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

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".

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".

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 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".

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".

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".

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".

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".

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".

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".