Installation
What It Does
An AI-powered product management partner that helps with:- Feature Specs & PRDs — Generate structured product requirements documents from a problem statement or feature idea. Includes user stories, requirements prioritization, success metrics, and scope management.
- Roadmap Planning — Create, update, and reprioritize your product roadmap. Supports Now/Next/Later, quarterly themes, and OKR-aligned formats with dependency mapping.
- Stakeholder Updates — Generate status updates tailored to your audience (executives, engineering, customers). Pulls context from connected tools to save you the weekly update grind.
- User Research Synthesis — Turn interview notes, survey data, and support tickets into structured insights. Identifies themes, builds personas, and surfaces opportunity areas with supporting evidence.
- Competitive Analysis — Research competitors and generate briefs with feature comparisons, positioning analysis, and strategic implications.
- Metrics Review — Analyze product metrics, identify trends, compare against targets, and surface actionable insights.
Commands
/write-spec
Write a feature spec or PRD from a problem statement
/roadmap-update
Update, create, or reprioritize your roadmap
/sprint-planning
Plan a sprint with work scope, capacity, and goals
/stakeholder-update
Generate a stakeholder update (weekly, monthly, launch)
/synthesize-research
Synthesize user research from interviews, surveys, and tickets
/competitive-brief
Create a competitive analysis brief
/metrics-review
Review and analyze product metrics
/write-spec
Write a feature specification or PRD. Usage:/write-spec SSO support/write-spec Enterprise customers keep asking for centralized auth/write-spec Users want to export their data as CSV
- User problem: What problem does this solve? Who experiences it?
- Target users: Which user segment(s)?
- Success metrics: How will we know this worked?
- Constraints: Technical constraints, timeline, dependencies
- Prior art: Has this been attempted before?
- Project tracker: Pulls related tickets, epics, existing requirements, identifies dependencies
- Knowledge base: Searches research docs, prior specs, meeting notes
- Design tools: Pulls mockups and wireframes
/roadmap-update
Create or update your product roadmap. Usage:- Now/Next/Later
- Quarterly themes
- OKR-aligned roadmaps
- Dependency mapping
/stakeholder-update
Generate status updates for different audiences. Usage:- Weekly update
- Monthly update
- Launch announcement
- Ad-hoc update
- Executives: High-level progress, decisions needed, risks
- Engineering: Technical details, blockers, sprint progress
- Customers: Feature announcements, benefits, migration guides
/sprint-planning
Plan a sprint by scoping work, estimating capacity, and setting clear goals. Usage:- Define sprint goals and success criteria
- Estimate team capacity (accounting for PTO, meetings)
- Scope and prioritize backlog items
- Identify dependencies and risks
- Generate sprint plan document
- Project tracker: Pulls backlog, estimates, team velocity, dependencies
- Calendar: Accounts for PTO, holidays, meetings
- Chat: Surfaces blockers and context from team discussions
/synthesize-research
Turn user research into actionable insights. Usage:- Interview transcripts
- Survey data
- Support tickets
- User feedback from multiple sources
- Thematic analysis across all inputs
- Key findings with supporting evidence
- Persona development or refinement
- Opportunity areas prioritized by frequency and impact
- Actionable recommendations
/competitive-brief
Analyze competitors and generate strategic briefs. Usage:- Feature comparison matrix
- Positioning analysis
- Win/loss insights (from connected CRM)
- Strategic recommendations
/metrics-review
Analyze product metrics and surface insights. Usage:- Metric trend analysis
- Comparison against targets
- Anomaly detection
- Actionable optimization recommendations
- Dashboard design suggestions
Skills
Domain expertise that powers the commands:feature-spec
PRD structure, user stories, requirements categorization, acceptance criteria
roadmap-management
Prioritization frameworks (RICE, MoSCoW), roadmap formats, dependency mapping
stakeholder-comms
Update templates by audience, risk communication, decision documentation
user-research-synthesis
Thematic analysis, affinity mapping, persona development, opportunity sizing
competitive-analysis
Feature comparison matrices, positioning analysis, win/loss analysis
metrics-tracking
Product metrics hierarchy, goal setting (OKRs), dashboard design, review cadences
Prioritization Frameworks
Theroadmap-management skill includes frameworks like:
RICE (Reach, Impact, Confidence, Effort)
- Reach: How many users affected?
- Impact: How much value for each user?
- Confidence: How certain are we?
- Effort: How much work required?
- Categorizes requirements by necessity
- Useful for scope management and release planning
MCP Integrations
Connect your PM tools for richer context:| Category | Examples | What It Enables |
|---|---|---|
| Project Tracker | Linear, Asana, monday.com, ClickUp, Atlassian (Jira/Confluence), Shortcut, Basecamp | Roadmap integration, ticket context, status tracking, dependency mapping |
| Knowledge Base | Notion, Confluence, Guru, Coda | Existing specs, research notes, meeting notes, decision records |
| Design | Figma, Sketch, Adobe XD | Design context, mockups, handoff files |
| Product Analytics | Amplitude, Pendo, Mixpanel, Heap, FullStory | Usage data, metrics, behavioral analysis, funnels |
| User Feedback | Intercom, Productboard, Canny, UserVoice | Support tickets, feature requests, user conversations |
| Meeting Transcription | Fireflies, Gong, Dovetail, Otter.ai | Meeting notes, discussion context, decision history |
| Chat | Slack, Microsoft Teams | Team context, stakeholder threads, discussions |
| Competitive Intelligence | Similarweb, Crayon, Klue | Competitor traffic, market benchmarks, competitive moves |
Plugin files use
~~category placeholders (like ~~project tracker) to work with any connected tool in that category. The plugin is tool-agnostic.Example Workflows
Writing a PRD
Preparing a Stakeholder Update
Synthesizing User Research
Competitive Analysis
Best Practices
For Specs
- Be opinionated about scope — tight specs are better than expansive vague ones
- If an idea is too big, break it into phases and spec the first phase
- Success metrics should be specific and measurable, not vague
- Non-goals are as important as goals (they prevent scope creep)
For Research Synthesis
- More context = better insights — provide as much raw research as possible
- Claude looks for patterns across multiple sources
- Tag any known constraints or business context upfront
For Stakeholder Updates
- Tailor by audience — execs want decisions and risks, engineers want technical details
- Pull context from connected tools to save time
- Be transparent about blockers and dependencies