Create Prd
Create a Product Requirements Document using a comprehensive 8-section template covering problem, objectives, segments, value propositions, solution, and release planning. Use when writing a PRD, documenting product requirements, preparing a feature spec, or reviewing an existing PRD.
Funnel Analysis
Analyze a conversion funnel — identify drop-off points, calculate stage-by-stage conversion rates, generate leakage hypotheses, and recommend improvement experiments. Use when diagnosing funnel performance, prioritizing optimization work, or designing experiments to improve conversion.
Learn Metrics
Interactive metrics workshop teaching North Star metrics, input metrics, and counter-metrics through a scored, Socratic exercise with a fictional B2C app scenario.
Adr
Document architecture and product decisions using the Nygard ADR format — captures context, alternatives considered, and consequences so the team never asks 'why did we do it this way?' again. Use when making architecture decisions, choosing between technical approaches, selecting vendors, or any decision that will be hard to reverse.
User Stories
Create user stories following the 3 C's (Card, Conversation, Confirmation) and INVEST criteria with descriptions, design links, and acceptance criteria. Use when writing user stories, breaking down features into backlog items, or defining acceptance criteria.
Positioning Ideas
Brainstorm product positioning ideas differentiated from competitors. Identifies top competitors and generates positioning statements with rationale. Use when developing product positioning, differentiating from competitors, or crafting brand positioning strategy.
Writer
General-purpose PM writing assistant for briefs, emails, status updates, Slack messages, proposals, and presentations — adapts tone and structure to audience. Use when drafting any PM communication, writing an email, preparing a brief, or polishing a message.
Marketing Ideas
Generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale. Use when brainstorming marketing campaigns, planning product promotion, or looking for creative marketing tactics.
Learn Discovery
Interactive Socratic learning module on continuous product discovery using Teresa Torres's Opportunity Solution Tree framework.
Wwas
Create product backlog items in Why-What-Acceptance format — independent, valuable, testable items with strategic context. Use when writing structured backlog items, breaking features into work items, or using the WWA format.
Ai Data Strategy
Define a data strategy for AI products covering training data requirements, data quality, labeling strategy, feedback loops, and continuous retraining. Use when assessing data readiness for an AI feature, designing a data flywheel, or planning an ML data pipeline.
Pre Mortem
Run a pre-mortem risk analysis on a PRD or launch plan. Categorizes risks as Tigers (real problems), Paper Tigers (overblown concerns), and Elephants (unspoken worries), then classifies as launch-blocking, fast-follow, or track. Use when preparing for launch, stress-testing a product plan, or identifying what could go wrong.
Summarize Meeting
Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items. Use when processing meeting recordings, creating meeting notes, writing meeting minutes, or recapping discussions.
Learn Execution
Interactive learning module on product execution: writing PRDs, building outcome-focused roadmaps, setting OKRs, running sprint planning, and managing delivery without micromanaging engineers.
Event Tracking Plan
Design an analytics instrumentation plan — define key events, properties, naming conventions, and produce a tracking spec document that engineers can implement. Use when setting up analytics for a new product, redesigning a tracking schema, or onboarding engineers to instrumentation work.
Ai Feature Definition
Write a complete AI feature specification that defines desired model behaviour, input/output examples, confidence thresholds, fallback logic, and non-functional requirements. Use when defining requirements for an AI-powered feature, writing an AI PRD, or bridging the gap between PM intent and ML team implementation.
Sql Queries
Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas from uploaded diagrams or documentation. Use when writing SQL, building data reports, exploring databases, or translating business questions into queries.
Responsible Ai
Assess an AI feature or product for ethical risks, bias, safety issues, fairness gaps, and regulatory compliance. Use when reviewing an AI feature before launch, conducting a responsible AI audit, or responding to a bias or safety concern.
Ai Model Evaluation
Evaluate and compare LLMs, ML APIs, and fine-tuned models for product fit across quality, latency, cost, compliance, and vendor risk dimensions. Use when selecting an AI model or vendor, comparing foundation model options, or making build-vs-API decisions for a product use case.
Test Scenarios
Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes. Use when writing QA test cases, creating test plans, defining acceptance tests, or preparing for feature validation.
Prioritization
Unified prioritization skill that adapts to what you're prioritizing: features (ICE/RICE/Opportunity Score), assumptions (Impact × Risk matrix + experiment design), backlog items (strategic alignment + effort), or general trade-offs. Includes reference to all 9 prioritization frameworks. Use when prioritizing a backlog, triaging assumptions, ranking ideas, or choosing between competing initiative…
Edge Cases
Systematically identify error states, boundary conditions, and recovery paths for a feature using the BOUNDARY method — reduces post-launch defects by surfacing what specs miss. Use after writing a PRD, before sprint planning, during QA planning, or when reviewing acceptance criteria for completeness.
Learn Prioritization
Interactive prioritization framework module where learners apply RICE, ICE, and Opportunity Score to a realistic product backlog and learn when each framework is most useful.
Meeting Prep
Prepare for any PM meeting — 1:1s, stakeholder alignments, leadership reviews, and cross-functional planning sessions with structured talking points, anticipated questions, and success criteria. Use when preparing for a meeting, building an agenda, or anticipating stakeholder questions.
Gtm Motions
Identify the best GTM motions and tools across 7 motion types: Inbound, Outbound, Paid Digital, Community, Partners, ABM, and PLG. Use when selecting marketing channels, choosing between inbound and outbound strategy, or planning cross-channel campaigns.
Learn Capstone
Capstone project for the PM Foundations Course: act as PM for a product from discovery through launch decision, applying every framework learned across all prior modules in a single integrated case study.
Retro
Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines. Use when running a retrospective, reflecting on a sprint, creating action items from team feedback, or learning how to run effective retros.
Sprint Plan
Plan a sprint with capacity estimation, story selection, dependency mapping, and risk identification. Use when preparing for sprint planning, estimating team capacity, selecting stories, or balancing sprint scope against velocity.
Ai Incident Response
Handle AI model failures, quality regressions, bias incidents, and safety issues with a structured response runbook. Use when an AI feature produces harmful outputs, when model quality degrades in production, or when preparing an incident response plan for an AI system.
Metric Definition
Define and distinguish operational, vanity, and actionable metrics. Write complete metric specs with name, definition, data source, calculation formula, owner, and review cadence. Use when formalizing metrics, building a metrics dictionary, or aligning a team on how metrics are measured.
Outcome Roadmap
Transform an output-focused roadmap into an outcome-focused one that communicates strategic intent. Rewrites initiatives as outcome statements reflecting user and business impacts. Use when shifting to outcome roadmaps, making a roadmap more strategic, or rewriting feature lists as outcomes.
Stakeholder Update
Create structured stakeholder updates, status reports, and executive summaries — weekly updates, quarterly reviews, and quick status messages with audience-calibrated detail. Use when writing a status update, preparing a progress report, creating an executive summary, or sharing project status.
Learn Ai Pm
Interactive Socratic learning module on AI product management: model evaluation, responsible AI, prompt engineering, AI metrics, and managing AI features in production.
Product Name
Brainstorm 5 unique, memorable product names with rationale aligned to brand values and target audience. Use when naming a new product, rebranding, or exploring product name ideas.
Ab Test Analysis
Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. Use when evaluating experiment results, checking if a test reached significance, interpreting split test data, or deciding whether to ship a variant.
Stakeholder Map
Build a stakeholder map using a power/interest grid, identify communication strategies per quadrant, and generate a communication plan. Use when managing stakeholders, preparing for a launch, aligning cross-functional teams, or planning stakeholder engagement.
Gtm Strategy
Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline. Use when planning a product launch, creating a GTM plan from scratch, or defining a launch strategy for a new market.
Ai Build Buy Partner
Evaluate AI capability sourcing options across build, buy, fine-tune, and partner archetypes using a structured decision matrix. Use when deciding whether to build a custom model, use an LLM API, fine-tune a base model, or partner with an AI vendor.
Cohort Analysis
Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights. Use when analyzing user retention by cohort, studying feature adoption over time, investigating churn patterns, or identifying engagement trends.
Ideal Customer Profile
Identify the Ideal Customer Profile (ICP) from research data with demographics, behaviors, JTBD, and needs. Use when defining your ICP, analyzing PMF survey data, or understanding who your best customers are.
Learn Pm Course
PM Foundations Course coordinator: enroll in the structured 11-module PM learning curriculum, track your progress through units, and get personalized guidance on your next step in the course.
Release Notes
Generate user-facing release notes from tickets, PRDs, or changelogs. Creates clear, engaging summaries organized by category (new features, improvements, fixes). Use when writing release notes, creating changelogs, announcing product updates, or summarizing what shipped.
Job Stories
Create job stories using the 'When [situation], I want to [motivation], so I can [outcome]' format with detailed acceptance criteria. Use when writing job stories, creating JTBD-style backlog items, or expressing user situations and motivations.
Ai User Research
Research user expectations, mental models, trust calibration, and interaction patterns for AI-powered features. Use when planning user research for an AI feature, evaluating user trust and satisfaction with AI outputs, or designing feedback collection for a machine learning system.
Growth Loops
Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral. Use when designing growth mechanisms, building product-led traction, or understanding how growth loops work.
Product Metrics
Define a complete product metrics framework: North Star metric selection, input metrics, dashboard design, alert thresholds, and — for AI products — a four-layer AI metrics stack (model quality, operational, product-level, business). Use when setting up metrics for a new product, choosing a North Star, designing a dashboard, or defining KPIs for an AI feature.
Prompt Engineering
Craft, evaluate, and manage production-quality prompts including system prompts, few-shot examples, chain-of-thought instructions, and guardrails. Use when designing prompts for a product feature, improving output quality, reducing hallucinations, or building a prompt versioning strategy.
Brainstorm Okrs
Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results. Use when setting quarterly OKRs, aligning team goals with company strategy, drafting objectives, or learning how to write effective OKRs.
Learn Foundations
Interactive introductory module covering PM fundamentals: the PM role, core mindset, key frameworks overview, and the PM skill tree — designed for those new to product management.
Solution Brief
Create a lightweight one-page solution pitch that summarizes the problem, proposed approach, alternatives considered, risks, success metrics, and effort estimate with a clear next-step recommendation (PRD / spike / kill / pivot). Serves as the decision gate between discovery and full requirements. Use after discovery and before writing a full PRD, when presenting options to leadership, or when a…