pm-claude-skills

Process discipline for professional work — the difference between an agent that produces output and one that produces outcomes. Interview the requester before building, brainstorm divergent-then-convergent, write and execute real plans, verify before declaring done, orchestrate subagents, work incrementally, and simplify what you built.

Working with AI, organisation-side: the questions every manager is asking this year. Audit whether the AI spend paid, redesign roles AI has changed, write a usable AI policy, review performance when output is AI-assisted, and clear the slop out of your content.

Build for the agent era: products are getting non-human users. Spec an MCP server properly, audit whether agents can actually use your product, migrate seat pricing before agents break it, design human-in-the-loop approval surfaces, and get voice agents right.

Vision-first skills: point a camera or screenshot at the work and get the structured artifact — 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.

Operate AI agents and LLM features in production: prompt regression suites, model migration plans, context-engineering reviews, agent incident postmortems, and observability specs — plus the pm-ai evaluation and cost skills they build on.

Put recurring rituals on autopilot: charter what to automate, schedule it on any runner (Claude Code routines, cron, n8n, GitHub Actions), and make every run delta-aware so it reports what changed, not what it already said. Ships with the recurring skills worth scheduling.

Hands-on application & operational security skills: Threat Model (STRIDE), Security Review, Vulnerability Triage (CVSS), Security Incident Response, and Pentest Report. Defensive security and authorized testing for systems you own or are permitted to assess.

Government & public-policy skills: RFP Response, Policy Memo, Public Comment, Briefing Note, FOIA Request, and Regulatory Impact Analysis. For public servants, GovTech vendors, policy teams, and anyone working with government — drafting aids, not legal advice.

Product Marketing skills: Win/Loss Analysis, Sales Enablement, Pricing-Page Copy, Analyst Relations, Customer Advisory Boards, Voice of Customer, Launch Tiering, and Demo Scripts. Turn product value into messaging, enablement, and launches that land.

Engineering craft & process discipline for working with coding agents: TDD Workflow, Bug Diagnosis, Refactoring Plan, Session Handoff, PR Description, and Code Review Guide. How to work, not just what to ship — the disciplines that keep AI-assisted code sane.

Personal-finance skills for individuals: Budget Builder, Debt Payoff Plan, Investing Policy Statement, Net Worth Statement, Savings Goal Plan, and Expense Audit. Educational planning aids — not regulated financial advice.

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.

Real-estate skills for agents, buyers, and investors: Property Listing, Comparative Market Analysis, Property Offer Letter, Property Investment Analysis, Open House Plan, and Tenant Screening Guide. Market, price, and evaluate property — Fair-Housing-aware drafting aids, not legal advice.

QA & testing skills: Test Case Writer, Bug Report, Exploratory Test Charter, Regression Test Plan, QA Release Sign-off, and API Test Plan. Find bugs early and ship with evidence, not vibes.

Turn ideas into visuals: Flowchart, Architecture Diagram, User Journey Map, Org Chart, Sequence Diagram, Mind Map, Gantt Roadmap, ER Diagram, and Chart (bar/line/pie) — plus Announcement & Quote cards. Diagram & chart skills render live in the playground and export to PNG/SVG; card skills export as image.

Translation & localization skills: Professional Translator, Transcreation, Localization Brief, Subtitle & Caption, Glossary Builder, and i18n Readiness Review. Reach every market — translation as a real job, not word-for-word.

Accounting & bookkeeping skills for finance ops and small businesses: Invoice Generator, Expense Policy, Collections Email, Financial Statement Explainer, Bookkeeping Categorization, and Cash Flow Forecast. Practical money admin — drafting aids, not tax/accounting advice.

Recruiting & talent-sourcing skills: Boolean Search Builder, Recruiter Outreach, Interview Question Bank, Candidate Scorecard, Offer Letter, and Sourcing Strategy. Source, assess, and close candidates — structured and fair.

UX writing & content design skills: Microcopy Writer, Error Message Writer, Empty State Writer, Product Naming, Content Style Guide, and Onboarding Copy. The small words that make a product clear, usable, and on-voice.

E-commerce & retail skills that sell: Product Description, Marketplace Listing Optimizer, Return & Refund Policy, Promotion Plan, Review Response, and Category Page Brief. Listings that rank and convert, promos with the margin math, and reviews handled well.

Support & customer-ops skills: Support Macro, Help-Center Article, CSAT/NPS Analysis (with an NPS calculator), Support Runbook, Escalation Tree, and KB Audit. For frontline support, CX, and success teams.

Consulting & freelance skills: Consulting Proposal, Statement of Work, Client Discovery, Case Study Write-up, Rate Card, and Engagement Retro. Win, scope, deliver, and grow client work — pairs with the themed PDF export.

Analytics-engineering skills: dbt Model Spec, Data Contract, Metric Semantic Layer, Experiment Readout (with a stdlib significance calculator), SQL Optimizer, and Data Quality Checks.

Produce real, editable Office files (not markdown): Excel Model (live formulas), Slide Deck (.pptx), and Word Document (.docx). Generated via openpyxl / python-pptx / python-docx — needs a code-execution environment (Claude Code, API code tool, or Claude.ai).

Communication & influence skills everyone needs: Difficult Conversation, Giving Feedback, Managing Up, Executive Presence, Saying No, and a Persuasion Brief. The soft skills that decide careers.

Crisis & sensitive communications skills for high-stakes moments: PR Crisis Response, Incident Public Statement, Customer Outage Notice, Layoff Communication, and Apology Letter.

Healthcare documentation skills for clinicians and health teams (drafting aids for clinician review, not medical advice): SOAP Note, Discharge Summary, Prior Authorization Letter, and Clinical Trial Protocol.

Life-admin letters that get results: Complaint Letter, Dispute Letter, Reference Letter, Rental Application, and Insurance Claim. The everyday correspondence everyone needs, done well.

Executable business calculators — each ships a stdlib script: Unit Economics (LTV/CAC), SaaS Metrics (NRR/quick ratio), Runway (default alive/dead), Pricing, and ROI/NPV. Verifiable math, not vibes.

Copywriting & conversion skills: Value Proposition, Landing Page Copy, Sales Page, Ad Copy, Cold Email, Headline Options, and Email Sequence. Words that convert — pairs with the themed PDF export.

Land the job: JD Decoder, Company Brief, Outreach Message, Follow-Up Sequence, and Interview Prep. The active-job-hunt toolkit — pairs with the pm-personal documents (resume, cover letter, LinkedIn) and the Job Search hub.

Personal & professional documents for you: Resume/CV, Cover Letter, Personal Bio, LinkedIn Profile, Portfolio Page, and One-Pager. Pair with the playground's themed PDF export for beautifully typeset output.

Career & growth skills for advocating for yourself: Brag Doc, Self-Review, Promotion Packet, 1:1 Prep, Career Ladder Map, and Salary Negotiation (with a total-comp comparison script).

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.

Growth & marketing skills: Marketing Funnel Plan, Lifecycle/CRM Plan, Paid Acquisition Plan, Growth Experiment Backlog, Retention Loop Design, Referral Program Design, Messaging Framework, and Conversion Rate Optimization.

AI/ML engineering skills for shipping AI features responsibly: Model Card, AI Eval Plan, RAG Design Doc, Agent Spec, Dataset Datasheet, AI Feature PRD, LLM Cost & Latency Budget, Prompt Optimizer, Eval Rubric Designer, RAG Architecture Review, LLM Guardrails Spec, Agent Design Review, and Model Selection Advisor.

Core PM skills: PRD Template, Meeting Notes, Stakeholder Update, User Research Synthesis, and Competitive Analysis. The 5 skills every PM needs first.

Discovery & research skills: Discovery Interview Guide, Job Story Mapper, User Interview Synthesis, Assumption Mapper. Structure user research from screener to synthesis.

Planning & strategy skills: OKR Builder, Feature Prioritisation (RICE/MoSCoW/Kano/ICE), Roadmap Presentation, Pricing Strategy, RICE + Impact Matrix, Roadmap Narrative.

Sprint & delivery skills: Sprint Planning, Technical Spec Template, A/B Test Planner, Go-to-Market Planner, Product Launch Checklist, Sprint Brief, Retro Analysis, User Story Writer, Launch Readiness.

Data & metrics skills: Data Analysis Standard, Retention Analysis, Product Health Analysis. Structure metric deep-dives, funnel analysis, cohort studies and churn investigations.

Strategy & stakeholder skills: Competitor Signal Tracker, Competitive Intelligence Monitor, Stakeholder Influence Mapper, Strategic Narrative Generator, Executive Update, Ambiguity Resolver.

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.

PM Weekly Review: a 20-minute structured ritual covering metrics movement, shipping progress, customer insights, and next week's top 3 priorities in a shareable update.

Marketing & GTM skills: Go-To-Market Planner, Content Calendar, Competitor Teardown, Email Campaign, SEO Content Brief, Media Pitch. Build positioning statements, messaging pillars, feature lists, use cases, SEO-optimised content briefs, and journalist pitches.

Engineering & tech skills: Code Review Checklist, Incident Postmortem, API Docs Writer, Architecture Decision Record, Debugging Log Analyser, PR Description Writer, System Design Interview, Changelog Generator, Test Strategy Doc, Runbook Writer, CI/CD Playbook, SLO & Error Budget, Developer Onboarding Doc, On-Call Runbook, Security Threat Model, Performance Budget, Database Schema Design, Database Migration Plan, Technical Debt Register, RFC Writer, Capacity Planning, Load Testing Plan, Disaster Recovery Plan, Feature Flag Guide, Dependency Audit, Service Catalog Entry, Monitoring Setup Guide, Local Dev Setup, API Versioning Strategy, Infra-as-Code Review, Engineering Weekly Report, Tech Radar, Sprint Velocity Analysis, Microservices Decomposition, Engineering Hiring Rubric, Context Mode, Claude Superpowers, Skill Security Auditor, Error Decoder, Regex Builder, Git Troubleshooter, Dependency Conflict Resolver, Code Explainer, Writing Great Skills. 44 structured skills for engineering teams, SREs, technical PMs, and Claude Code power users — including a meta-skill for authoring high-quality SKILL.md files.

Customer Success skills: Customer Health Scorecard, QBR Deck, Escalation Brief, Churn Analysis. Score account health with a weighted RAG framework, build structured QBR decks with value narratives, write crisp escalation briefs for at-risk accounts, and analyse churn by category and segment with prioritised interventions.

Data & analytics skills: Metrics Framework, SQL Query Explainer, Dashboard Brief, Cohort Analysis, Data Pipeline Spec, Chart Data Extractor, A/B Test Readout, Metric Tree Builder, Data Quality Audit. Build North Star metric trees, explain and optimise SQL, spec dashboards, read out A/B test results with significance and guardrails, and audit datasets for quality before you trust them.

Leadership & people skills: Performance Review, Hiring Rubric, Team Offsite Planner. Write structured reviews, build interview scorecards, and plan offsites from goals to minute-by-minute agenda.

Design & UX skills: UX Research Plan, Design Critique, Accessibility Audit. Create research plans with discussion guides, critique designs using JTBD and Gestalt principles, and audit for WCAG 2.2 compliance.

Business, strategy & governance skills: Investor Update, Board Deck Narrative, Board Pre-Read, Board Minutes, Decision Memo, Strategy Memo, Capital Allocation, and Job Application. Write investor updates investors read, structure board materials, capture formal board decisions, and make crisp strategy calls.

Legal skills: Contract Review, NDA Analyser, Legal Brief, Compliance Checklist, Privacy Policy Drafter, Demand Letter, Clause Explainer. Flag risks in contracts and NDAs, draft legal memos in IRAC format, generate GDPR/SOC 2/FCA compliance checklists, draft plain-language privacy policies and demand letters, and decode any contract clause. Not a substitute for qualified legal advice.

Founder & startup skills: Startup Idea Validator, Fundraising FAQ, Cap Table Explainer, Founder-Market Fit, Investor Cold Email, Runway Planner. Pressure-test an idea, prep for investor Q&A, explain dilution and SAFEs, articulate why-you/why-now, write outreach that gets replies, and decide when to raise. Not legal or financial advice.

Educator skills: Lesson Plan, Rubric Builder, Quiz Generator, Parent Communication, IEP Goal Support, Student Feedback. Build standards-aligned lessons with differentiation, fair grading rubrics, quizzes with answer keys, warm parent messages, measurable SMART IEP goals, and constructive feedback that tells students how to improve. A drafting aid for teachers — not legal advice.

Content creator skills: Content Repurposer, Hook Writer, Short-Form Script, Newsletter Writer, Creator Brand Kit, Creator Media Kit. Atomize one piece into a multi-platform pack (thread, LinkedIn, newsletter, carousel, Reel), write scroll-stopping hooks, script TikToks/Reels/Shorts, draft newsletter issues, define your niche/voice/pillars, and land sponsorships. The craft layer of the creator stack — pairs with the ContentGoldMine app for one-click automation.

Finance skills: Financial Model Narrative, Budget Variance Analysis, Investor Pitch Deck, Financial Due Diligence, Tax Planning Checklist. Turn numbers into board-ready narratives, explain variances, structure pitch decks, generate DD checklists, and review year-end tax planning opportunities.

HR skills: Job Description Writer, Onboarding Plan, Employee Engagement Survey, Redundancy Consultation, Change Management Plan. Write inclusive JDs, build 30/60/90-day plans, design engagement surveys, structure redundancy processes, and manage organisational change with stakeholder analysis and adoption metrics.

Sales skills: Sales Battlecard, Discovery Call Prep, Proposal Writer, Account Plan, Sales Forecasting Model. Build competitive battlecards, prepare discovery calls, write winning proposals, create account plans, and build pipeline-based revenue forecasts with scenario analysis.

Operations & procurement skills: Process Documentation, SOP Writer, Vendor Evaluation, RFP Writer, Vendor Contract Checklist, Project Status Report, Workshop Facilitation Guide. Document workflows, write audit-ready SOPs and RFPs, evaluate vendors and review their contracts, produce RAG status reports, and design facilitated workshops.

Nonprofit fundraising & stewardship skills: Impact Report, Case for Support, and Donor Update. Show funders what their giving achieved and keep supporters close.

Research and healthcare skills: Clinical Case Summary, Research Protocol, Patient Communication, Literature Review. Write SBAR handovers, design research protocols, draft accessible patient communications, and structure literature reviews.

Cross-profession skills: Press Release, Grant Proposal, Executive Summary, Teaching Lesson Plan. Write journalist-ready press releases, structure grant applications, produce decision-ready executive summaries, and design complete lesson plans for any subject, audience, or setting.

Figma skills for PMs and designers: Component Audit, Design Brief, Annotation Guide, Design Review, User Flow Planner, Variant Matrix, Spacing System, Prototype Plan, Design QA, PM Design Critique. Work smarter across the full Figma design lifecycle.

Social Media skills: Social Media Audit, Influencer Brief, Community Management Playbook, Social Ad Campaign, Viral Content Framework. Score your social presence, brief influencer partnerships, manage communities at scale, plan paid social campaigns with full ad copy, and build a repeatable system for shareable content.

Writers & Content Creators skills: Instagram Post Downloader, AEO Optimizer, Thumbnail Creator, Substack Notes Scraper, Notes Humanizer, YouTube Script Writer. Download Instagram carousels as PDFs, restructure articles for AI citation, generate thumbnail candidates via Gemini, export Substack Notes analytics to Excel, strip AI writing patterns from any text, and write retention-optimized YouTube scripts with hooks and visual/audio cues.