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+# Pact Python - Quick Reference for AI Agents
+
+## Commands
+
+-   **Test**: `hatch run test` (all tests) or call `pytest` directly.
+-   **Lint**: `hatch run lint --fix` (check+fix) or `hatch run format` (auto-fix)
+-   **Typecheck**: `hatch run typecheck` (all)
+-   **Examples**: `hatch run example` (run example tests)
+-   **All checks**: `hatch run all` (format, lint, test, typecheck)
+-   **V2 tests**: `hatch run v2-test:test` (legacy v2 compatibility tests)
+
+## Code Style
+
+-   **Imports**: Use generic types (`Iterable`, `Sequence`, `Mapping`) over concrete (`list`, `dict`). Absolute imports only (no relative).
+-   **Types**: All functions require type annotations. Use `typing` module for generics.
+-   **Docstrings**: Google-style with Markdown formatting. Link references: `[ClassName.method][pact.module.ClassName.method]`
+-   **Formatting**: Use `ruff` for linting/formatting.
+-   **Naming**: Follow PEP 8. Use descriptive names that indicate purpose.
+-   **Error handling**: Use built-in exceptions (`ValueError`, `TypeError`) for standard errors. Custom exceptions inherit from `PactError`.
+-   **Validation**: Use early returns to reduce nesting.
+-   **Comments**: Explain design decisions, not what code does. No comments unless necessary.
+
+## Testing
+
+-   **Framework**: `pytest` with files prefixed `test_`. Use `@pytest.mark.parametrize` for multiple scenarios.
+-   **Coverage**: Focus on critical paths, edge cases, error conditions.
+-   **Fixtures**: Use pytest fixtures for shared setup. Minimize mocking.
+
+## Project Structure
+
+-   `src/pact/`: Main V3+ codebase (active development)
+-   `src/pact/v2/`: Legacy V2 code (maintenance only - no new features)
+-   `pact-python-ffi/`: Low-level FFI bindings (memory management, type conversion only)
+-   `pact-python-cli/`: CLI wrapper (bundled binaries with system fallback)