{"slug":"hoangsonww-cache-efficiency","source_name":"hoangsonww/cache-efficiency","name":"Hoangsonww/Cache Efficiency","description":"Analyze prompt-cache effectiveness for Claude Code usage from the Agent Monitor dashboard — cache hit rate (total_cache_read / (total_cache_read + total_input)), cache_write vs cache_read reuse, cache-read vs cache-write spend, and the sessions with the poorest reuse. Pulls token totals from /api/analytics, per-session detail from /api/sessions, and dollar splits from /api/pricing/cost. Use when diagnosing cache spend or deciding whether prompt caching is paying off.","version":1,"lift":{"pass_rate_delta_pts":45.45,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":57.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T22:23:34.394514+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":45.45,"with_pass_pct":81.8,"without_pass_pct":36.4,"tokens_delta_pct":57.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T22:23:34.394514+00:00","run_id":"5845999b-e76f-47e6-9c06-7ef8e37b03c2","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":"aef1dc0dda752e771f481c810fa79bafd6a52c1dc26d9315b7e7ab8b7aa38eb5","raw_url":"https://app.decimal.ai/s/hoangsonww-cache-efficiency/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/hoangsonww-cache-efficiency"}