{"slug":"forward-future-loopy","source_name":"forward-future/loopy","name":"Forward Future/Loopy","description":"Discover, find, compare, audit, repair, adapt, craft, run, debrief, save, and prepare repeatable AI-agent loops for publication. Use when a user asks to analyze code or coding threads for recurring work, find a published loop, interview them to turn a goal into a bounded loop, review a loop for weak checks or unsafe authority, execute a loop with an evidence receipt, learn from completed runs, save or reuse a project loop, or validate and submit a loop to Loop Library.","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":171.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-10T06:30:46.266083+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":86.4,"without_pass_pct":54.5,"tokens_delta_pct":171.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-10T06:30:46.266083+00:00","run_id":"d8bc7969-f510-4f79-b7ee-9ec990490608","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":"c3418d92bad7c5d10a10509651977e6c170f350a2be599a46b6e989a03425960","raw_url":"https://app.decimal.ai/s/forward-future-loopy/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/forward-future-loopy"}