{"slug":"pedrohcgs-differential-audit","source_name":"pedrohcgs/differential-audit","name":"Pedrohcgs/Differential Audit","description":"Compare two implementations of the same thing — a port (R↔Python↔Stata), a reimplementation, a replication package, a refactor, or a new version against the old — so that agreement means something. Freeze inputs first, inventory every expected output, test the comparator itself, compare every channel (not just the headline number), and give each divergence a stable ID and a smallest witness. Use for cross-language parity, replication, upgrade/regression gates, or whenever \"the numbers match\" is ","version":1,"lift":{"pass_rate_delta_pts":52.17,"pass_rate_pct":69.6,"total_cases":23,"passed_cases":16,"tokens_delta_pct":17.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-27T02:20:08.565353+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":52.17,"with_pass_pct":69.6,"without_pass_pct":17.4,"tokens_delta_pct":17.1,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-09-27T02:20:08.565353+00:00","run_id":"6c770771-4c79-409a-9d03-4e73fae2e0e2","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":"b0bc00747773464058efe76127af8d6d92731c973056011e6e6664e421eb3ca6","raw_url":"https://app.decimal.ai/s/pedrohcgs-differential-audit/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/pedrohcgs-differential-audit"}