{"slug":"xu-xiang-cost-aware-llm-pipeline","source_name":"xu-xiang/cost-aware-llm-pipeline","name":"Xu Xiang/Cost Aware LLM Pipeline","description":"LLM API 使用成本优化模式——基于任务复杂度的模型路由、预算跟踪、重试逻辑和提示词缓存。","version":1,"lift":{"pass_rate_delta_pts":30.43,"pass_rate_pct":91.3,"total_cases":23,"passed_cases":21,"tokens_delta_pct":40.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T16:26:42.976025+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":30.43,"with_pass_pct":91.3,"without_pass_pct":60.9,"tokens_delta_pct":40.9,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-12T16:26:42.976025+00:00","run_id":"fc7876c9-7996-479f-a809-beb41af2160b","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"d10dd936fd37296c230142112fe792179491b55082ff8042cfdb459485f06e76","raw_url":"https://app.decimal.ai/s/xu-xiang-cost-aware-llm-pipeline/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/xu-xiang-cost-aware-llm-pipeline"}