vave-cost-opportunitylisted
Install: claude install-skill onyx679/automotive-ve-ai-skills-kit
# VAVE Cost Opportunity
Use this skill to create a disciplined first draft of a cost-reduction opportunity register. It assists analysis but never replaces engineering, quality, procurement, finance, or supplier approval.
## Safety Boundary
Never fabricate cost, quotation, material, supplier, or engineering feasibility data.
Every conclusion must be labeled as one of:
- `Fact`: directly present in the source.
- `Calculation`: derived from stated numbers and formula.
- `Hypothesis`: plausible but not proven.
- `Needs confirmation`: requires business owner review.
## Inputs
Useful inputs include:
- BOM or parts list.
- Supplier quotation summary.
- Material, weight, process, tooling, logistics, or packaging notes.
- Teardown or benchmarking notes.
- Historical cost or target cost.
- Meeting minutes and action items.
If key inputs are missing, start by listing required missing fields.
## Workflow
1. Normalize the source material into a part-level table.
2. Identify cost drivers: material, weight, process, tooling, yield, logistics, packaging, quality requirements, supplier margin, or volume.
3. Compare available baselines: current vs target, supplier A vs B, internal history, benchmark, or estimated should-cost.
4. Generate opportunity hypotheses only when evidence exists.
5. For each opportunity, capture expected impact, confidence, risk, validation path, owner, and next action.
6. Separate quick wins from engineering-change opportunities and strategic supplier oppor