Create Reference Documents (REF) - supplementary documentation that doesn't participate in formal traceability chain
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When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also...
Create Product Requirements Documents (PRD) following SDD methodology - Layer 2 artifact defining product features...
Paid media strategy and optimization across platforms. Use when planning paid campaigns, optimizing ad performance,...
Enforces unified ID naming standards and threshold naming rules for all SDD documentation artifacts
When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage,...
AI-Driven Specification-Driven Development (SDD) workflow orchestrator - guides skill selection and general SDD methodology
When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value....
Create EARS (Easy Approach to Requirements Syntax) formal requirements - Layer 3 artifact using WHEN-THE-SHALL-WITHIN format
When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use...
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when...
Create Data Contracts (CTR) - Optional Layer 9 artifact using dual-file format (.md + .yaml) for API/data contracts
Core marketing concepts, psychology, and frameworks for effective marketing. Use for foundational knowledge on...
When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user...
Create Business Requirements Documents (BRD) following SDD methodology - Layer 1 artifact defining business needs...
When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or...
When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact...
Layer 4 artifact for Behavior-Driven Development test scenarios using Gherkin Given-When-Then format
When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email...
Create Architecture Decision Records (ADR) - Layer 5 artifact documenting architectural decisions with...
Email campaign strategy, automation, and optimization. Use when creating email sequences, improving deliverability,...
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages,...
DevOps, MLOps, DevSecOps practices for cloud environments (GCP, Azure, AWS)
Test and validate API contracts against specifications