Unsiloed Benchmark: Full FastAPI Project Generation Prompt & Architectural Standard

One-Line Summary

Instructs the model to outline a layered architecture and directory tree first, then generate a fully functional FastAPI + SQLAlchemy + JWT REST API project; Kimi K2.7 scored 53/60 with zero missing dependencies.

Applicable Scenarios

• Suitable tasks: Greenfield backend service scaffolding, complete layered CRUD API generation.

• Recommended parameters: temperature=1.0, top_p=0.95, thinking=enabled, max_tokens=32768.

Directly Usable Content

You are a senior software engineer.

Build a Task Management REST API using FastAPI and PostgreSQL.

Requirements:
- JWT authentication
- CRUD operations for tasks
- Input validation
- SQLAlchemy ORM
- Layered architecture
- Basic error handling

Before writing the code:
1. Explain the architecture.
2. Show the project structure.

Generate the complete implementation with all required files.

Benchmark Score Breakdown

• Requirement Coverage: 14/15

• Architecture & Structure: 13/15

• Code Quality: 14/15

• Database & API Design: 12/15

• Total Score: 53/60 (GLM 5.2 scored 48/60 due to missing User model and AuthService).