{"slug":"gooseworks-ai-messaging-ab-tester","source_name":"gooseworks-ai/messaging-ab-tester","name":"Gooseworks AI/Messaging Ab Tester","description":"Generate 3-5 messaging variants for a value proposition, design structured A/B tests, and analyze results to determine which framing resonates most with ICP. Tests can run via LinkedIn organic posts, cold email subject line splits, or both. Pure reasoning for variant generation and analysis — the user deploys the tests through their own tools. Use when a team can't decide between messaging angles and needs data, not opinions.","version":1,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":75,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-16T14:18:55.975513+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":81.8,"without_pass_pct":77.3,"tokens_delta_pct":75,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-16T14:18:55.975513+00:00","run_id":"4d657817-7ddf-4e58-a120-bddd7a988438","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":"f4b30417f76a65ad6cdc440a714402c69493df425477251aeb21e17c228a8546","raw_url":"https://app.decimal.ai/s/gooseworks-ai-messaging-ab-tester/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/gooseworks-ai-messaging-ab-tester"}