{"slug":"jpvarbed-determinize-refactor","source_name":"jpvarbed/determinize-refactor","name":"Jpvarbed/Determinize Refactor","description":"Analyze a prompt-heavy skill/plugin and produce a prioritized migration plan that moves deterministic instructions out of prose into scripts or structured contracts — improving reliability and cutting token cost. Use when the user says \"reduce prompt tokens\", \"make this skill deterministic\", \"script-mode this skill\", or \"audit a skill for token bloat\". Outputs a Markdown audit report with a token summary and per-file conversion plan, NOT code. NOT for authoring a skill from scratch (use writing-","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":63.6,"total_cases":22,"passed_cases":14,"tokens_delta_pct":72.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T00:05:59.987345+00:00"},"skill_score":0.6364,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":63.6,"without_pass_pct":31.8,"tokens_delta_pct":72.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-03T00:05:59.987345+00:00","run_id":"ba84a60e-166b-4aac-887c-a85af5998822","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":"ce9b33301bce84bba8417f4274265b6a3c2a57f93ffb439bc97b0f137de324a5","raw_url":"https://app.decimal.ai/s/jpvarbed-determinize-refactor/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jpvarbed-determinize-refactor"}