{"slug":"aaron-he-zhu-attribution-reconciler","source_name":"aaron-he-zhu/attribution-reconciler","name":"Aaron He Zhu/Attribution Reconciler","description":"Use when platform-reported conversions disagree with GA4/ecommerce, when you suspect Meta and Google are double-counting the same sales, or for a standing (monthly) reconciliation workbook that de-dups stacked credit against an order-ID truth set, normalizes attribution windows and currency, compares attribution models, and reads incrementality from a geo/holdout test. Not for the point-in-time R2 veto or RQS gate — use ad-account-auditor; not for the ROI/ROAS ratio math itself — use roi-calcula","version":1,"lift":{"pass_rate_delta_pts":47.83,"pass_rate_pct":91.3,"total_cases":23,"passed_cases":21,"tokens_delta_pct":68.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T06:44:36.774106+00:00"},"skill_score":0.913,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":47.83,"with_pass_pct":91.3,"without_pass_pct":43.5,"tokens_delta_pct":68.5,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T06:44:36.774106+00:00","run_id":"c7c92d17-e392-4138-9968-46dfd02ff2b0","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":"Apache-2.0","install_count":0,"manifest_hash":"59b1c1b364b3ccc6369b6b6a85bd3fea6973582d0fd658a8ebbdfd4d76ac1742","raw_url":"https://app.decimal.ai/s/aaron-he-zhu-attribution-reconciler/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaron-he-zhu-attribution-reconciler"}