版買斷(離線、私有碼不外流,走 MoR)③對工程團隊/接案者賣『一次性 codebase 體檢報告』做漏斗 ④落地頁 Adsterra/Monetag+Ko-fi。不碰 VPN。

How it works

指定 repo → Understand-Anything 建出函式/模組/依賴的可互動知識圖譜 → semble 提供省 token 的精準檢索讓問答便宜 → open-codex 自動走查產出『新人導覽路線+風險熱點』→ 前端專案再用 design-extract 抽出設計系統。輸出互動式網頁+PDF 體檢報告(沿用 OSS Radar 既有 Jinja2 模板);私有版全本機跑、碼不外流。

Open-source parts

Egonex-AI/Understand-Anything

Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

🧩 Agent Skills ClaudeCursorCodex ✓ Commercial OK ★ 75,353

MinishLab/semble

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

🔌 MCP Servers 🖥 Server ✓ Commercial OK ★ 5,661

iFurySt/open-codex-computer-use

👾 Open Computer Use – Open-Source Alternative to Codex Computer Use

🔌 MCP Servers 🖥 ServerClaudeCodexGemini ✓ Commercial OK ★ 1,480

Manavarya09/design-extract

Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.

🔌 MCP Servers 🖥 ServerClaudeCursorWindsurf ✓ Commercial OK ★ 3,363