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
- Normalize the source material into a part-level table.
- Identify cost drivers: material, weight, process, tooling, yield, logistics, packaging, quality requirements, supplier margin, or volume.
- Compare available baselines: current vs target, supplier A vs B, internal history, benchmark, or estimated should-cost.
- Generate opportunity hypotheses only when evidence exists.
- For each opportunity, capture expected impact, confidence, risk, validation path, owner, and next action.
- Separate quick wins from engineering-change opportunities and strategic supplier opportunities.
Output
# VAVE Cost Opportunity Register
## Data Completeness
| Required Field | Status | Notes |
|---|---|---|
## Cost Driver Summary
| Part/System | Main Cost Driver | Evidence | Confidence |
|---|---|---|---|
## Opportunity Register
| ID | Opportunity | Evidence Type | Potential Impact | Risk | Required Review | Next Action | Owner |
|---|---|---|---|---|---|---|---|
## Assumptions And Open Questions
1.
2.
3.
Quality Checks
- Do not rank opportunities solely by estimated savings; include risk and validation effort.
- Mark any missing cost baseline explicitly.
- Do not expose supplier-sensitive information in broad summaries.
- Route safety, regulatory, quality, and warranty-impacting changes to human review.
1---2name: vave-cost-opportunity3description: Structure VAVE or value-engineering cost-reduction opportunities from BOM, quotation summaries, teardown notes, benchmarking notes, and meeting records. Use for automotive cost analysis, should-cost review, supplier comparison, and opportunity-pipeline drafting.4---56# VAVE Cost Opportunity78Use 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.910## Safety Boundary1112Never fabricate cost, quotation, material, supplier, or engineering feasibility data.1314Every conclusion must be labeled as one of:1516- `Fact`: directly present in the source.17- `Calculation`: derived from stated numbers and formula.18- `Hypothesis`: plausible but not proven.19- `Needs confirmation`: requires business owner review.2021## Inputs2223Useful inputs include:2425- BOM or parts list.26- Supplier quotation summary.27- Material, weight, process, tooling, logistics, or packaging notes.28- Teardown or benchmarking notes.29- Historical cost or target cost.30- Meeting minutes and action items.3132If key inputs are missing, start by listing required missing fields.3334## Workflow35361. Normalize the source material into a part-level table.372. Identify cost drivers: material, weight, process, tooling, yield, logistics, packaging, quality requirements, supplier margin, or volume.383. Compare available baselines: current vs target, supplier A vs B, internal history, benchmark, or estimated should-cost.394. Generate opportunity hypotheses only when evidence exists.405. For each opportunity, capture expected impact, confidence, risk, validation path, owner, and next action.416. Separate quick wins from engineering-change opportunities and strategic supplier opportunities.4243## Output4445```markdown46# VAVE Cost Opportunity Register4748## Data Completeness4950| Required Field | Status | Notes |51|---|---|---|5253## Cost Driver Summary5455| Part/System | Main Cost Driver | Evidence | Confidence |56|---|---|---|---|5758## Opportunity Register5960| ID | Opportunity | Evidence Type | Potential Impact | Risk | Required Review | Next Action | Owner |61|---|---|---|---|---|---|---|---|6263## Assumptions And Open Questions64651.662.673.68```6970## Quality Checks7172- Do not rank opportunities solely by estimated savings; include risk and validation effort.73- Mark any missing cost baseline explicitly.74- Do not expose supplier-sensitive information in broad summaries.75- Route safety, regulatory, quality, and warranty-impacting changes to human review.
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