Universal Test Framework

Enforces an 8-section contract on every test your AI generates, then persists the results to SQLite. Ships 13 MCP tools covering generation, validation, registration, traceability, mutation testing, and HTML reporting across Python, TypeScript, Java, Go, and C++. Each test gets a score against criteria like requirement linkage, assertion meaningfulness, and coverage gaps. Tests below 0.85 are blocked at generation time. Install via uvx for zero-config stdio transport, or run the Docker container for SSE over HTTP. The VS Code extension adds slash commands; the Python SDK lets you call tools directly in CI. Maintains a per-project registry at `.utf/utf.db` with full audit trails and traceability matrices. Pairs with markdown instructions but verifies output instead of relying on prompt adherence.