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

Try Spark

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.

Strategy

Strategic Bet Framing

Frame a strategic bet so clearly that decision-makers can evaluate it, resource it, and hold you accountable.

Launch

Launch Metrics Dashboard

Design a launch monitoring dashboard that tells you within hours whether the launch is healthy or needs intervention.

Competition

Competitive Landscape Mapper

Builds a structured view of the competitive landscape across multiple dimensions to reveal positioning opportunities.

Planning

Planning Anti-Patterns Checker

Audit your planning process for the most common anti-patterns that cause plans to fail before execution even begins.

Discovery

Continuous Discovery Habit Builder

Design a sustainable continuous discovery rhythm that gives your team weekly user contact without consuming all their time.

Analytics

Experiment Results Interpreter

Interpret A/B test results correctly — including edge cases, multiple metrics, segment effects, and the ship/don't ship decision.

Analytics

Retention Cohort Analysis Guide

Analyze retention cohorts to identify when users churn, why retention varies across cohorts, and what drives long-term retention.

Market Analysis

TAM/SAM/SOM Calculator

Builds a rigorous, bottom-up market sizing analysis with multiple validation approaches.

Productivity

Weekly Planning Ritual

A structured beginning of the week process tailored for PMs.

Productivity

Async Communication Upgrade

Redesigns a PM's async communication to reduce back-and-forth and improve clarity.

Documentation

Definition of Done Checklist

Create a team-specific Definition of Done checklist that sets a consistent quality bar for every feature that ships.

Documentation

Acceptance Criteria Generator

Write tight, testable acceptance criteria that leave no ambiguity for engineering or QA.

1

...

11

12

13

14

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?

newsletter

Join thousands of Product Makers who already enjoy our newsletter