product-management-patterns

# 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 1. **Discovery** — User needs, market research 2. **Definition** — Requirements, acceptance criteria 3. **Design** — Architecture, UI/UX mockups 4. **Development** — Implementation, testing 5. **Delivery** — Deployment, monitoring 6. **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 - [Secure Development Policy](https://github.com/Hack23/ISMS-PUBLIC/blob/main/Secure_Development_Policy.md) --- ## 🔗 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`](../../prompts/README.md); this skill supplies domain expertise on top of that contract. - **Analysis product** → [`ai-driven-analysis-guide.md`](../../../analysis/methodologies/ai-driven-analysis-guide.md) + every template in [`analysis/templates/`](../../../analysis/templates/). - **Required before any article**: 9 core artifacts (14 for Tier-C) in `analysis/daily/$ARTICLE_DATE/$SUBFOLDER/`; [`05-analysis-gate.md`](../../prompts/05-analysis-gate.md) is the single blocking gate. - **gh-aw v0.69.3** docs: [abridged](https://github.github.com/gh-aw/llms-small.txt) · [complete](https://github.github.com/gh-aw/llms-full.txt) · [blog series](https://github.github.com/gh-aw/_llms-txt/agentic-workflows.txt).