{"id":"danielhashmi-q4-learning","name":"Q4_learning","af_score":23.2,"security_score":12.2,"reliability_score":20.0,"what_it_does":"Quarter 4 learning workspace (academic repository) focused on prompt engineering, specification-driven development, Model Context Protocol (MCP), agentic AI, and cloud-native development; appears to be a collection of assignments/experimental implementations without an exposed software interface in the provided content.","best_when":"As a personal/educational workspace where users modify code directly rather than calling an external service via API.","avoid_when":"When you need a documented, programmatically accessible interface (REST/GraphQL/SDK/MCP server) or known auth/rate-limit/security guarantees.","last_evaluated":"2026-03-30T15:36:49.315543+00:00","has_mcp":false,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["No concrete interface contracts (REST/SDK/MCP server) are described in the provided content, so an agent cannot reliably integrate programmatically without inspecting the full repository code."],"error_quality":0.0}