ve-scenario-minerlisted
Install: claude install-skill onyx679/automotive-ve-ai-skills-kit
# VE Scenario Miner
Use this skill to turn messy value-engineering notes into structured AI-Skill opportunities.
## Inputs
Accept any of:
- Interview notes from value engineering colleagues.
- Meeting minutes from cost review, VAVE review, supplier discussion, or project review.
- Existing SOPs, templates, checklists, or weekly reports.
- Shadowing notes from observing daily work.
If inputs include confidential cost, supplier, drawing, or project data, remind the user to use approved enterprise tooling and redact sensitive details before external processing.
## Workflow
1. Identify the business role involved: cost analysis, VAVE, procurement collaboration, project management, documentation, or other.
2. Extract repeated tasks and record frequency signals: daily, weekly, monthly, per project, per supplier, or ad hoc.
3. For each task, capture input, action steps, decisions, output, downstream user, tools used, and common rework reasons.
4. Mark standardization potential:
- High: clear inputs, repeated format, low business judgment.
- Medium: repeated structure with human review.
- Low: mostly expert judgment, negotiation, or sensitive decision-making.
5. Convert high and medium candidates into Skill cards.
6. Flag risks: missing data, confidentiality, engineering judgment, supplier sensitivity, unclear ownership, or quality/safety review.
## Output
Return:
```markdown
# VE Scenario Mining Output
## Scenario Map
| Scenario | Role | Frequency | Current Pain