/analytical-pm
Structured analytical and metrics framework for AI product roles. Covers: metrics, goal-setting, root-cause analysis, trade-offs, A/B tests.
$ npx -y skills add aroyburman-codes/pm-skills --skill analytical-pm --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/analytical-pm
Context preview
The summary Claude sees to decide when to auto-load this skill.
Structured analytical and metrics framework for AI product roles. Covers: metrics, goal-setting, root-cause analysis, trade-offs, A/B tests.
Structured frameworks for AI product managers — covering daily workflows, product thinking, and technical depth.
Other skills on pm-skills.
- /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.
Open skill - /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.
Open skill - /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.
Open skill - /behavioral-pm
Structured behavioral PM framework for AI product roles. Covers: leadership stories, conflict resolution, stakeholder management.
Open skill - /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.
Open skill - /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.
Open skill