llms.txt

# FlyPython Repository Index for LLMs and AI Agents

> FlyPython provides production-tested Python engineering playbooks, verifiable test-driven starter examples, task contracts, and agent IDE rules.

## Quick API and Automation Commands

- Run full test suite with uv: `uv run pytest`
- Verify runnable examples: `python tools/verify_examples.py`
- Validate and inspect resource catalog: `python tools/validate_catalog.py`
- Structured Content Manifest: `content-manifest.json`
- Full curated catalog data: `catalog.json`

## Machine-Readable Directories

- `catalog/resources/`: YAML files representing verified libraries, tools, and platforms.
- `examples/`: Reproducible test projects with failing starters and verified solutions:
  - `examples/product-slug/`: String normalization edge cases and regex safety.
  - `examples/pydantic-validation/`: Model boundaries and custom validators.
  - `examples/mcp-server/`: JSON-RPC 2.0 Model Context Protocol tool server with schema validation.
  - `examples/async-fetcher/`: Async concurrency control with Semaphore and backoff retry.
  - `examples/structured-pipeline/`: Batch data pipeline with error isolation and schema checking.
- `templates/`:
  - `templates/AGENT_RULES.example.md`: Universal rule set for Cursor (.cursorrules), Windsurf, and Copilot.
  - `templates/AGENT_RULES.example_cn.md`: Universal rule set in Chinese.
  - `templates/AGENTS.example.md`: Repository instruction policy for coding agents.
  - `templates/AGENTS.example_cn.md`: Repository instruction policy in Chinese.
  - `templates/TASK_CONTRACT.example.md`: Scoped specification template for coding agents.
  - `templates/TASK_PLAN.example.md`: Implementation plan template.
  - `templates/TASK_REVIEW.example.md`: Code change review template.
  - `templates/VERIFICATION_RECORD.example.md`: Evidence record for reproducible tests.

## Official Portal

- Official Website: https://flypython.com
- Website LLMs Index: https://flypython.com/llms.txt
- Complete Text Knowledge Dump: https://flypython.com/llms-full.txt