{"slug":"mohitagw15856-demand-forecast-review","source_name":"mohitagw15856/demand-forecast-review","name":"Mohitagw15856/Demand Forecast Review","description":"Interrogate a demand forecast before the business commits supply and inventory to it. Use when asked to review a demand plan, challenge a forecast, check forecast accuracy, decompose baseline vs uplift, or find hockey sticks in the numbers. Produces a forecast credibility review with baseline/uplift decomposition, MAPE and bias history, hockey-stick flags, an assumption register, and consensus-vs-statistical divergence analysis.","version":1,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":43.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-14T16:22:29.004916+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":95.5,"without_pass_pct":90.9,"tokens_delta_pct":43.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-14T16:22:29.004916+00:00","run_id":"b6579bb8-30c6-44c0-8dd0-610d738b09f8","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":"f7a0961d9a62a7010fb600790c564a7ae14232e74fec7f030e2a4bd62f06102b","raw_url":"https://app.decimal.ai/s/mohitagw15856-demand-forecast-review/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mohitagw15856-demand-forecast-review"}