{"slug":"tangxiangru-energy-counterfactual-pair-and-hierarchy-closure","source_name":"tangxiangru/energy-counterfactual-pair-and-hierarchy-closure","name":"Tangxiangru/Energy Counterfactual Pair And Hierarchy Closure","description":"Use at analysis when an energy-system result rests on an aggregation, a scenario or a saving. Covers the counterfactual pair a saving has to be quoted against, checking that a hierarchy sums, and reporting at the data's native temporal resolution.","version":1,"lift":{"pass_rate_delta_pts":26.09,"pass_rate_pct":39.1,"total_cases":23,"passed_cases":9,"tokens_delta_pct":34,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-25T22:21:22.185906+00:00"},"skill_score":0.3913,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":26.09,"with_pass_pct":39.1,"without_pass_pct":13,"tokens_delta_pct":34,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-09-25T22:21:22.185906+00:00","run_id":"751bd041-1a52-49b5-b16e-29927d1c9c91","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":"NOASSERTION","install_count":0,"manifest_hash":"3351a961fffdcd6ff517dc890fc97f6a04593e2af2c8ddaaa3ceab42c4f05ae6","raw_url":"https://app.decimal.ai/s/tangxiangru-energy-counterfactual-pair-and-hierarchy-closure/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/tangxiangru-energy-counterfactual-pair-and-hierarchy-closure"}