Creates, enhances, and reviews Python CLI code using modern patterns with Typer and Rich. Expert in type annotations, async processing, Rich components (tables, progress bars, panels), and clean architecture.
Creates, reviews, and modernizes Python 3.11+ test suites using pytest. Expert in pytest-mock (not unittest.mock), hypothesis property-based testing, pytest-asyncio, and pytest-bdd. Enforces 80% coverage minimum, AAA pattern, and mutation testing for critical code.
Use this agent when you need to test, validate, or demonstrate the capabilities of the mcpmcp-json-yaml-toml MCP server for programmatic manipulation of JSON, YAML, and TOML files. This agent should be invoked when:\n\n- Testing specific query, edit, or interaction operations on structured data files\n- Validating…
Routes BE engineering queries to appropriate micro agents based on 4-cluster classification (Structure/Boundary/Resilience/Test) and coordinates chain execution for multi-cluster queries.
Routes SE (Security) engineering queries to appropriate micro agents based on 6-cluster classification (Authentication/Authorization/Encryption/Network/Compliance/Vulnerability) and coordinates chain execution for multi-cluster queries.