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using-ops-methodlisted

Entry point for any operations or supply-chain data analysis - routes the work through a fixed method (brief, data contract, honest metrics, driver decomposition, stress test, decision memo) and calls the specialized skills at the right step. Use when starting any ops analysis, KPI study, delivery/forecast/inventory question, operasyon analizi, veri analizi, or when unsure which ops skill applies. Differentiator - enforces sequence and validation, not just tool choice.
gulmezeren2-byte/industrial-engineering-ai-skills · ★ 0 · AI & Automation · score 70
Install: claude install-skill gulmezeren2-byte/industrial-engineering-ai-skills
# Using the Ops Method Operations analyses fail in predictable ways: answering a question nobody asked, computing on data nobody validated, reporting a metric nobody defined, and ending without a decision. The method below exists to make those failures impossible by construction. **Follow the sequence; do not skip steps because the task looks small.** Small tasks skip the brief; wrong answers follow. ## The sequence | Step | Question it answers | Use | Artifact | |------|--------------------|----- |----------| | 1. Brief | What decision does this analysis feed? | `templates/analysis-brief.md` | Filled brief, confirmed by the requester | | 2. Data contract | What data, what columns, what quality? | `templates/data-contract.md` | Contract + quality-gate results | | 3. Honest metrics | What is the true number, under which definition? | route: delivery → `otif-analysis` · forecasts → `forecast-accuracy-review` · portfolio/stock → `abc-xyz-segmentation`, `safety-stock-review` | Metric ladder / scoreboard | | 4. Drivers | Where does the problem concentrate? | `root-cause-pareto` | Ranked drivers + sub-analysis of #1 | | 5. Stress test | Where does the standard answer break? | the stress sections inside the routed skill | Trust statement per segment | | 6. Decision memo | What should the reader do? | `templates/decision-memo.md` | One-page memo with counter-metric | For a recurring deliverable (weekly/monthly), wrap steps 3-6 with `weekly-ops-report` instead of a one-off memo.