Repository scanning, tech stack identification, architecture signal extraction, and domain mapping. Trigger: analyze repository, scan codebase, map architecture, identify tech stack, discover structure.

Technical debt classification, interest estimation, and payoff prioritization. Trigger: "quantify tech debt", "debt inventory", "debt interest", "technical debt".

Conway's Law analysis, team interaction modes, cognitive load assessment, organizational design for delivery. Use when user asks to "analyze team topology".

Designs narrative arcs for technical deliverables that transform data and findings into compelling, memorable stories. Trigger: "tell the story", "narrative arc", "make it compelling".

Designs frontend and backend state management patterns, caching layers, and synchronization strategies. Trigger: "state management", "frontend state", "backend state", "state synchronization", "global state".

Influence/interest matrix analysis, RACI definition, communication plan design, and stakeholder engagement strategies for technical projects. Trigger: "stakeholder mapping", "RACI", "influence matrix", "communication plan", "stakeholder analysis".

End-to-end integration design, cross-cutting concerns resolution, and system composition for complex software solutions. Trigger: "solutions architecture", "integration design", "system composition", "cross-cutting concerns".

Creates phased execution roadmaps with investment horizons, risk-adjusted timelines, and dependency management. Trigger: "roadmap", "execution plan", "phased delivery", "timeline".

Software and technology viability validation — deep forensic analysis of maintainability, scalability, security posture. Use when user asks to "validate software viability".

Module design, layer boundaries, design patterns, ADR generation, and quality attribute analysis for software systems. Trigger: "software architecture", "module design", "design patterns", "ADR", "quality attributes", "layered architecture".

Technical SEO audit and implementation: structured data (JSON-LD), meta tags, Open Graph/Twitter Cards, XML sitemap, robots.txt, Core Web Vitals optimization, crawl budget management, and canonical URL strategy.

STRIDE threat modeling, attack surface mapping, and threat tree generation. Trigger: "threat model", "STRIDE analysis", "attack surface", "threat assessment".

OWASP vulnerability patterns, secret detection, and authentication/authorization analysis. Trigger: "security scan", "OWASP check", "secret detection", "auth analysis".

Threat modeling, zero trust design, identity architecture, encryption strategy, and compliance mapping for software systems. Trigger: "security architecture", "threat model", "zero trust", "identity", "encryption", "compliance", "OWASP".

Plan and execute database schema migrations with up/down scripts, zero-downtime DDL patterns, seed data management, rollback procedures, and ORM vs raw SQL decision framework. Covers Postgres, MySQL, and SQLite.

Tree of Thought evaluation, multi-dimensional weighted scoring, trade-off analysis, and decision matrix generation for technical decisions. Trigger: "scenario analysis", "trade-off", "decision matrix", "weighted scoring", "tree of thought", "compare options".

Horizontal/vertical scaling analysis, stateless/stateful assessment, and capacity planning. Trigger: "assess scalability", "can this scale", "scaling strategy", "capacity planning".

Generate Supabase project with auth, RLS policies, edge functions, type generation. Use when user asks to "scaffold a Supabase project".

Generate production-ready React project with TypeScript, Tailwind, testing, CI/CD. Use when user asks to "scaffold a React app".

Generate Next.js 15 App Router project with auth, database, API routes. Use when user asks to "scaffold a Next.js app".