仓库/Skill 库

构建、评估并优化 AI 系统。涵盖 evals、RAG、agents、微调、合成数据生成、数据集管理、MCP 等内容。Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

你的 agent 为已读输出重复付费。OMNI 改为返回句柄：同一文件读取两次可降低 97.2% 成本。无内容删改，无凭空生成。Your agent pays twice for output it has already seen. OMNI returns a handle instead: 97.2% off a file read twice. Nothing deleted, nothing invented.