{"slug":"stijnman-predictive-cache-manager","source_name":"stijnman/predictive-cache-manager","name":"Stijnman/Predictive Cache Manager","description":"Caches frequent tool results and prefetches likely next requests. Use for re peated workflows or user says cache results, prefetch. Use when the user nee ds this capability. Triggers: cache results, prefetch, reuse cache, avoid re peat fetch.","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":-42,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T00:34:35.212725+00:00"},"skill_score":0.7273,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":72.7,"without_pass_pct":50,"tokens_delta_pct":-42,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-03T00:34:35.212725+00:00","run_id":"366bb474-306a-49c5-9872-7777dcbab4d2","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":"f6140179fd73ccb80d2fc112525ed8771204cfd79a88fb2c5f8cd6a4c5657e14","raw_url":"https://app.decimal.ai/s/stijnman-predictive-cache-manager/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/stijnman-predictive-cache-manager"}