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agent-framework/python/AGENTS.md
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Eduard van Valkenburg 8ad66637d8 Python: Fix prek runner duplication and add skills (#3791)
* Python: fix prek runner running fmt/lint in all packages on core change

When a core package file changed, run_tasks_in_changed_packages.py ran
fmt, lint, and pyright in ALL 22 packages (66 tasks). Only type-checking
tasks (pyright, mypy) need to propagate to all packages since type
changes in core affect downstream packages. File-local tasks (fmt, lint)
only need to run in packages with actual file changes.

This reduces a core-only change from 66 tasks to 24 tasks (2 local +
22 pyright).

Also adds no-commit-to-branch builtin hook to protect the main branch
from direct commits.

* Python: add agent skills extracted from AGENTS.md and coding standards

Add 5 skills to python/.github/skills/ following the Agent Skills format:
- python-development: coding standards, type annotations, docstrings, logging
- python-testing: test structure, fixtures, running tests, async mode
- python-code-quality: linting, formatting, type checking, prek hooks, CI
- python-package-management: monorepo structure, lazy loading, versioning
- python-samples: sample structure, PEP 723, documentation guidelines

* Python: deduplicate AGENTS.md and instructions with agent skills

* updated skills

* fixes from review

* Python: increase timeout for web search integration test
2026-02-10 12:13:38 +00:00

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# AGENTS.md
Instructions for AI coding agents working in the Python codebase.
**Key Documentation:**
- [DEV_SETUP.md](DEV_SETUP.md) - Development environment setup and available poe tasks
- [CODING_STANDARD.md](CODING_STANDARD.md) - Coding standards, docstring format, and performance guidelines
- [samples/SAMPLE_GUIDELINES.md](samples/SAMPLE_GUIDELINES.md) - Sample structure and guidelines
**Agent Skills** (`.github/skills/`) — detailed, task-specific instructions loaded on demand:
- `python-development` — coding standards, type annotations, docstrings, logging, performance
- `python-testing` — test structure, fixtures, async mode, running tests
- `python-code-quality` — linting, formatting, type checking, prek hooks, CI workflow
- `python-package-management` — monorepo structure, lazy loading, versioning, new packages
- `python-samples` — sample file structure, PEP 723, documentation guidelines
## Maintaining Documentation
When making changes to a package, check if the following need updates:
- The package's `AGENTS.md` file (adding/removing/renaming public APIs, architecture changes, import path changes)
- The agent skills in `.github/skills/` if conventions, commands, or workflows change
## Quick Reference
Run `uv run poe` from the `python/` directory to see available commands. See [DEV_SETUP.md](DEV_SETUP.md) for detailed usage.
## Project Structure
```
python/
├── packages/
│ ├── core/ # agent-framework-core (main package)
│ │ ├── agent_framework/ # Public API exports
│ │ └── tests/
│ ├── azure-ai/ # agent-framework-azure-ai
│ ├── anthropic/ # agent-framework-anthropic
│ ├── ollama/ # agent-framework-ollama
│ └── ... # Other provider packages
├── samples/ # Sample code and examples
├── .github/skills/ # Agent skills for Copilot
└── tests/ # Integration tests
```
### Package Relationships
- `agent-framework-core` contains core abstractions and OpenAI/Azure OpenAI built-in
- Provider packages (`azure-ai`, `anthropic`, etc.) extend core with specific integrations
- Core uses lazy loading via `__getattr__` in provider folders (e.g., `agent_framework/azure/`)
## Package Documentation
### Core
- [core](packages/core/AGENTS.md) - Core abstractions, types, and built-in OpenAI/Azure OpenAI support
### LLM Providers
- [anthropic](packages/anthropic/AGENTS.md) - Anthropic Claude API
- [bedrock](packages/bedrock/AGENTS.md) - AWS Bedrock
- [claude](packages/claude/AGENTS.md) - Claude Agent SDK
- [foundry_local](packages/foundry_local/AGENTS.md) - Azure AI Foundry Local
- [ollama](packages/ollama/AGENTS.md) - Local Ollama inference
### Azure Integrations
- [azure-ai](packages/azure-ai/AGENTS.md) - Azure AI Foundry agents
- [azure-ai-search](packages/azure-ai-search/AGENTS.md) - Azure AI Search RAG
- [azurefunctions](packages/azurefunctions/AGENTS.md) - Azure Functions hosting
### Protocols & UI
- [a2a](packages/a2a/AGENTS.md) - Agent-to-Agent protocol
- [ag-ui](packages/ag-ui/AGENTS.md) - AG-UI protocol
- [chatkit](packages/chatkit/AGENTS.md) - OpenAI ChatKit integration
- [devui](packages/devui/AGENTS.md) - Developer UI for testing
### Storage & Memory
- [mem0](packages/mem0/AGENTS.md) - Mem0 memory integration
- [redis](packages/redis/AGENTS.md) - Redis storage
### Infrastructure
- [copilotstudio](packages/copilotstudio/AGENTS.md) - Microsoft Copilot Studio
- [declarative](packages/declarative/AGENTS.md) - YAML/JSON agent definitions
- [durabletask](packages/durabletask/AGENTS.md) - Durable execution
- [github_copilot](packages/github_copilot/AGENTS.md) - GitHub Copilot extensions
- [purview](packages/purview/AGENTS.md) - Data governance
### Experimental
- [lab](packages/lab/AGENTS.md) - Experimental features