What is smart-sourcing?
balancing accuracy with token efficiency. Source: athola/claude-night-market.
balancing accuracy with token efficiency.
Quickly install smart-sourcing AI skill to your development environment via command line
Source: 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 |
balancing accuracy with token efficiency. Source: athola/claude-night-market.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/athola/claude-night-market --skill smart-sourcingbalancing accuracy with token efficiency. Source: athola/claude-night-market.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/athola/claude-night-market --skill smart-sourcing Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/athola/claude-night-market