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- Robdtaylor
- Personal Ai Infrastructure
- Automotiveproductplanning
automotiveproductplanning_skill
- TypeScript
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2 months ago
Catalog Refreshed
4 months ago
First Indexed
Readme & install
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Installation
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npx veilstrat add skill robdtaylor/personal-ai-infrastructure --skill automotiveproductplanning- SKILL.md10.4 KB
Overview
This skill delivers strategic 5–10 year product planning for low-volume sportscar and specialist vehicle manufacturers. It synthesises market intelligence, regulatory timelines, engineering feasibility, partnership options, and board-ready financials into executable roadmaps. Use it to align product portfolios with cash flow, compliance milestones, and brand strategy.
How this skill works
The skill runs a structured workflow: discovery, horizon recommendation, analysis, roadmap construction, financial validation, partnership assessment, risk assessment, and cascade to execution. It produces executive summaries, year-by-year roadmaps, programme cards, NPV/IRR financial models, risk registers, and supplier/APQP integration outputs. It also suggests invoking HoshinKanri, SupplyChain, AutomotiveManufacturing, and Research skills where relevant.
When to use it
- Creating 5- and 10-year product roadmaps for low-volume sportscar programmes
- Planning model lifecycles, variant cascades, and platform investments
- Evaluating powertrain transitions (ICE→Hybrid→BEV) against regulatory timelines
- Assessing partnership, JV, licensing, or contract manufacturing options
- Building board-ready NPV/IRR and cash-flow validation for new programmes
Best practices
- Anchor the plan to regulatory milestones and build mandatory decision gates
- Start with a 5-year detailed plan and overlay a 10-year strategic vision for major tech bets
- Sequence major capital programmes to avoid overlapping peak funding requirements
- Preserve optionality—commit incrementally as technical and market risk falls
- Plan variants and derivative cascades during platform design, not after launch
Example use cases
- Develop a mixed portfolio: anchor production model, halo hero car, and restomod programme with clear funding gates
- Evaluate whether to license a BEV platform, develop in-house hybrid tech, or partner on batteries with NPV/IRR outputs
- Design a bespoke commission pipeline and calculate the capacity and margin impact on overall portfolio
- Create an APQP-linked roadmap that aligns SOP dates with supplier PPAP and launch readiness
- Assess a motorsport programme’s tech transfer value and its timeline to production benefit
FAQ
Default to a detailed 5-year plan with an overlay 10-year vision; choose 10 years when platform or powertrain investments exceed major thresholds or regulatory regime shifts are imminent.
Does the skill provide financial outputs ready for the board?
Yes. It produces NPV/IRR, cash-flow timing, sensitivity analyses, and investment schedules formatted for executive review and spreadsheet import.