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**Assumption Library** – document data sources, CAGR, penetration, pricing, channel mix.\n2. **Scenario Matrix** – base, upside, downside cases with drivers (pricing, win rate, expansion, macro).\n3. **Sensitivity Analysis** – tornado charts, Monte Carlo snippets, or sliders for key variables.\n4. **Visualization Layer** – waterfall, area, and heat maps tying numbers to narratives.\n5. **Decision Hooks** – highlight trigger points, required investments, and guardrails.\n\n## Templates\n- Spreadsheet\u002Fnotebook skeleton with clearly named inputs\u002Foutputs.\n- Slide templates for TAM\u002FSAM\u002FSOM, share shifts, and investment asks.\n- One-pager summary translating scenarios into actions and risks.\n\n## Tips\n- Keep assumptions auditable with source links and timestamps.\n- Align with finance on currency, inflation, and exchange assumptions before publishing.\n- Pair with `run-market-landscape-study` for turnkey modeling assets.\n\n---\n","# Market Scenario Modeler Skill\n\n## 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