By mileadev
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.
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 โ or a results interpretation with ship/iterate/kill recommendation.
Synthesise user signals from multiple research sources into a unified insight brief, reconciling conflicting feedback. Use when asked to make sense of data from multiple sources, synthesise user research, reconcile conflicting feedback, or when the user says 'what are users really telling us' or 'make sense of all this user data'. Produces ranked insights with confidence ratings, divergent signal analysis, and research gap identification.
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Save 8โ10 hours per week across 15 professions. Install in 2 minutes. Now with 106 skills, including 6 new engineering skills.
A community-built library of Claude Skills covering product management, engineering, marketing, data, design, Figma, leadership, legal, finance, HR, sales, operations, research, education, and more. Each skill is a structured SKILL.md file that teaches Claude how to produce professional-grade outputs for your specific workflows.
๐ Latest release (v7.0.0): 6 new engineering skills added โ Debugging Log Analyser, PR Description Writer, System Design Interview, Changelog Generator, Test Strategy Doc, and Runbook Writer. The pm-engineering bundle now has 10 skills.
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 + DevOps (10 skills) ๐ 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
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 โ 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 โ share your diff or commit list, get a reviewer-friendly PR description with summary, changes made, testing steps, and reviewer notes.
Sprint Planning Skill โ paste your sprint goals and backlog items, get a complete structured sprint plan with capacity, commitments, risks, and a day-one kickoff agenda.
๐น Drop a demo in Discussions and we'll feature it here.
6 new engineering skills added to pm-engineering:
| Skill | Bundle | What It Does |
|---|---|---|
| Debugging Log Analyser ๐ | pm-engineering | Parse stack traces and error logs into a structured root cause diagnosis with a specific fix |
| PR Description Writer ๐ | pm-engineering | Write reviewer-friendly PR descriptions from a diff, commit list, or change summary |
| System Design Interview ๐ | pm-engineering | Structure complete system design answers with capacity estimates, component deep-dives, and trade-offs |
| Changelog Generator ๐ | pm-engineering | Convert git commits into a polished, user-facing changelog following Keep a Changelog format |
| Test Strategy Doc ๐ | pm-engineering | Write a complete test strategy with risk assessment, test types, coverage targets, and P0/P1 test cases |
| Runbook Writer ๐ | pm-engineering | Write operational runbooks for deployments, incidents, and maintenance with exact commands and rollback steps |
The pm-engineering bundle now has 10 skills โ the most complete engineering toolkit in the library.
Read the full story: Part 14 โ I Rebuilt All 93 Skills and Added 7 More: What 100 Skills Taught Me About What Makes a Great Skill
7 skills added:
Planning & strategy skills: OKR Builder, Feature Prioritisation (RICE/MoSCoW/Kano/ICE), Roadmap Presentation, Pricing Strategy, RICE + Impact Matrix, Roadmap Narrative.
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.
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.
Strategy & stakeholder skills: Competitor Signal Tracker, Competitive Intelligence Monitor, Stakeholder Influence Mapper, Strategic Narrative Generator, Executive Update, Ambiguity Resolver.
npx claudepluginhub mileadev/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
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Marketing skills for AI agents โ conversion optimization, copywriting, SEO, paid ads, ad creative, and growth
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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.