mao-sovereign-architect

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".

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.

Provides industry context, regulatory landscape analysis, competitive benchmarks, and sector-specific technology trends. Trigger: "industry context", "sector analysis", "regulatory landscape", "benchmarks".

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".

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

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

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.

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".

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

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

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".

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".

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

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

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

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

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

Fact-checking technical claims, multidimensional feasibility validation across performance, integration, scalability, security, and team capability. Trigger: "technical feasibility", "feasibility study", "fact check", "can we build", "is it possible".

Applies progressive disclosure, precise terminology, and evidence attribution to technical documents. Trigger: "write the document", "technical documentation", "progressive disclosure".

Test coverage gaps, test quality metrics, and testing strategy assessment. Trigger: "analyze test coverage", "test quality", "coverage gaps", "testing strategy".