by yinsn · Agent Tool · ★ 23
Sortify Let the Agent Steer: Closed-Loop Ranking Optimization via Influence Exchange The first autonomous LLM agent that continuously optimizes live production ranking —observing, reasoning, deciding, and self-correcting without human intervention. English | 中文 Technical Report Architecture Dives [!IMPORTANT] 100% Agent-Generated. The Sortify system itself — 100K lines of production code — and every artifact in this repository (technical reports, architecture dives, figures, and demo video) were generated entirely by AI agents orchestrated by yin.cheng.
| Stars | 23 |
| Forks | 2 |
| Category | Agent Tool |
| Quality Score | 48.3989149735479/100 |
| Last Updated | 2026-03-29 |
| Created | 2026-03-27 |
| Est. Tokens | ~2057k |
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sortify-resources is The first LLM agent that autonomously operates live ranking optimization — from tool to operator. It is categorized as a Agent Tool with 23 GitHub stars.
You can find installation instructions and usage details in the sortify-resources GitHub repository at github.com/yinsn/sortify-resources. The project has 23 stars and 2 forks, indicating an active community.