DietrichGebert/ponytail
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
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Agentic 開發成本殺手：給用 Claude Code/Cursor 的團隊砍 token 帳單的技能包＋本機外掛
把『懶惰開發思維＋省 token 檢索＋上下文壓縮』打包，讓 agentic 寫程式的 API 帳單立刻降一截，效果可量化。
Monetization
①技能包/外掛買斷（Gumroad/Lemon Squeezy MoR：賣『省 token 工作流＋規則包』）②團隊月費訂閱（含用量儀表板顯示省了多少）③對開發團隊的省成本顧問/導入。工具聯盟可帶 IDE/雲端額度（非 VPN）。落地頁 Adsterra/Monetag＋Ko-fi。
How it works
把 ponytail 的『先想清楚再動手、能不寫就不寫』工作流規則化 → 檢索改用 semble（省 98% token）→ 用 lean-ctx 壓縮/快取上下文避免重貼 → Understand-Anything 先建一次知識圖譜，之後問答走圖譜不全庫掃。外掛內建用量儀表板，對比導入前後 token 花費，把『省了多少』變成可賣的數字。
Open-source parts
MinishLab/semble
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
yvgude/lean-ctx
Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.
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.