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.

Technical Collaboration

Technical Feasibility Questionnaire

Generate the right questions to ask engineering when evaluating technical feasibility — so you get useful answers, not just 'it depends'.

Technical Collaboration

Tech Debt Negotiation Framework

Negotiate tech debt investment with product and engineering leadership using a shared framework — not a vague 'we need time to clean up'.

Technical Collaboration

Technical Dependency Mapper

Map technical dependencies across a project to surface blockers, hidden coupling, and architectural risks before they slow you down.

Technical Collaboration

Engineering Capacity Conversation

Navigate a difficult conversation about engineering capacity — whether you're asking for more, explaining constraints, or making trade-off decisions.

Technical Collaboration

API Design Review for PMs

Review an API design from a PM perspective — ensuring it supports the user experiences you need to build and doesn't create hidden limitations.

Technical Collaboration

Incident Post-Mortem Partner

Facilitate a blameless post-mortem that produces real learning and prevents recurrence — not just a root cause list.

Technical Collaboration

Build Effort Estimator

Get more accurate build estimates by asking the right questions and structuring the estimation conversation to surface unknowns early.

Technical Collaboration

Architecture Decision Support

Support an architecture decision as a PM by understanding the product implications of different approaches — without pretending to be an engineer.

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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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