Guidance for backend pytest strategies, frontend Vitest testing, API contract validation, and edge case coverage.
Verification workflow execution, stack detection, runner execution via verify.py, and evidence logging.
Guidelines for system design, layer isolation, Big-O analysis, statelessness, and Architecture Decision Records (ADR).
Quality standards for Python (Ruff, mypy) and TypeScript/Vue (ESLint, Prettier), enforcing SOLID and type safety.
Guidance for SQLAlchemy 2.0 ORM models, Alembic migrations, database indexes, N+1 query elimination, and safety.
Guidance for building FastAPI routes, Pydantic v2 schemas, async endpoints, dependency injection, and middleware.
Use this skill when the user asks to initialize the MCP configuration for the workspace, or to set up external tools like GitHub Copilot integrations.
Security auditing directives, secret scanning, input validation, SQL injection prevention, and vulnerability classification.