{"slug":"romainsimon-valuing-information","source_name":"romainsimon/valuing-information","name":"Romainsimon/Valuing Information","description":"Prices research, tests, surveys, dashboards and experiments before running them, by computing how much the result would raise expected utility - which is zero whenever no outcome would change the decision. Use when someone proposes an A/B test, user survey, market study, competitor analysis, analytics build, consultant, pilot, or \"let's gather more data\", and when deciding how large a study needs to be.","version":1,"lift":{"pass_rate_delta_pts":0,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":89.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-06T13:50:19.975070+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":0,"with_pass_pct":86.4,"without_pass_pct":86.4,"tokens_delta_pct":89.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-06T13:50:19.975070+00:00","run_id":"f8e4d02a-b345-41e2-823d-01dadf619084","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":"7e5d76a74e1ca6eaf26d4b96a2967e909b8e454b014637917ba67d93ba83e8b5","raw_url":"https://app.decimal.ai/s/romainsimon-valuing-information/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/romainsimon-valuing-information"}