Productboard Spark, AI built for PMs. Now available & free to try in public beta.

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Every skill modern product management needs.

Spark's Skills Library is a collection of ready-to-use, AI-powered skills built for every stage of the from early discovery, product strategy, roadmapping through launch and post-launch iteration. Each skill activates when you need it, so the right help is always one conversation away.

Analytics

Pricing Sensitivity Analysis

Analyze pricing sensitivity data to find the optimal price point and packaging structure for your product.

Discovery

Need Validation Framework

Systematically validate that a user need is real, frequent, severe, and worth solving before investing in solutions.

Career

PM Skill Gap Analysis

Identifies where a PM's current skills fall short of their target role and builds a development plan.

Documentation

Release Notes Writer

Write release notes that customers actually read — clear, benefit-focused, and honest about what changed.

Competition

Competitive Response Playbook

Prepares PMs for how to respond when a competitor launches a significant new product or feature.

Planning

OKR Setting Workshop

Write OKRs that actually drive alignment and behavior — not the kind that get filed and ignored until the end of the quarter.

Communicate

Customer Escalation Response

Craft a response to a customer escalation that acknowledges the issue, addresses it honestly, and rebuilds trust.

Analytics

A/B Test Design Advisor

Design a rigorous A/B test with proper hypothesis, sample size, success criteria, and guardrail metrics — before you run it.

Discovery

User Pain Point Synthesis

Synthesize raw user research into prioritized pain points with evidence quality ratings and product implications.

Ideation

Crazy 8s Speed Ideation

Generates 8 radically different solutions to a problem in rapid succession, designed to break anchoring bias.

Documentation

Lean Feature Brief

Write a one-page lean feature brief for smaller features that don't need a full PRD but need clear direction.

Discovery

Problem Statement Generator

Write a problem statement sharp enough to align a team, guide ideation, and prevent scope creep.

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How Skills Work

Skills activate in context.

Spark reads the context of your current work — the initiative you're in, the document you're editing, the question you're asking — and surfaces the most relevant skills automatically. No digging through menus. No starting from scratch.

Skills follow best practices.

Every skill in the library is built on proven PM frameworks and methodologies. When you use a Spark skill, you're not just getting AI assistance — you're getting structured, opinionated guidance designed to produce real PM-quality output.

Skills learn from your context.

Spark draws on your company strategy, OKRs, personas, and existing documentation to make every skill output specific to your product — not generic boilerplate.

Pre-built skills. Always on.

All skills in the Spark Skills Library come pre-built and ready to use. No setup, no configuration. Just ask, and Spark delivers.

Ready to start using skills today?

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