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Generate phased implementation roadmaps with Epic/Story/Task breakdown, effort estimates, and validation checkpoints. Us...

Infrastructure and development cost estimation for technical projects. Use when planning budgets, evaluating build vs bu...

Recommend architecture patterns (monolith, microservices, serverless, modular monolith) based on scale, team size, and c...

Generate structured 8-section validation reports with verdict (GOOD/BAD/NEEDS MAJOR WORK), strengths, critical flaws, bl...

Guidance for scaling systems from startup to enterprise scale. Use when planning for growth, diagnosing bottlenecks, or...

Generate targeted clarifying questions (2-3 max) that challenge vague requirements and extract missing context. Use afte...

Recommend technology stacks based on project requirements, team expertise, and constraints. Use when selecting framework...

Transform clarified user requests into structured delegation prompts optimized for specialist agents (cto-architect, str...

Deep expertise in ML/CV model selection, training pipelines, and inference architecture. Use when designing machine lear...

Detect common technical and organizational anti-patterns in proposals, architectures, and plans. Use when strategic-cto-...

Identify and challenge implicit assumptions in plans, proposals, and technical decisions. Use when strategic-cto-mentor...

Analyze incoming user requests to detect intent, request type (design/validate/debug/document), complexity level, and id...