什么是 smart-sourcing?
平衡准确性和代币效率。 来源:athola/claude-night-market。
平衡准确性和代币效率。
通过命令行快速安装 smart-sourcing AI 技能到你的开发环境
来源: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 |
平衡准确性和代币效率。 来源:athola/claude-night-market。
为搜索与 AI 引用准备的稳定字段与命令。
npx skills add https://github.com/athola/claude-night-market --skill smart-sourcing平衡准确性和代币效率。 来源:athola/claude-night-market。
打开你的终端或命令行工具(如 Terminal、iTerm、Windows Terminal 等) 复制并运行以下命令:npx skills add https://github.com/athola/claude-night-market --skill smart-sourcing 安装完成后,技能将自动配置到你的 AI 编程环境中,可以在 Claude Code、Cursor 或 OpenClaw 中使用
https://github.com/athola/claude-night-market