Updated 8mo ago
by aroyburman-codes
pm-skills
PM workflow and product thinking skills for AI product managers. 17 structured frameworks for PRDs, metrics, strategy, writing, prioritization, and more.
27 GitHub stars (27)
+2 in 16 days
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- 17 skills (17 skills found in its SKILL.md files)
- 2 forks (2 forks)
- 8mo ago last update (Last updated 8mo ago)
Install
Skills CLI
npx skills add aroyburman-codes/pm-skills
Asks which skills and agents to install. Just one: npx skills add aroyburman-codes/pm-skills --skill ai-ethics-tradeoffs — add -g for every project.
Claude Code
git clone https://github.com/aroyburman-codes/pm-skillscp -r "pm-skills/skills/ai-ethics-tradeoffs" ~/.claude/skills/
Copies the ai-ethics-tradeoffs skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add aroyburman-codes/pm-skills
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
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ai-ethics-tradeoffs
Framework for navigating AI safety, ethics, and capability trade-off discussions. Covers responsible scaling, content policy, bias, privacy, dual-use, and alignment.
skills/ai-ethics-tradeoffs/SKILL.md on GitHub (opens in a new tab) -
ai-market-landscape
Real-time competitive analysis of the AI market. Covers foundation models, products, pricing, moats, and strategic positioning across major AI labs and emerging players.
skills/ai-market-landscape/SKILL.md on GitHub (opens in a new tab) -
ai-product-teardown
Structured teardown of AI products (ChatGPT, Claude, Gemini, Perplexity, Copilot, etc.). Analyzes product decisions, UX patterns, technical architecture, business model, and competitive positioning.
skills/ai-product-teardown/SKILL.md on GitHub (opens in a new tab) -
analytical-pm
Structured analytical and metrics framework for AI product roles. Covers: metrics, goal-setting, root-cause analysis, trade-offs, A/B tests.
skills/analytical-pm/SKILL.md on GitHub (opens in a new tab) -
behavioral-pm
Structured behavioral PM framework for AI product roles. Covers: leadership stories, conflict resolution, stakeholder management.
skills/behavioral-pm/SKILL.md on GitHub (opens in a new tab) -
launch-checklist
Generate launch readiness checklists for product releases. Covers engineering, QA, design, legal, marketing, support, and rollback planning. Adapts to launch size (feature flag, beta, GA) and AI/ML-specific requirements.
skills/launch-checklist/SKILL.md on GitHub (opens in a new tab) -
metric-dashboard
Design metric dashboards and KPI tracking plans for products and features. Defines what to measure, how to measure it, alert thresholds, and dashboard layout. Covers product, business, and technical metrics.
skills/metric-dashboard/SKILL.md on GitHub (opens in a new tab) -
mock-interviewer
Interactive PM mock interview simulator for AI product roles. Plays the role of interviewer, asks follow-ups, scores answers against hiring rubrics, and provides detailed feedback. Supports all round types: product sense, strategy, analytical, technical, behavioral.
skills/mock-interviewer/SKILL.md on GitHub (opens in a new tab) -
pm-case-study
Generate end-to-end PM case studies from real AI product launches, pivots, and decisions. Analyzes what happened, why, what the PM likely decided, trade-offs made, and lessons learned.
skills/pm-case-study/SKILL.md on GitHub (opens in a new tab) -
pm-writing
Rewrite or generate PM documents with extreme clarity. Applies principles of canonical docs, numbered lists over bullets, force-ranked priorities, BLUF structure, and visual-first communication. Transforms vague PM writing into precise, actionable docs.
skills/pm-writing/SKILL.md on GitHub (opens in a new tab) -
prd-writer
Generate structured Product Requirements Documents (PRDs) from a feature brief, idea, or problem statement. Covers problem definition, user stories, requirements, success metrics, and launch plan. Adapts to AI/ML product contexts.
skills/prd-writer/SKILL.md on GitHub (opens in a new tab) -
prioritization-matrix
Score and rank features or initiatives using RICE, ICE, weighted scoring, or custom frameworks. Generates a prioritized backlog with clear rationale. Use for: sprint planning, roadmap decisions, feature trade-offs.
skills/prioritization-matrix/SKILL.md on GitHub (opens in a new tab) -
product-sense
Structured product sense/design framework for AI product roles. Covers: design a product, improve X, productize a capability.
skills/product-sense/SKILL.md on GitHub (opens in a new tab) -
product-strategy
Structured product strategy framework for AI product roles. Covers: market entry, competitive positioning, build-vs-buy, long-term vision.
skills/product-strategy/SKILL.md on GitHub (opens in a new tab) -
stakeholder-brief
Write exec-ready stakeholder updates, decision documents, and status reports. Adapts tone and detail level for different audiences (exec team, engineering, cross-functional). Structured for fast decision-making.
skills/stakeholder-brief/SKILL.md on GitHub (opens in a new tab) -
technical-pm
Structured technical PM framework for AI product roles. Covers: RLHF, evals, RAG, LLM deployment, system design, API design.
skills/technical-pm/SKILL.md on GitHub (opens in a new tab) -
user-research-synthesis
Synthesize user interviews, survey results, feedback, and support tickets into structured insights. Identifies themes, pain points, and opportunities. Generates research reports ready for stakeholders.
skills/user-research-synthesis/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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