product-management-patterns

name	product-management-patterns
description	Product management patterns including roadmap planning, feature prioritization, user feedback, and agile practices
license	Apache-2.0

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

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🔗 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 in analysis/templates/.
• Required before any article: 9 core artifacts (14 for Tier-C) in analysis/daily/$ARTICLE_DATE/$SUBFOLDER/; 05-analysis-gate.md is the single blocking gate.
• gh-aw v0.69.3 docs: abridged · complete · blog series.