skill
pm-skills
PM workflow and product thinking skills for AI product managers. 17 structured frameworks for PRDs, metrics, strategy, writing, prioritization, and more.
Set up
Skills are installed by placing their folder where your agent loads skills.
Install instructions come from the README
README
synced Oct 14, 2026PM Skills for AI Product Managers
Structured frameworks for AI product managers — covering daily workflows, product thinking, and technical depth.
Covers the full PM toolkit: writing PRDs, defining metrics, running prioritization, doing competitive analysis, building product strategy, and more — all tuned for the AI product landscape.
Skills
PM Workflow Skills
| Skill | Command | Use For |
|---|---|---|
| PRD Writer | /prd-writer | Generate structured PRDs from a feature brief or idea |
| Prioritization Matrix | /prioritization-matrix | Score and rank features using RICE/ICE/weighted scoring |
| User Research Synthesis | /user-research-synthesis | Synthesize interviews and feedback into actionable insights |
| Launch Checklist | /launch-checklist | Generate launch readiness checklists for product releases |
| Stakeholder Brief | /stakeholder-brief | Write exec-ready updates, decision docs, and status reports |
| Metric Dashboard | /metric-dashboard | Design KPI dashboards and metric tracking plans |
| PM Writing | /pm-writing | Rewrite any PM doc with extreme clarity — BLUF, numbered lists, force-ranked priorities |
Product Thinking Skills
| Skill | Command | Use For |
|---|---|---|
| Product Sense | /product-sense | "Design X", "Improve X", productize a capability |
| Product Strategy | /product-strategy | Market entry, competitive positioning, build-vs-buy, long-term vision |
| Analytical PM | /analytical-pm | Metrics, goal-setting, root-cause analysis, trade-offs, A/B tests |
| Technical PM | /technical-pm | System design, API design, ML/AI technical depth |
| Behavioral PM | /behavioral-pm | Leadership stories, conflict resolution, stakeholder management |
AI Industry Skills
| Skill | Command | Use For |
|---|---|---|
| AI Product Teardown | /ai-product-teardown | Structured teardown of ChatGPT, Claude, Gemini, etc. |
| AI Market Landscape | /ai-market-landscape | Real-time competitive analysis of the AI market |
| PM Case Study | /pm-case-study | Case studies from real AI product launches and decisions |
| AI Ethics & Trade-offs | /ai-ethics-tradeoffs | Safety/capability trade-offs, content policy, responsible scaling |
| Mock Interviewer | /mock-interviewer | Interactive mock practice with scoring and feedback |
Installation
Claude Code Plugin (Recommended)
/plugin marketplace add aroyburman-codes/pm-skills
Manual Installation
git clone https://github.com/aroyburman-codes/pm-skills.git ~/.claude/skills/pm-skills
OpenSkills (Cross-tool)
npx openskills install aroyburman-codes/pm-skills
How It Works
Each skill follows a research-first workflow:
- You describe what you need — e.g.,
/prd-writer AI-powered search feature for our docs platform - The skill researches — web searches for latest data, competitor approaches, best practices
- Generates structured output — Following proven frameworks with inline citations
- Ready to use — Copy into your docs, share with stakeholders, or iterate further
Frameworks
Product Sense
Clarify → Why Build → Users → Pain Points → Solutions → Metrics
Product Strategy
Alignment → Landscape → Options → Recommendation → Risks
Analytical PM
- Metrics: NSM → Supporting → Counter → Ecosystem → Trade-offs
- Root-cause: Clarify → Segment → Hypothesize (MECE) → Validate → Act
- Trade-offs: Quantify → Framework → Experiment → Recommend
Technical PM
Constraints → Personas → System Design → Trade-offs → API/DX → Metrics
Prioritization
Impact → Confidence → Effort → Score → Rank → Communicate
Compatibility
Works with Claude Code, Cursor, Windsurf, Codex, and other tools supporting the Agent Skills standard.
Contributing
PRs welcome! To add a new skill:
- Create a directory in
skills/with your skill name - Add a
SKILL.mdfollowing the frontmatter format (see existing skills) - Keep
SKILL.mdunder 500 lines — use reference files for detailed content - Submit a PR with a description of the skill and example usage
License
MIT License — see LICENSE