Hack23 Product Management Patterns Skill
🔴 AI FIRST Quality Principle
Apply the AI FIRST principle: never accept first-pass quality. Minimum 2 iterations. Read all output, improve every section. No shortcuts.
Purpose
Defines product management patterns for prioritizing features, planning roadmaps, and managing the riksdagsmonitor platform.
Prioritization Frameworks
MoSCoW Method
- Must Have — Critical for current release
- Should Have — Important but not critical
- Could Have — Nice to have
- Won't Have — Out of scope for now
Impact/Effort Matrix
| Low Effort | High Effort | |
|---|---|---|
| High Impact | Quick Wins ✅ | Major Projects |
| Low Impact | Fill-ins | Avoid ❌ |
Feature Lifecycle
- Discovery — User needs, market research
- Definition — Requirements, acceptance criteria
- Design — Architecture, UI/UX mockups
- Development — Implementation, testing
- Delivery — Deployment, monitoring
- Iteration — Feedback, improvement
GitHub Issues Best Practices
- Clear title with category prefix
- Detailed description with context
- Acceptance criteria as checklist
- Labels for type, priority, component
- Agent assignment for Copilot delegation
- Link related issues and PRs
Metrics
- Feature adoption rate
- Time to delivery
- Quality metrics (bugs, test coverage)
- User satisfaction
- Performance benchmarks
Related Policies
🔗 Integration with agentic workflows & analysis artifacts
This skill is consumed by the 11 agentic news workflows in .github/workflows/news-*.md. The authoritative contract lives in .github/prompts/README.md; this skill supplies domain expertise on top of that contract.
- Analysis product →
ai-driven-analysis-guide.md+ every template inanalysis/templates/. - Required before any article: 9 core artifacts (14 for Tier-C) in
analysis/daily/$ARTICLE_DATE/$SUBFOLDER/;05-analysis-gate.mdis the single blocking gate. - gh-aw v0.69.3 docs: abridged · complete · blog series.