
Initial feature implementation
Create tickets via Linear/Jira MCP or generate formatted ticket text
Generate PM daily plan with context
Decide when to A/B test vs just ship. Framework for experiment planning and prioritization.
Quantify feature value with driver trees, confidence levels, and the 4-step sizing framework.
Create user journey maps and customer journey maps (dual mode)
Post-meeting effectiveness feedback and continuous improvement
Create a modern, AI-era PRD for features and initiatives. Guides through clarifying questions, generates draft, and offers multi-agent review.
Advanced prototyping (Artifacts/Figma/Lovable/v0/Bolt)
Create product strategy in 1 day, 1 week, or 1 month timeframes. Progressive strategy development framework.
Set next week's priorities
Review week's progress, meetings, learnings
Product strategy docs using 7-component framework
Post-launch analysis and results documentation. Document what shipped and what we learned.
Draft team communications for Slack. Creates clear, actionable messages for different contexts.
Analyze user activation using Setup → Aha → Habit framework. Identifies activation bottlenecks.
Deep competitive analysis + ongoing monitoring. Checks user research for competitor mentions, sales notes, existing analysis. Integrates with retention-analysis and user-research-synthesis.
Connect MCPs for real-time tool integration
Document important product decisions. Creates decision logs with rationale, alternatives, and trade-offs.
Identify and validate your North Star Metric. Aligns product strategy with key business metric.
Upsell, cross-sell, and account growth tactics. Framework for revenue expansion.
STEDII framework for selecting trustworthy experiment metrics. Ensures metric validity and reliability.
Define success metrics using the STEDII framework for trustworthy experiment metrics.
Generate v0.dev, Lovable, or Bolt.new prompts for AI-powered prototyping
Post-PM-interview debrief and continuous improvement for job search
Pre-interview preparation for PM job interviews (Product Sense, Execution, Behavioral)
Comprehensive product launch planning
Create structured meeting agendas for effective collaboration
Batch process multiple meetings from a single day. Consolidates action items and insights across meetings.
Transform meeting transcripts into structured action items, decisions, and key insights. Processes raw notes, voice memos, or recordings.
Set up leading vs lagging indicators for product decisions. Framework for metric selection and tracking.
ASCII wireframes + browser capture for design matching
Multi-agent PRD review (7 perspectives)
Classify PM tasks using LNO Framework (Leverage/Neutral/Overhead) to focus on high-impact work.
Build → review → iterate prototype workflow. Structured feedback collection and iteration.
Devil's advocate PRD/document reviewer with humor and sharp critique
Cohort analysis and retention optimization framework. Identifies retention drivers and churn factors.
Generate stakeholder status updates. Creates clear, concise progress reports for different audiences.
Systematically process user interviews to extract actionable insights. Batch processes interviews and generates research reports.
Turn user interviews into actionable insights. Advanced synthesis techniques and frameworks.
Create JTBD-based interview guides for user research. Structured questions for discovery interviews.