{"slug":"evidence-grading","source_name":"evidence-grading","name":"Evidence Grading","description":"Ranks each source by evidence strength before relying on it — primary vs secondary, peer-reviewed vs preprint vs blog, study design and sample size, recency and conflict of interest — and flags weak evidence instead of treating every source as equally authoritative. Use when someone hands over a mix of studies, articles, posts, or links and asks what the evidence actually shows or how much to trust each. Do NOT use for answering strictly from a given context and citing it (that is rag-grounding-and-citation), for formatting citations, or for summarizing a single source.","version":1,"lift":{"pass_rate_delta_pts":null,"pass_rate_pct":28.6,"total_cases":14,"passed_cases":4,"tokens_delta_pct":514,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.5-flash","grading_method":"judged","completed_at":"2026-07-09T02:41:57.329795+00:00"},"skill_score":0.9166666666666667,"benchmark_models":[{"model":"gemini-3.5-flash","headline":false,"delta_pts":null,"with_pass_pct":null,"without_pass_pct":null,"tokens_delta_pct":514,"turns_delta_pct":0,"total_cases":14,"cases_aggregated":14,"verdict":"mixed","never_hurt":true,"completed_at":"2026-07-09T02:41:57.329795+00:00","run_id":"712da94e-6981-4927-82e0-c145bfa7a1e6","latest_attempt":{"id":"712da94e-6981-4927-82e0-c145bfa7a1e6","runner_model":"gemini-3.5-flash","overall_verdict":"mixed","completed_at":"2026-07-09T02:41:57.329795+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":24,"total_users":1,"manifest_hash":"4a92d3710ded0e6e350be195be51737f74d5e452506e0c0fa5742f32bce2e02a","install_name":"evidence-grading","version_id":"36694aa0-7c6d-4090-aa14-2c1ad23ba9d4","body_sha256":"aa9eb7929f0cdab057cd0268d53b4afbd30fd6526ebb90171ebed693d95b77e1","render_hash":"3783f3ed70cee79fa99b7f9d0bef7d21109e1883d24912e9125267a954e21d38","raw_url":"https://app.decimal.ai/s/evidence-grading/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/evidence-grading"}