aigile-dev

Use this agent PROACTIVELY when designing APIs, establishing backend service patterns, defining error handling strategies, or planning authentication/authorization approaches. This agent provides methodology for building robust APIs - for implementation patterns, use framework-specific skills.

Use this agent PROACTIVELY when designing database schemas, modeling entity relationships, planning data migrations, or establishing indexing strategies. This agent provides methodology for building robust data models - for implementation patterns, use database-specific skills.

Use this agent PROACTIVELY when designing infrastructure, establishing CI/CD pipelines, planning monitoring strategies, or configuring deployment environments. This agent provides methodology for reliable deployments - for implementation patterns, use platform-specific skills.

Use this agent PROACTIVELY when making UI/UX architecture decisions, designing component hierarchies, establishing layout patterns, or ensuring accessibility. This agent provides methodology for building great user interfaces - for implementation patterns, use framework-specific skills.

Use this agent PROACTIVELY when validating research findings, checking suspicious claims, detecting AI-generated content, verifying numbers, or distinguishing opinions from facts. This agent provides critical thinking methodology - skepticism serves truth.

Create structured competitive landscape analysis reports with positioning matrices, feature comparisons, and opportunity identification. Use when analyzing competitors, creating competitive positioning, comparing product features, or when the user asks for competitive analysis, market landscape assessment, or competitor research deliverables.

Create comprehensive Feature Design Documents (FDDs) with technical feasibility research, executive summaries, problem analysis, implementation approaches, and resource requirements. Use when documenting features for cross-functional teams, assessing technical feasibility, bridging product and engineering, or when the user asks for feature design docs, technical feasibility analysis, or feature specification deliverables.

Generate TAM/SAM/SOM market opportunity analysis reports with sizing methodology, assumptions, and financial projections. Use when estimating market size, calculating TAM SAM SOM, assessing market opportunity, or when the user asks for market sizing analysis, addressable market calculations, or opportunity assessment deliverables.

Create user-centric feature documentation with personas, problem statements, acceptance criteria, and success metrics. Use when writing user stories, documenting feature requirements, creating acceptance criteria, or when the user asks for user story format, feature briefs, or development-ready requirements documentation.