Agent
LLM applications, RAG systems, prompt pipelines, vector search, and agent orchestration. Use when: building AI features, integrating LLM APIs, designing retrieval systems, prompt engineering. Use PROACTIVELY for LLM features, chatbots, or AI-powered applications. Expects: feature description or AI use case; optionally…
Agent
OpenAPI/Swagger spec creation, SDK generation, and developer documentation with versioning and examples. Use when: creating API docs, generating client libraries, adding endpoint examples, versioning APIs. Use PROACTIVELY for API documentation or client library generation. Expects: API source code or endpoint…
Agent
RESTful API design, microservice boundaries, database schemas, and performance optimization within a single system. Use when: creating new backend services, designing data models, reviewing architecture for bottlenecks. Use PROACTIVELY when creating new backend services or APIs. NOT for cross-system coordination (use…
Agent
Two-phase code review agent for production readiness verification. Phase 1: Specification compliance check against detailed-tasks.yaml or OpenSpec. Phase 2: Code quality check (style, testing, security, architecture). Use when: reviewing code changes, validating implementation against plan, pre-merge verification…
Agent
Cross-agent context preservation, long-session synthesis, and context window optimization. Use when: coordinating 3+ agents on a shared goal, resuming work after session breaks, context window approaching limits and key decisions must be distilled. NOT for documentation management (use knowledge-manager). Expects…
Agent
Project knowledge base design, documentation structure auditing, and AI-DDD methodology alignment. Use when: documenting new features, auditing outdated docs, verifying documentation-codebase alignment, organizing knowledge architecture. NOT for runtime context across agents (use context-manager). Expects…
Agent
Privacy policies, terms of service, GDPR compliance texts, cookie policies, and data processing agreements. Use when: drafting legal documents, reviewing compliance requirements, creating regulatory notices. Use PROACTIVELY for legal documentation, compliance texts, or regulatory requirements. Expects: business…
Agent
React Native and Flutter development with native integrations, offline sync, and push notifications. Use when: building mobile features, implementing cross-platform code, configuring app store deployments. Use PROACTIVELY for mobile features, cross-platform code, or app optimization. Expects: feature requirements…
Agent
Quality assurance analysis, test strategy design, defect investigation, and risk assessment. Use when: post-implementation quality assessment, designing test plans, debugging production issues, evaluating release readiness. NOT for per-commit code review (use code-reviewer). Expects: code changes or system…
Agent
System architecture decisions, multi-service task decomposition, and engineering process design. Use when: planning complex features across services, resolving architecture trade-offs, decomposing epics into tasks, optimizing CI/CD or review workflows. NOT for single-system API/DB design (use backend-architect).…
Agent
Interface design, wireframes, design systems, user research, prototyping, and accessibility standards. Use when: creating UI components, designing user flows, building design systems, accessibility auditing. Use PROACTIVELY for design systems, user flows, or interface optimization. Expects: feature requirements or…