Advanced PM skills: AI Product Canvas, Multi-Source Signal Synthesiser, Experiment Designer, Design Handoff Brief. For senior PMs working on complex or AI-powered products.
Conduct a structured ethical review of an AI or ML feature, model, or product. Use when preparing to deploy an AI system, assessing algorithmic risk, auditing a model for bias, or producing a responsible AI impact assessment. Produces a structured ethics review covering fairness, transparency, privacy, safety, accountability, and societal impact with a risk tier score, pre-deployment checklist, and prioritised mitigations.
Structure AI and ML product decisions with the rigour of any product decision. Use when building AI-powered features, evaluating LLM integrations, designing AI products, or assessing AI readiness. Produces a complete AI product canvas covering problem definition, model approach, data requirements, evaluation framework, UX design, responsible AI checklist, and launch monitoring plan.
Transform feature briefs into structured design briefs that give designers the context they need before opening Figma. Use when asked to write a design brief, create a design handoff, brief a designer on a new feature, or translate a PRD into design requirements. Produces a brief with user goal, emotional context, success criteria, constraints, edge cases, and out-of-scope boundaries.
Design statistically rigorous A/B tests and interpret experiment results. Use when asked to design an experiment, run an A/B test, calculate sample size, interpret test results, or assess whether an experiment was successful. Produces a complete experiment design with hypothesis, sample size, run time, success criteria, and risk flags β or a results interpretation with ship/iterate/kill recommendation.
Synthesises user signals from multiple research sources into a unified, weighted insight brief. Use when you have data from interviews, support tickets, NPS verbatims, app reviews, or sales calls and need to reconcile contradictions, surface the underlying need behind requests, or answer 'what are users really telling us'. Produces ranked insights with confidence ratings, source weighting rationale, divergent signal analysis by user segment, and a research gap identification section.
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PM stands for Professional, not just Product Management. 167 Claude Skills + 4 agent templates across 26 bundles covering 18 professions. Built by a PM, used by everyone.
A community-built library of Claude Skills for professionals across every field β product management, engineering, customer success, marketing, social media, writers, design, legal, finance, HR, sales, operations, research, and more. Each skill is a structured SKILL.md file that teaches Claude how to produce professional-grade outputs for your specific workflows.
In Claude Code, run:
/plugin marketplace add mohitagw15856/pm-claude-skills
Or install by profession:
claude plugin install pm-essentials@pm-claude-skills # Core PM + Word tracked changes
claude plugin install pm-delivery@pm-claude-skills # Delivery + PowerPoint auditor
claude plugin install pm-engineering@pm-claude-skills # Engineering (35 skills) π
claude plugin install pm-cs@pm-claude-skills # Customer Success π
claude plugin install pm-data@pm-claude-skills # Data + chart data extractor
claude plugin install pm-legal@pm-claude-skills # Legal
claude plugin install pm-finance@pm-claude-skills # Finance
claude plugin install pm-hr@pm-claude-skills # HR
claude plugin install pm-sales@pm-claude-skills # Sales
claude plugin install pm-operations@pm-claude-skills # Operations
claude plugin install pm-research@pm-claude-skills # Research & Healthcare
claude plugin install pm-cross@pm-claude-skills # Cross-profession
claude plugin install pm-figma@pm-claude-skills # Figma
claude plugin install pm-social@pm-claude-skills # Social Media π
claude plugin install pm-writers@pm-claude-skills # Writers & Content Creators π
Or clone and symlink for auto-updates:
git clone https://github.com/mohitagw15856/pm-claude-skills.git ~/pm-claude-skills mkdir -p ~/.claude/skills ln -s ~/pm-claude-skills/skills/* ~/.claude/skills/
Debugging Log Analyser β paste a stack trace or error log, get a structured root cause diagnosis with probable cause, affected code path, a specific fix, and next debugging steps.
PR Description Writer β share your diff or commit list, get a reviewer-friendly PR description with summary, changes made, testing steps, and reviewer notes.
Sprint Planning Skill β paste your sprint goals and backlog items, get a complete structured sprint plan with capacity, commitments, risks, and a day-one kickoff agenda.
πΉ Drop a demo in Discussions and we'll feature it here.
On May 5, 2026, Anthropic released their first agent templates β pre-packaged Claude agents that combine skills, connectors, and subagents into ready-to-run workflows for financial services.
This library is the largest open-source collection of professional skills available β covering 17 professions beyond financial services. The 167 skills here are the building blocks for agent templates outside of finance.
An agent template packages three things into one runnable workflow:
| Component | What it is | Example from this library |
|---|---|---|
| Skills | Markdown files that teach Claude how to produce structured professional outputs | sprint-planning, contract-review, investor-update |
| Connectors | Governed access to your team's data sources | Linear, Jira, Slack, Google Drive, Notion |
| Subagents | Focused Claude models for sub-tasks within the larger workflow | Capacity analyst, risk scorer, comparables selector |
Data & metrics skills: Data Analysis Standard, Retention Analysis, Product Health Analysis. Structure metric deep-dives, funnel analysis, cohort studies and churn investigations.
Compliance & trust skills for regulated and enterprise teams: SOC 2 Readiness, GDPR Compliance, HIPAA Safeguards, ISO 27001 ISMS, Vendor Security Review, and Data Retention Policy. Each ships a stdlib scoring/validation script.
Developer-relations & open-source maintainer skills: Launch Post (Show HN/Product Hunt), Docs Quickstart, Conference Talk Proposal, Changelog Writer, README Writer, and Contributor Guide. Ship and grow developer tools and OSS projects.
Codebase intelligence for Claude Code. Indexes your codebase into five layers (Graph, Git, Docs, Decisions, Code Health) and exposes them through nine task-shaped MCP tools β so Claude understands architecture, ownership, hotspots, why code is built the way it is, and where the defect risk lives.
Vision-first skills: point a camera or screenshot at the work and get the structured artifact β whiteboard photos become specs, competitor screenshots become teardowns, slide photos become board pre-reads, chart images become data tables. Built for multimodal models (Fable 5, Sonnet, Gemini); attach images in the playground or paste them in Claude Code.
npx claudepluginhub pratik-saptarshi/pm-claude-skills --plugin pm-advancedUltra-compressed communication mode. Cuts 65% of output tokens (measured) while keeping full technical accuracy by speaking like a caveman.
Frontend design skill for UI/UX implementation
Memory compression system for Claude Code - persist context across sessions
Marketing skills for AI agents β conversion optimization, copywriting, SEO, paid ads, ad creative, and growth
Comprehensive UI/UX design plugin for mobile (iOS, Android, React Native) and web applications with design systems, accessibility, and modern patterns
Standalone image generation plugin using Nano Banana MCP server. Generates and edits images, icons, diagrams, patterns, and visual assets via Gemini image models. No Gemini CLI dependency required.