{"slug":"hashgraph-online-inventory-demand-planning","source_name":"hashgraph-online/inventory-demand-planning","name":"Hashgraph Online/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":1,"lift":{"pass_rate_delta_pts":39.13,"pass_rate_pct":65.2,"total_cases":23,"passed_cases":15,"tokens_delta_pct":246.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T17:17:05.032383+00:00"},"skill_score":0.6522,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":39.13,"with_pass_pct":65.2,"without_pass_pct":26.1,"tokens_delta_pct":246.1,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T17:17:05.032383+00:00","run_id":"6bbcf157-4f24-4de8-a6dd-62d878acf1b8","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":"6f8640337445c4d3a6aff239fbe2689db0d82a91d3a1976e5f7b4613f2bec7f1","raw_url":"https://app.decimal.ai/s/hashgraph-online-inventory-demand-planning/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/hashgraph-online-inventory-demand-planning"}