{"slug":"rshankras-beta-testing","source_name":"rshankras/beta-testing","name":"Rshankras/Beta Testing","description":"Beta testing strategy for iOS/macOS apps. Covers TestFlight program setup, beta tester recruitment, feedback collection methodology, user interviews, signal-vs-noise interpretation, and go/no-go launch readiness decisions. Use when planning a beta, setting up TestFlight, collecting user feedback, or deciding if ready to launch.","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":182.5,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-18T01:49:49.351419+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":100,"without_pass_pct":72.7,"tokens_delta_pct":182.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-18T01:49:49.351419+00:00","run_id":"9d94f90e-af2f-4e94-a905-1dd018a42288","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":"3f49d56cbd64ee80564c959b615cfb7e465d15b0f0b30ce6784438ec63f84310","raw_url":"https://app.decimal.ai/s/rshankras-beta-testing/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/rshankras-beta-testing"}