Open-Source AI Skills Marketplace for PMs: 68 Skills, 9 Plugins Cover the Full Lifecycle
PM Skills is an open‑source AI‑driven marketplace that encodes classic product‑management methodologies into 68 reusable Skills, bundles them into 9 Plugins, and adds new commands like /red-team-prd and an AI Shipping Kit to automate the entire product‑manager workflow from discovery to release, with concrete examples, installation guides, and a balanced look at strengths and limitations.
Three‑Layer Architecture
The system is organized into three layers:
Skill : the smallest unit that teaches Claude a specific method or workflow and loads automatically when the context matches.
Command : a slash command (e.g., /discover) that strings together multiple Skills into an end‑to‑end pipeline.
Plugin : a packaged collection of Skills and Commands grouped by product‑manager work domain.
Commands can chain automatically; after running /discover the system suggests /write-prd, then /red-team-prd, and finally /ship-check, mirroring a typical week of PM work.
Core Plugins Covering the Full PM Lifecycle
pm-product-discovery : 13 Skills and 5 Commands such as brainstorm-ideas, identify-assumptions, opportunity-solution-tree (Teresa Torres’s OST) invoked via /discover.
pm-product-strategy : 12 Skills covering strategy canvases, SWOT, PESTLE, Porter’s Five Forces, Ansoff matrix, Lean Canvas, and Business Model Canvas.
pm-execution : 16 Skills and 11 Commands for PRD templates, OKR, outcome roadmaps, sprint plans, pre‑mortems, retros, plus the new /red-team-prd and strategy-red-team commands.
pm-go-to-market : tools for beachhead market definition, ICP profiling, growth loops, and competitive battlecards.
pm-data-analytics : SQL generation, cohort analysis, and A/B‑test result interpretation.
pm-ai-shipping : the AI Shipping Kit (see below).
Feature 1: /red-team-prd – PRD Red‑Team Review
This command attacks live assumptions in a PRD and suggests the cheapest validation method.
Example interaction :
Input :
/red-team-prd Prioritize AI onboarding, activation is our bottleneckClaude returns a structured analysis:
Claim : Activation is the growth bottleneck.
Fails if : Users actually churn during retention, not activation.
Evidence needed : Funnel data for the last three cohorts from activation to retention.
Cheapest test : Pull the funnel data – a few hours, no engineering effort.
Claim : AI onboarding can improve activation.
Fails if : AI guidance creates configuration anxiety for new users.
Cheapest test : Conduct guided prototype interviews with five users.
The command also flags assumptions that are already well‑validated, preventing unnecessary “red‑team” noise.
Feature 2: AI Shipping Kit – Auditing AI‑Generated Code
The kit turns an AI‑written codebase into a human‑signable release package through four steps: documentation, intent‑code audit, test‑coverage mapping, and packaging. The core command /ship-check performs a full audit and produces a release bundle.
It documents the system, compares documented intent with actual implementation, maps test coverage, and generates a sign‑off package.
It highlights mismatches such as undocumented permissions, overly permissive endpoints, or missing test verification.
Two supporting Skills:
shipping-artifacts : defines the documentation artifacts required for an auditable AI project (architecture diagram, flow, permissions, variables, tests, etc.).
intended-vs-implemented : audits the gap between documented intent and actual code, providing evidence for both sides.
Five Commands: /document-app – generate system documentation. /security-audit-static – static security audit based on documented intent. /performance-audit-static – detect performance issues such as missing indexes or caches. /derive-tests – map existing tests to intended coverage. /ship-check – run the full audit and produce a signable release package.
Installation
Claude Cowork (non‑developer friendly)
Open the bottom‑left “Customize”.
Browse Plugins → Personal → +.
Select “Add marketplace from GitHub”.
Enter phuryn/pm-skills.
All nine plugins install in one step.
Claude Code (CLI)
claude plugin marketplace add phuryn/pm-skills
claude plugin install pm-toolkit@pm-skills
claude plugin install pm-product-strategy@pm-skills
claude plugin install pm-product-discovery@pm-skills
claude plugin install pm-market-research@pm-skills
claude plugin install pm-data-analytics@pm-skills
claude plugin install pm-marketing-growth@pm-skills
claude plugin install pm-go-to-market@pm-skills
claude plugin install pm-execution@pm-skills
claude plugin install pm-ai-shipping@pm-skillsCodex CLI (OpenAI)
codex plugin marketplace add phuryn/pm-skills
codex plugin add pm-execution@pm-skills
codex plugin add pm-ai-shipping@pm-skillsPM Brain – Local Markdown Knowledge Base
PM Brain is a local Markdown knowledge base that Claude reads before answering and writes back after. It runs a weekly sweep to detect drift and draft actions.
Core Commands: /ingest <thing> – ingest an artifact (meeting notes, docs, screenshots). /prep <stakeholder> – one‑page brief before a meeting. /review – weekly sweep with six checks. /ideate <problem> – evidence‑backed ideation (3‑7 directions). /risk <feature> – five‑dimensional risk scan. /plan <objective> – draft a plan using a six‑section structure.
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Old Zhang's AI Learning
AI practitioner specializing in large-model evaluation and on-premise deployment, agents, AI programming, Vibe Coding, general AI, and broader tech trends, with daily original technical articles.
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