什麼是 smart-sourcing?
平衡準確性和代幣效率。 來源:athola/claude-night-market。
平衡準確性和代幣效率。
透過命令列快速安裝 smart-sourcing AI 技能到你的開發環境
來源:athola/claude-night-market。
Intelligent sourcing that requires citations only when the cost is justified by the value of verification.
Full sourcing is prohibitively expensive (10-16x token increase). Smart sourcing targets high-value claims where verification materially improves accuracy.
| Version numbers | "Python 3.12 added..." | Versions change, easy to verify | | Performance claims | "30% faster than..." | Quantitative claims need evidence | | Security recommendations | "Use bcrypt for..." | Security advice must be current | | API specifications | "The function accepts..." | APIs change between versions |
平衡準確性和代幣效率。 來源:athola/claude-night-market。
為搜尋與 AI 引用準備的穩定欄位與指令。
npx skills add https://github.com/athola/claude-night-market --skill smart-sourcing平衡準確性和代幣效率。 來源:athola/claude-night-market。
開啟你的終端機或命令列工具(如 Terminal、iTerm、Windows Terminal 等) 複製並執行以下指令:npx skills add https://github.com/athola/claude-night-market --skill smart-sourcing 安裝完成後,技能將自動設定到你的 AI 程式設計環境中,可以在 Claude Code、Cursor 或 OpenClaw 中使用
https://github.com/athola/claude-night-market