{"slug":"fhajjej-ship-it-loop-it","source_name":"fhajjej-ship-it/loop-it","name":"Fhajjej Ship It/Loop It","description":"Choose, compile, launch, or run bounded AI-agent goals with explicit deliverables, proof rubrics, verifier gates, iteration caps, stop conditions, and approval boundaries. Includes a categorized Loop goals library for product, design, research, content, data, and operations plus advanced engineering loops for Codex, Claude Code, Cursor, and other SKILL.md-compatible agents. Use when the user says \"loop it\", asks for a loop goal, asks what should be looped next, or wants iterative improvement wit","version":1,"lift":{"pass_rate_delta_pts":40.91,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":273.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T05:20:47.700640+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":40.91,"with_pass_pct":90.9,"without_pass_pct":50,"tokens_delta_pct":273.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-03T05:20:47.700640+00:00","run_id":"15f194d5-0d4a-4852-964e-20262570126e","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":"386a83f34a67168e207286eeb3708ed852b4ec9a725ce2c774daff16f2dae37e","raw_url":"https://app.decimal.ai/s/fhajjej-ship-it-loop-it/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/fhajjej-ship-it-loop-it"}