{"slug":"falsifiable-hypothesis","source_name":"falsifiable-hypothesis","name":"Falsifiable Hypothesis","description":"Turn a hunch you are about to test into a falsifiable hypothesis before you collect data — state the null (no-effect) version and the alternative, define how each variable is actually measured, commit to a predicted direction, and name the specific result that would prove the hypothesis wrong — instead of shipping a vague directional guess like \"I think X drives Y\". Use when someone has a hunch, prediction, or \"I bet that…\" and wants to set it up as a test, experiment, or study. Do NOT use to disconfirm a conclusion already reached (that is self-refutation-pass), to critique a finished study's methods (that is methodology-critique), or to compute how many subjects a test needs (that is power-and-sample-size).","version":1,"lift":{"pass_rate_delta_pts":null,"pass_rate_pct":100,"total_cases":13,"passed_cases":13,"tokens_delta_pct":388.4,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.5-flash","grading_method":"judged","completed_at":"2026-07-10T05:58:41.043231+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.5-flash","headline":false,"delta_pts":null,"with_pass_pct":null,"without_pass_pct":null,"tokens_delta_pct":388.4,"turns_delta_pct":0,"total_cases":13,"cases_aggregated":13,"verdict":"pass","never_hurt":true,"completed_at":"2026-07-10T05:58:41.043231+00:00","run_id":"bc3911b0-9c66-4d62-891f-56eed5944b87","latest_attempt":{"id":"bc3911b0-9c66-4d62-891f-56eed5944b87","runner_model":"gemini-3.5-flash","overall_verdict":"pass","completed_at":"2026-07-10T05:58:41.043231+00:00","gate":"not_comparable"},"version_number":1,"is_latest_version":true,"gate":"not_comparable"}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":false},"license":null,"install_count":0,"total_uses":79,"total_users":1,"manifest_hash":"86091349a6c42d7943f94398982c7c9767519a9a4eaf9c9cf4614474b0c995d7","install_name":"falsifiable-hypothesis","version_id":"e6a1527d-d220-4bbe-aa10-6803da5195b0","body_sha256":"f07efbef2d92833cc967adeb654557278170e0b8cd6a678d312349d5fc0becfd","render_hash":"f16282a7a874db46db5e7804502158a74caccbfc81bcb3ad7f1c0578c203d3fb","raw_url":"https://app.decimal.ai/s/falsifiable-hypothesis/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/falsifiable-hypothesis"}