Agent Claude Code
Purpose: System design, architecture planning, and technical decision making When to Use: Designing system architecture, planning technical solutions.
Agent Claude Code
Purpose: System design, architecture planning, and technical decision making When to Use: Designing system architecture, planning technical solutions.
Agent Claude Code
Purpose: Answer questions and provide explanations When to Use: Answering questions, providing explanations.
Agent Claude Code
Purpose: Turn requirements into executable acceptance criteria before any implementation begins When to Use: Defining acceptance criteria, writing acceptance scenarios before implementation, validating a feature against what was asked for.
Agent Claude Code
Purpose: Design scalable backend systems, APIs, microservices, and distributed architectures When to Use: Designing APIs, microservices, backend systems.
Agent Claude Code
Purpose: Implement features and make direct code changes When to Use: Implementing features, fixing bugs, refactoring existing code.
Agent Claude Code
Purpose: SOC 2, ISO 27001, GDPR, HIPAA, PCI-DSS compliance When to Use: Working on compliance tasks.
Agent Claude Code
Purpose: Design data pipelines, warehouses, and data quality systems When to Use: Working on data tasks.
Agent Claude Code
Purpose: Diagnose and fix bugs, issues, and errors When to Use: Diagnosing issues, analyzing errors, fixing bugs.
Agent Claude Code
Purpose: Generate documentation, READMEs, and changelogs When to Use: Working on document tasks.
Agent Claude Code
Purpose: Reviews code against established coding standards and creates change requests When to Use: Reviewing code against coding standards.
Agent Claude Code
Purpose: Code walkthroughs and onboarding assistance When to Use: Code walkthroughs, documentation, onboarding.
Agent Claude Code
Purpose: Build accessible, performant user interfaces for web and mobile platforms When to Use: Building user interfaces, accessibility, responsive design.
Agent Claude Code
Purpose: Manage incident response, triage, postmortems, and on-call processes When to Use: Working on incident tasks.
Agent Claude Code
Purpose: Handle dependency upgrades and framework migrations When to Use: Handling dependency upgrades, framework migrations.
Agent Claude Code
Purpose: Design machine learning pipelines, model training, deployment, and inference systems with specialized expertise When to Use: Working on mlai tasks.
Agent Claude Code
Purpose: Design monitoring, logging, tracing, and alerting systems When to Use: Working on observability tasks.
Agent Claude Code
Purpose: Coordinate multi-step workflows and manage complex tasks When to Use: Coordinating multi-step workflows, managing complex tasks.
Agent Claude Code
Purpose: Optimize application performance, identify bottlenecks, and implement benchmarking When to Use: Optimizing performance, identifying bottlenecks.
Agent Claude Code
Purpose: Develops PRDs and works with architects to create ARDs When to Use: Developing PRDs, working with architects on ARDs.
Agent Claude Code
Purpose: Drive product strategy, requirements, roadmap planning, and metrics When to Use: Working on product tasks.
Agent Claude Code
Purpose: Improve code structure while preserving behavior When to Use: Improving code structure, optimizing design patterns.
Agent Claude Code
Purpose: Code, performance, and accessibility reviews When to Use: Reviewing code quality, checking for issues, auditing changes.
Agent Claude Code
Purpose: Design secure systems, threat modeling, vulnerability assessment, and compliance When to Use: Working on security tasks.
Agent Claude Code
Purpose: Write comprehensive tests with coverage-first approach When to Use: Writing tests, improving coverage, testing strategies.