{"slug":"cost-aware-llm-pipeline","source_name":"cost-aware-llm-pipeline","name":"Cost Aware LLM Pipeline","description":"Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.","version":2,"lift":{"pass_rate_delta_pts":45.45,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":36.7,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-17T21:20:35.144746+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":45.45,"with_pass_pct":100,"without_pass_pct":54.5,"tokens_delta_pct":36.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-17T21:20:35.144746+00:00","run_id":"9c8dfd86-909d-402e-8244-22cece6d7db2","version_number":2,"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":1,"manifest_hash":"33fe4a3122e5c7f7cbd0fb494fb37f134deca2b7902ca4b3bda4445aeac29caa","raw_url":"https://app.decimal.ai/s/cost-aware-llm-pipeline/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/cost-aware-llm-pipeline"}