skill-adoption-feedbacklisted
Install: claude install-skill onyx679/automotive-ve-ai-skills-kit
# Skill Adoption Feedback
Use this skill to turn scattered user feedback into an iteration plan and measurable adoption report.
## Inputs
- Usage logs or manual usage counts.
- User feedback forms.
- Interview notes.
- Before/after task-time samples.
- Examples of good and bad Skill outputs.
- Version history.
## Workflow
1. Segment feedback by user role and scenario.
2. Measure adoption:
- Active users.
- Usage count.
- Repeat usage.
- Task coverage.
3. Measure productivity:
- Baseline time.
- Skill-assisted time.
- Rework count.
- Output completeness.
4. Classify problems:
- Trigger unclear.
- Input hard to prepare.
- Output format wrong.
- Domain rule missing.
- Hallucination or unsupported conclusion.
- Permission or data-boundary issue.
5. Prioritize iterations by impact, frequency, risk, and effort.
6. Produce a version plan.
## Output
```markdown
# Skill Adoption Report
## Executive Summary
## Adoption Metrics
| Metric | Current | Baseline/Target | Trend | Notes |
|---|---:|---:|---|---|
## Feedback Themes
| Theme | User Role | Frequency | Example | Root Cause |
|---|---|---:|---|---|
## Quality Issues
| Issue | Severity | Evidence | Fix |
|---|---|---|---|
## Iteration Backlog
| Priority | Change | Expected Impact | Effort | Owner |
|---|---|---|---|---|
## Next Pilot Plan
```
## Quality Checks
- Do not treat usage count alone as success.
- Always include output quality and user trust.
- Separate product iss