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AGENTS.md

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+# Project Instructions
+
+This file provides context for AI assistants working on this project.
+
+## Project Type: Python
+
+### Commands
+- Install: `pip install -e .`
+- Test: `pytest`
+- Format: `black .`
+- Lint: `ruff check .`
+
+### Documentation
+See README.md for project overview.
+
+### Version Control
+This project uses Git. See .gitignore for excluded files.
+
+
+## Guidelines
+
+- Follow existing code style and patterns
+- Write tests for new functionality
+- Keep changes focused and atomic
+- Document public APIs
+
+## Important Notes
+
+<!-- Add project-specific notes here -->