croakingtoad/context-engineering-mcp

croakingtoad/context-engineering-mcp

Agent Claude Code

Expert documentation specialist. Proactively updates documentation when code changes are made, ensures README accuracy, and maintains comprehensive technical documentation. Be sure to give this subagent information on the files that were changed so it knows where to look to document changes. Always call this agent…

croakingtoad/context-engineering-mcp

Agent Claude Code

Testing and validation specialist. Proactively runs tests, validates code changes, ensures quality gates are met, and iterates on fixes until all tests pass. Call this agent after you implement features and need to validate that they were implemented correctly. Be very specific with the features that were implemented…

croakingtoad/context-engineering-mcp

Agent Claude Code

Dependency and configuration specialist for Pydantic AI agents. USE AUTOMATICALLY after requirements planning to set up agent dependencies, environment variables, model providers, and agent initialization. Creates settings.py, providers.py, and agent.py files.

croakingtoad/context-engineering-mcp

Agent Claude Code

Requirements gathering and planning specialist for Pydantic AI agent development. USE PROACTIVELY when user requests to build any AI agent. Analyzes requirements from provided context and creates comprehensive INITIAL.md requirement documents for agent factory workflow. Works autonomously without user interaction.

croakingtoad/context-engineering-mcp

Agent Claude Code

System prompt crafting specialist for Pydantic AI agents. USE AUTOMATICALLY after requirements planning to create optimal system prompts. Designs static and dynamic prompts, role definitions, and behavioral guidelines for agents.

croakingtoad/context-engineering-mcp

Agent Claude Code

Tool development specialist for Pydantic AI agents. USE AUTOMATICALLY after requirements planning to create agent tools, API integrations, and external connections. Implements @agent.tool decorators, error handling, and tool validation.

croakingtoad/context-engineering-mcp

Agent Claude Code

Testing and validation specialist for Pydantic AI agents. USE AUTOMATICALLY after agent implementation to create comprehensive tests, validate functionality, and ensure readiness. Uses TestModel and FunctionModel for thorough validation.