{"slug":"affaan-m-inventory-demand-planning","source_name":"affaan-m/inventory-demand-planning","name":"Affaan M/Inventory Demand Planning","description":"Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years experience managing hundreds of SKUs. Includes forecasting method selection, ABC/XYZ analysis, seasonal transition management, and vendor negotiation frameworks. Use when forecasting demand, setting safety stock, planning replenishment, managing promotions, or optimizing inventory levels.","version":2,"lift":{"pass_rate_delta_pts":40.91,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":220.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T08:27:39.727998+00:00"},"skill_score":0.7273,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":40.91,"with_pass_pct":72.7,"without_pass_pct":31.8,"tokens_delta_pct":220.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-03T08:27:39.727998+00:00","run_id":"021d2935-c095-41a8-b8c6-616e475ea3d3","version_number":2,"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":"0e2d9702069860e17cbb3eb2bb5e916b9e9dcd6a74385efe882b647fdc31898a","raw_url":"https://app.decimal.ai/s/affaan-m-inventory-demand-planning/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/affaan-m-inventory-demand-planning"}