agents

Structured debate protocols, cross-examination, and synthesis for multi-agent teams. Use when structuring multi-agent debate, cross-examining findings across reviewers, or synthesizing conflicting agent outputs into a verdict. Trigger on: 'debate protocol', 'cross-examine findings', 'synthesize agent outputs', 'devil's advocacy', 'consensus building'.

Output templates and scoring rubrics for multi-agent team workflows. Use when generating final deliverables from agent team debates, formatting validation verdicts, or scoring PRD reviews. Trigger on: 'format the team output', 'validation verdict template', 'PRD review report format', 'competitive synthesis template', 'scoring rubric'.

Detect platform, tech stack, features, integrations, and project scale from codebases. Use when scanning a codebase, analyzing project structure, discovering tech stack, or identifying integrations. Trigger on: 'scan my codebase', 'what tech stack am I using', 'analyze my project', 'discover integrations', 'what does this project do'.

Master competitive analysis templates including competitor deep-dives, battle cards, feature comparison matrices, and win/loss analysis. Use when analyzing competitors, creating battle cards for sales, positioning against alternatives, tracking competitive moves, or preparing for competitive threats. Covers competitive intelligence frameworks, positioning strategies, and templates from Crayon, Klue, and April Dunford.

GTM strategies, product positioning, messaging, and launch planning. Use when planning a product launch, entering a new market, positioning a product, or developing go-to-market strategy. Trigger on: 'plan my launch', 'GTM strategy', 'how do I position this', 'market entry plan'.

Frameworks for user interviews, question design, and qualitative research. Use when conducting user interviews, designing interview guides, researching user needs, or gathering qualitative insights. Trigger on: 'create an interview guide', 'how do I interview users', 'customer discovery questions', 'user research plan', 'validate assumptions with interviews'.

Launch planning frameworks including tiered launches, timelines, checklists, and go/no-go decisions. Use when planning product launches, creating launch timelines, aligning launch execution, or building launch playbooks. Trigger on: 'plan my launch', 'launch checklist', 'go/no-go decision', 'launch timeline', 'when should I launch'.

TAM/SAM/SOM calculations and market sizing methodologies. Use when assessing market opportunity, estimating revenue potential, or validating if a market is worth pursuing. Trigger on: 'size my market', 'TAM SAM SOM', 'how big is my market', 'market opportunity', 'is this market worth it'.

Master PRD templates including problem statements, success metrics, requirements, user stories, and technical considerations. Use when writing PRDs, documenting features, defining requirements, communicating product decisions, or creating feature specifications. Covers PRD structure, writing best practices, and templates from Amazon, Google, and high-performing PM teams.

RICE, ICE, MoSCoW, Kano, and Value vs Effort prioritization frameworks. Use when prioritizing features, ranking a backlog, scoping an MVP, or making trade-off decisions. Trigger on: 'prioritize my features', 'RICE scoring', 'what should I build first', 'rank my backlog', 'MVP scoping'.

Frameworks for measuring, achieving, and maintaining product-market fit. Use when validating new products, assessing readiness to scale, diagnosing retention, or measuring PMF. Trigger on: 'do I have product-market fit', 'PMF survey', 'very disappointed score', 'retention curve analysis', 'ready to scale'.

Product positioning and differentiation using April Dunford's framework. Use when positioning a product, defining competitive differentiation, developing messaging, or entering a new market. Trigger on: 'position my product', 'how do I differentiate', 'positioning statement', 'competitive alternatives', 'what category should I be in'.

Product roadmap frameworks including Now-Next-Later, outcome-based, and timeline formats. Use when creating a product roadmap, presenting strategy to executives or customers, planning quarterly initiatives, or choosing a roadmap format for your audience. Trigger on: 'create a product roadmap', 'what roadmap format should I use', 'plan next quarter', 'roadmap for executives vs engineering', 'now next later template'.

Techniques for writing clear product specifications, user stories, and acceptance criteria. Use when defining feature requirements, writing user stories, creating acceptance criteria, or reducing spec ambiguity. Trigger on: 'write a spec', 'acceptance criteria for this feature', 'user story format', 'define requirements', 'Given-When-Then'.

Research synthesis frameworks including affinity mapping, thematic analysis, and insight generation. Use when synthesizing interview data, identifying patterns across research, extracting actionable insights, or building personas from findings. Trigger on: 'synthesize my research', 'what themes emerged from interviews', 'affinity mapping', 'turn research into insights', 'build a persona from this data'.

Usability testing methodology, Nielsen's heuristics, and usability metrics. Use when planning usability tests, evaluating UI against heuristics, writing test scripts, or measuring task success rates. Trigger on: 'run a usability test', 'heuristic evaluation', 'usability test script', 'task success rate', 'think-aloud protocol'.

User research methods including interviews, usability testing, surveys, and analytics. Use when planning user research, choosing a research method, gathering user insights, or validating assumptions with data. Trigger on: 'plan user research', 'which research method should I use', 'how do I talk to users', 'conduct user research', 'how many participants do I need'.

User story templates with acceptance criteria, story splitting, and INVEST criteria. Use when writing user stories, defining acceptance criteria, splitting large stories, or refining a backlog for sprint planning. Trigger on: 'write user stories for this feature', 'acceptance criteria', 'Given-When-Then', 'split this epic into stories', 'INVEST criteria'.

Problem and solution validation methodologies, assumption testing, and MVP experiments. Use when validating a problem worth solving, testing solution assumptions, designing MVP experiments, or deciding whether to pivot or persevere. Trigger on: 'validate my idea', 'test my assumptions', 'design an MVP experiment', 'should I pivot', 'is this problem worth solving'.