freecad-robust-mcp-fc111/CLAUDE.md

CLAUDE.md - AI Assistant Guidelines for This Project

Project Overview

This is a Python project that provides an MCP (Model Context Protocol) server for FreeCAD integration. It follows strict code quality, security, and documentation standards.

Critical: Python Version Must Match FreeCAD

CRITICAL: This project MUST use the same Python version that the current stable FreeCAD release bundles internally. FreeCAD embeds a specific Python version (e.g., libpython3.11.dylib), and using a different Python version causes fatal crashes (SIGSEGV) due to ABI incompatibility.

Before changing the Python version in .mise.toml or pyproject.toml:

1. Check which Python version FreeCAD bundles:
   • macOS: ls /Applications/FreeCAD.app/Contents/Resources/lib/libpython*
   • Linux: ls /usr/lib/freecad/lib/libpython* or check FreeCAD's Python console
2. The Python minor version (e.g., 3.11) must match exactly
3. Using Python 3.12+ with FreeCAD that bundles Python 3.11 will crash on import FreeCAD

Current requirement: Python 3.11 (matching FreeCAD 1.0.x bundled Python)

FreeCAD Connection Modes

This MCP server supports three connection modes. Embedded mode does NOT work on macOS due to how FreeCAD's libraries are linked.

Mode	Description	Platform Support	Testing Level
xmlrpc	Connects to FreeCAD via XML-RPC (port 9875)	All platforms (recommended)	Full integration
socket	Connects via JSON-RPC socket (port 9876)	All platforms	Full integration
embedded	Imports FreeCAD directly into process	Linux only (crashes on macOS)	Unit tests only

Embedded mode testing: Embedded mode is tested via mocked unit tests in CI. It does not have integration tests with actual FreeCAD because that would require running FreeCAD in-process on Linux CI runners. For production use, prefer xmlrpc or socket modes which have full integration test coverage.

Why embedded mode fails on macOS: FreeCAD's FreeCAD.so library links to @rpath/libpython3.11.dylib (FreeCAD's bundled Python). When you try to import it from a different Python interpreter (even the same version), it causes a crash because the Python runtime state is incompatible.

Recommended setup for macOS/Windows:

1. Use xmlrpc or socket mode in your configuration

2. Start FreeCAD and start the MCP bridge:

   • Install the Robust MCP Bridge workbench via Addon Manager, or
   • Use just freecad::run-gui from the source repository

3. The MCP server will then connect to FreeCAD over the network

---

Development Environment Setup

Required Tools (managed via mise)

This project uses mise for local development tool management. All tool versions are pinned in .mise.toml.

# Install mise via the Official mise installer script (if not already installed)
curl https://mise.run | sh

# Install all project tools
mise install

# Activate mise in your shell (add to .bashrc/.zshrc)
eval "$(mise activate bash)"  # or zsh/fish

Package Management (via uv)

This project uses uv for Python package and virtual environment management.

CRITICAL: All Python tools (pytest, ruff, mypy, etc.) are installed in the virtual environment managed by uv. You must use uv run to execute them.

# Install dependencies
uv sync --all-extras

# Run any Python tool
uv run pytest              # Run tests
uv run ruff check src      # Run linter
uv run mypy src            # Run type checker
uv run pre-commit run      # Run pre-commit

# Run the project
uv run freecad-mcp

Why uv run is required:

• Tools like pytest, ruff, mypy are NOT installed globally
• They exist only in the project's virtual environment
• Running pytest directly will fail with "command not found"
• Always prefix with uv run when running Python tools directly

Safety CLI Account (for Security Scanning)

This project uses Safety CLI for dependency vulnerability scanning. Safety requires a free account for the safety scan command.

First-time setup:

# Register for a free account (interactive)
uv run safety auth

# Or login if you already have an account
uv run safety auth --login

Note: The Safety CLI authentication is stored locally and only needs to be done once per machine. If you skip this step, just quality::check will show a clear error message with instructions. The safety pre-commit hook will also fail with an authentication prompt.

CI/CD: Safety runs in CI using the SAFETY_API_KEY repository secret. The API key is passed via environment variable to the pre-commit hook.

CodeRabbit CLI (for AI Code Reviews)

This project supports CodeRabbit CLI for AI-powered code reviews in your terminal. The CLI is optional for local development - the CodeRabbit GitHub App automatically reviews all PRs.

First-time setup:

# Install CodeRabbit CLI
just coderabbit::install

# Authenticate (opens browser)
just coderabbit::login

Usage:

# Review staged changes (most common)
just coderabbit::review

# Review with auto-fix suggestions
just coderabbit::review-fix

# Review changes since main branch
just coderabbit::review-branch

# See all available commands
just --list coderabbit

Rate limits: Free tier allows 1 review per hour. Pro tier allows 5 reviews per hour.

CI/CD: The CodeRabbit GitHub App handles PR reviews automatically. The CLI is skipped in CI since it's for local development workflow only.

Workflow Commands (via just)

This project uses just as a command runner. Always prefer just commands over raw commands.

Commands are organized into modules for better organization:

# List top-level commands and available modules
just

# List commands in a specific module (use list-<module>)
just list-mcp           # MCP server commands
just list-freecad       # FreeCAD plugin/macro commands
just list-install       # Installation commands
just list-quality       # Code quality commands
just list-testing       # Test commands
just list-docker        # Docker commands
just list-documentation # Documentation commands
just list-dev           # Development utilities
just list-release       # Release and tagging commands
just list-coderabbit    # AI code review commands

# List ALL commands from all modules at once
just list-all

# MCP server commands
just mcp::run              # Run the MCP server (stdio mode)
just mcp::run-debug        # Run with debug logging
just mcp::run-http         # Run in HTTP mode for remote access

# FreeCAD commands
just freecad::run-gui      # Run FreeCAD GUI with MCP bridge
just freecad::run-headless # Run FreeCAD headless with MCP bridge

# Installation commands (for end users)
just install::mcp-server           # Install MCP server system-wide (via uv tool)
just install::mcp-bridge-workbench # Install FreeCAD workbench addon
just install::macro-all            # Install all macros
just install::macro-cut            # Install CutObjectForMagnets macro
just install::macro-export         # Install MultiExport macro
just install::status               # Check installation status

# Quality commands
just quality::check        # Run all pre-commit checks
just quality::lint         # Run linting
just quality::format       # Format code
just quality::typecheck    # Run type checking
just quality::security     # Run security scanning
just quality::scan         # Run all secrets scanners

# Testing commands
just testing::unit         # Run unit tests
just testing::cov          # Run tests with coverage
just testing::fast         # Run tests without slow markers
just testing::integration  # Run integration tests
just testing::integration-freecad-auto # Integration tests with auto FreeCAD startup
just testing::watch        # Run tests in watch mode
just testing::all          # Run all tests including integration

# Documentation commands
just documentation::build  # Build documentation
just documentation::serve  # Serve documentation locally

# Docker commands
just docker::build         # Build Docker image for local architecture
just docker::build-multi   # Build multi-arch image (amd64 + arm64)
just docker::run           # Run Docker container
just docker::clean         # Remove local Docker image
just docker::clean-all     # Remove images and build cache

# Development utilities
just dev::install-deps     # Install all project dependencies
just dev::install-pre-commit # Install pre-commit hooks
just dev::update-deps      # Update all dependencies
just dev::clean            # Clean build artifacts and caches
just dev::repl             # Open Python REPL with project loaded
just dev::tree             # Show project structure
just dev::validate         # Validate project configuration

# AI code review commands
just coderabbit::review    # Review staged changes
just coderabbit::review-fix # Review with auto-fix suggestions

# Release commands (component-specific tagging)
just release::status                  # Show unreleased changes across all components
just release::tag-mcp-server 1.0.0    # Release MCP server (PyPI + Docker)
just release::tag-workbench 1.0.0     # Release Robust MCP Bridge workbench
just release::tag-macro-magnets 1.0.0 # Release Cut Object for Magnets macro
just release::tag-macro-export 1.0.0  # Release Multi Export macro
just release::list-tags               # List all release tags
just release::latest-versions         # Show latest version of each component
just release::delete-tag <tag>        # Delete a release tag (local and remote)

# Combined workflows
just setup                 # Full dev setup (install deps + hooks)
just all                   # Run all quality checks and unit/coverage tests
just all-with-integration  # Run all checks and integration tests

Just Module Structure

Module	Description	Key Commands
mcp	MCP server commands	run, run-debug, run-http
freecad	FreeCAD running commands	run-gui, run-headless, run-gui-custom
install	User installation commands	mcp-server, mcp-bridge-workbench, macro-all
quality	Code quality and linting	check, lint, format, scan
testing	Test execution	unit, cov, integration-freecad-auto, watch
docker	Docker build and run commands	build, build-multi, run, clean-all
documentation	Documentation building	build, serve, open
dev	Development utilities	install-deps, update-deps, clean
release	Release and tagging	status, tag-mcp-server, delete-tag
coderabbit	AI code reviews (local)	install, login, review, review-fix

Module files are located in the just/ directory.

---

Code Quality Standards

Pre-commit Hooks

CRITICAL: This project uses pre-commit for all code quality checks. Before finishing ANY code changes:

1. Run just quality::check or uv run pre-commit run --all-files
2. Fix ALL issues reported
3. Re-run until all checks pass

Pre-commit runs these checks:

Python Quality:

• Ruff: Linting and import sorting (replaces flake8, isort, pyupgrade)
• Ruff Format: Code formatting (replaces black)
• MyPy: Static type checking
• Bandit: Security vulnerability scanning
• Safety: Dependency vulnerability checking (requires .safety-policy.yml)

Secrets Detection (Multi-Layer):

• Gitleaks: Fast regex-based secrets scanning
• detect-secrets: Baseline tracking for known/approved secrets
• TruffleHog: Verified secrets detection (skipped in CI due to wasm bugs)

Documentation & Config:

• Markdownlint: Markdown linting with auto-fix
• md-toc: Table of contents generation for README
• Codespell: Spell checking in code and docs
• MkDocs build: Validates documentation builds successfully
• YAML/TOML/JSON/XML validation: Config file validation
• check-json5: JSONC validation for VS Code config files

Infrastructure:

• Hadolint: Dockerfile linting
• Trivy: Dockerfile security misconfiguration scanning
• Shellcheck: Shell script linting
• Actionlint: GitHub Actions workflow linting
• validate-pyproject: Python project configuration validation
• check-github-workflows: GitHub workflow schema validation
• check-dependabot: Dependabot config validation

Other:

• Trailing whitespace and EOF fixes: File hygiene
• Commitizen: Commit message format validation (commit-msg stage)
• no-commit-to-branch: Prevents commits to main/master
• CodeRabbit: AI code review (manual stage only)

Linting Rules

• Follow PEP 8 style guidelines
• Use type hints for ALL function signatures
• Maximum line length: 88 characters (ruff/black default)
• Use modern Python syntax (3.10+ features encouraged)

Accessible Language

This isn't about politics—it's about clarity. Literal terms translate better, search better, and are understood by more people regardless of cultural background. Good communication is good engineering.

Use clear, literal language in code, comments, documentation, and commit messages. Avoid idioms, metaphors, and jargon that may be unclear, exclusionary, or carry unintended connotations:

Avoid	Prefer
sanity check, sanity test	validation, verification, smoke test, quick test
sane defaults, insane behavior	sensible defaults, unexpected behavior
whitelist, blacklist	allowlist, blocklist
master, slave	main, primary, replica, secondary
kill, abort, nuke (as metaphors)	stop, terminate, cancel, remove
war room, battle-tested	operations center, production-tested
cripple, blind to	disable, unaware of, ignore
dummy, handicapped	placeholder, stub, limited

Note: Actual command names (e.g., kill -9, kill_port(), git rebase --abort) are fine when discussing or documenting those specific commands. The guidance above applies to metaphorical usage in prose, comments, and naming.

Why this matters:

• Literal terms are clearer to non-native speakers and those unfamiliar with idioms
• Avoids unintentionally alienating contributors
• Makes code more accessible and professional
• Many organizations and open-source projects have adopted similar guidelines

Security Scanning

• Bandit scans for common security issues
• Never commit secrets, API keys, or credentials
• Use environment variables for sensitive configuration
• Safety checks dependencies for known vulnerabilities

Secrets Detection (Multi-Layer)

This project uses a comprehensive, multi-layer approach to secrets detection:

Tool	Purpose	Config File
Gitleaks	Fast regex-based scanning of files and git history	.gitleaks.toml
detect-secrets	Baseline tracking for known/approved secrets	.secrets.baseline
TruffleHog	Verified secrets (actually tests if they work)	CLI args

# Run all secrets scanners
just quality::scan

# Individual scanners
just quality::scan-gitleaks         # Fast pattern matching
just quality::scan-gitleaks-history # Scan git history
just quality::scan-detect           # Check against baseline
just quality::scan-audit            # Interactive baseline audit
just quality::scan-trufflehog       # Verified secrets only

Managing False Positives:

1. Gitleaks: Add patterns to .gitleaks.toml allowlist section
2. detect-secrets: Run just quality::scan-audit to mark false positives in baseline
3. TruffleHog: Uses --only-verified to minimize false positives

Markdown Linting

All markdown files are linted for consistency:

just quality::markdown-lint  # Check markdown files
just quality::markdown-fix   # Auto-fix markdown issues

Configuration: .markdownlint.yaml

---

Documentation Requirements

Code Documentation

ALL code must be documented for auto-documentation building:

1. Module docstrings: Every Python file must have a module-level docstring explaining its purpose

2. Class docstrings: Use Google-style or NumPy-style docstrings

   class Example:
       """Short description of the class.
   
       Longer description if needed, explaining the purpose
       and usage of this class.
   
       Attributes:
           name: Description of the name attribute.
           value: Description of the value attribute.
   
       Example:
           >>> obj = Example("test", 42)
           >>> obj.process()
       """
   

3. Function/Method docstrings: Document all public functions

   def calculate_total(items: list[Item], tax_rate: float = 0.0) -> Decimal:
       """Calculate the total price including optional tax.
   
       Args:
           items: List of Item objects to sum.
           tax_rate: Tax rate as a decimal (e.g., 0.08 for 8%).
   
       Returns:
           The total price as a Decimal, including tax.
   
       Raises:
           ValueError: If tax_rate is negative.
   
       Example:
           >>> items = [Item(price=10), Item(price=20)]
           >>> calculate_total(items, tax_rate=0.1)
           Decimal('33.00')
       """
   

4. Inline comments: Use sparingly, only for complex logic

Documentation Building

Documentation is auto-generated using MkDocs with the Material theme. Run:

just documentation::build  # Build documentation
just documentation::serve  # Serve documentation locally
just documentation::open   # Open docs in browser

MkDocs Configuration

Theme: Material for MkDocs with dark mode default, deep purple color scheme.

Key Plugins:

• mkdocstrings: Auto-generates API docs from Python docstrings
• mkdocs-macros-plugin: Variables and templating in markdown
• git-revision-date-localized: Shows "Last updated" on pages
• glightbox: Image lightbox/zoom functionality

Macros Plugin - Custom Delimiters:

To avoid conflicts with Python dict literals in code blocks, this project uses custom delimiters:

<!-- Standard Jinja2 (DON'T USE): {{ variable }} -->
<!-- Use instead: -->
{{@ variable @}}

<!-- For blocks: -->
{%@ if condition @%}
...
{%@ endif @%}

Variables are defined in docs/variables.yaml:

project_name: FreeCAD MCP Server
xmlrpc_port: 9875
socket_port: 9876

Reference: See docs/development/mkdocs-guide.md for complete documentation on available extensions (admonitions, tabs, code annotations, mermaid diagrams, etc.).

---

Testing Requirements

Test Coverage

ALL code must have tests. Create tests for:

1. Unit tests: Test individual functions and methods
2. Integration tests: Test component interactions
3. Edge cases: Test boundary conditions and error handling
4. Regression tests: Add tests when fixing bugs

Test Structure

tests/
├── __init__.py
├── conftest.py          # Shared fixtures
├── unit/                # Unit tests
│   ├── __init__.py
│   └── test_*.py
├── integration/         # Integration tests
│   ├── __init__.py
│   └── test_*.py
├── just_commands/       # Just command tests
│   ├── __init__.py
│   ├── conftest.py      # Just test fixtures
│   └── test_*.py        # Tests for each just module
└── fixtures/            # Test data files

Writing Tests

• Use pytest as the test framework
• Use descriptive test names: test_calculate_total_with_empty_list_returns_zero
• Use fixtures for common test data
• Use parametrize for testing multiple inputs
• Aim for high coverage but prioritize meaningful tests

import pytest
from myproject import calculate_total

class TestCalculateTotal:
    """Tests for the calculate_total function."""

    def test_empty_list_returns_zero(self):
        """Empty item list should return zero total."""
        assert calculate_total([]) == Decimal("0")

    @pytest.mark.parametrize("tax_rate,expected", [
        (0.0, Decimal("100")),
        (0.1, Decimal("110")),
    ])
    def test_tax_calculation(self, sample_items, tax_rate, expected):
        """Tax should be correctly applied to total."""
        result = calculate_total(sample_items, tax_rate=tax_rate)
        assert result == expected

Running Tests

just testing::unit              # Run unit tests
just testing::cov               # Run tests with coverage report
just testing::fast              # Run tests without slow markers
just testing::all               # Run all tests including integration
uv run pytest tests/unit/       # Run specific test directory
uv run pytest -k "test_name"    # Run specific test by name

Just Command Testing

The project includes a comprehensive test suite for all just commands in tests/just_commands/. This ensures that justfile syntax errors, missing dependencies, and runtime failures are caught early.

Test Categories:

Marker	Description	Command
just_syntax	Validates just can parse commands (--dry-run)	just testing::just-syntax
just_runtime	Actually executes commands and verifies behavior	just testing::just-runtime
just_release	Release command tests with cleanup	just testing::just-release
(all)	Run all just command tests	just testing::just-all

Running Just Command Tests:

just testing::just-syntax    # Fast syntax validation (recommended before commits)
just testing::just-runtime   # Runtime tests (slower, actually runs commands)
just testing::just-release   # Release command tests with cleanup
just testing::just-all       # All just command tests

Updating Tests When Changing Just Commands

MANDATORY: When you add, modify, or remove a just command, you MUST update the corresponding test file:

Module	Test File
Main justfile	tests/just_commands/test_main.py
coderabbit	tests/just_commands/test_coderabbit.py
dev	tests/just_commands/test_dev.py
docker	tests/just_commands/test_docker.py
documentation	tests/just_commands/test_documentation.py
freecad	tests/just_commands/test_freecad.py
install	tests/just_commands/test_install.py
mcp	tests/just_commands/test_mcp.py
quality	tests/just_commands/test_quality.py
release	tests/just_commands/test_release.py
testing	tests/just_commands/test_testing.py

What to Update:

1. New command: Add to COMMANDS list in syntax tests, add runtime test if applicable
2. Modified command: Update any tests that depend on command behavior/output
3. Removed command: Remove from COMMANDS list and delete related tests
4. Changed arguments: Update parametrized tests with correct arguments

Release Command Testing Strategy:

Release commands are tested carefully to avoid accidental releases:

• Syntax tests: Use --dry-run for all commands
• Read-only tests: Safe commands like status, list-tags, latest-versions
• Version bump tests: Test bump commands (modify local files, restored after test)
• Tag validation: Test version format validation, dirty tree detection
• Skip push tests: Commands that push to remote are only syntax-tested

For actual release testing with cleanup, tests use:

• Test versions like 99.99.99-test that are clearly non-production
• Backup and restore of modified files
• Tag prefixes like test-release-XXXXXX with random suffixes

---

Workflow for Code Changes

Before Making Changes

1. Ensure you're on the latest code
2. Run just install::mcp-server to update dependencies
3. Run just all to verify clean starting state

After Making Changes

MANDATORY CHECKLIST - Complete ALL steps before finishing:

1. Add/update docstrings for all new/modified code
2. Add/update tests for all new/modified functionality
3. Run formatting: just quality::format
4. Run linting: just quality::lint - fix ALL issues
5. Run type checking: just quality::typecheck - fix ALL issues
6. Run security checks: just quality::security - fix ALL issues
7. Run tests: just testing::unit - ALL tests must pass
8. Run pre-commit: just quality::check - ALL checks must pass

Quick Verification Command

# Run everything at once - must complete with no errors
just all

Running Pre-commit on Specific Files

IMPORTANT: After editing any files, always run pre-commit hooks on those specific files before considering the task complete:

# Run pre-commit on specific files you edited
uv run pre-commit run --files path/to/file1.py path/to/file2.py

# Or run on all files (slower but comprehensive)
uv run pre-commit run --all-files

This catches issues early and ensures code quality standards are met. Never skip this step - fix all reported issues before finishing.

---

Library and Tool Versions

Version Policy

• Always use the most recent stable releases of all libraries and tools
• Dependency specification follows Python best practices:
  • pyproject.toml uses >= minimum version constraints (e.g., pydantic>=2.0)
  • uv.lock contains exact pinned versions for reproducible builds
  • This allows the package to work as a library while ensuring reproducibility
  • Do not change >= to == in pyproject.toml - this would break library usability
• Regularly update dependencies with just update-deps (updates uv.lock)
• Check for security vulnerabilities with just quality::security

Core Dependencies

Keep these tools at their latest stable versions:

• Python: 3.11 (must match FreeCAD's bundled Python - see "Critical: Python Version Must Match FreeCAD" above)
• Ruff: Latest stable
• MyPy: Latest stable
• Pytest: Latest stable
• Pre-commit: Latest stable

---

File Structure Conventions

project-root/
├── .github/
│   ├── ISSUE_TEMPLATE/       # GitHub issue templates
│   │   └── *.yaml
│   ├── workflows/            # GitHub Actions workflows
│   │   ├── codeql.yaml           # Security analysis
│   │   ├── docker.yaml           # Docker build (CI)
│   │   ├── macro-cut-magnets-release.yaml  # Macro release
│   │   ├── macro-multi-export-release.yaml # Macro release
│   │   ├── macro-release-reusable.yaml     # Shared macro release logic
│   │   ├── macro-test.yaml       # Macro testing
│   │   ├── mcp-server-release.yaml         # MCP server → PyPI/Docker
│   │   ├── mcp-workbench-release.yaml      # Workbench → GitHub Release
│   │   ├── pre-commit.yaml       # Pre-commit checks
│   │   └── test.yaml             # Unit/integration tests
│   └── dependabot.yaml       # Dependency updates
├── addon/                    # FreeCAD addon (workbench)
│   └── FreecadRobustMCP/     # Robust MCP Bridge workbench
│       ├── freecad_mcp_bridge/   # Bridge Python package
│       ├── Init.py           # FreeCAD workbench init
│       ├── InitGui.py        # FreeCAD GUI init
│       └── metadata.txt      # Addon metadata
├── docs/                     # MkDocs documentation source
│   ├── assets/               # Images, diagrams
│   ├── development/          # Developer guides
│   ├── getting-started/      # Installation, quickstart
│   ├── guide/                # User guides
│   ├── macros/               # Macro documentation
│   ├── reference/            # API reference
│   ├── variables.yaml        # MkDocs macro variables
│   └── index.md              # Documentation home
├── just/                     # Just module files
│   ├── coderabbit.just       # AI code review commands
│   ├── dev.just              # Development utilities
│   ├── docker.just           # Docker build/run commands
│   ├── documentation.just    # Documentation commands
│   ├── freecad.just          # FreeCAD running commands
│   ├── install.just          # Installation commands
│   ├── mcp.just              # MCP server commands
│   ├── quality.just          # Code quality commands
│   ├── release.just          # Release/tagging commands
│   └── testing.just          # Test commands
├── macros/                   # FreeCAD macro source
│   ├── Cut_Object_for_Magnets/
│   │   ├── CutObjectForMagnets.FCMacro
│   │   └── README-CutObjectForMagnets.md
│   └── Multi_Export/
│       ├── MultiExport.FCMacro
│       └── README-MultiExport.md
├── src/
│   └── freecad_mcp/          # Main MCP server package
│       ├── bridge/           # FreeCAD connection bridges
│       ├── prompts/          # MCP prompt templates
│       ├── resources/        # MCP resources
│       ├── tools/            # MCP tools (document, object, etc.)
│       ├── __init__.py
│       ├── server.py         # Main MCP server
│       └── settings.py       # Configuration settings
├── tests/
│   ├── fixtures/             # Test data files (.FCStd, etc.)
│   ├── integration/          # Integration tests (require FreeCAD)
│   ├── unit/                 # Unit tests
│   └── conftest.py           # Shared pytest fixtures
├── .codespell-ignore-words.txt  # Spell checker exceptions
├── .gitleaks.toml            # Gitleaks secrets config
├── .markdownlint.yaml        # Markdown linting rules
├── .mise.toml                # Tool version management
├── .pre-commit-config.yaml   # Pre-commit hook configuration
├── .safety-policy.yml        # Safety CLI scan policy
├── .secrets.baseline         # detect-secrets baseline
├── CHANGELOG.md              # Project changelog
├── CLAUDE.md                 # This file (AI assistant guidelines)
├── Dockerfile                # Docker image definition
├── justfile                  # Main task runner (imports modules)
├── mkdocs.yaml               # MkDocs configuration
├── package.xml               # FreeCAD addon metadata
├── pyproject.toml            # Project configuration and dependencies
└── uv.lock                   # Locked dependency versions

---

File Extension Conventions

Use full file extensions, not DOS-style shortened versions:

Correct Extension	Incorrect (DOS-style)
.yaml	.yml
.jpeg	.jpg
.html	.htm
.conf	(varies)

This applies to:

• GitHub workflow files: .github/workflows/*.yaml
• GitHub issue templates: .github/ISSUE_TEMPLATE/*.yaml
• Dependabot config: .github/dependabot.yaml
• MkDocs config: mkdocs.yaml
• Any other YAML, JPEG, or similar files

When creating new files, always use the full extension.

---

Configuration Files Reference

This section describes the purpose and key settings in each configuration file.

Tool Management

File	Purpose
.mise.toml	Pins versions for Python, uv, just, pre-commit, and security tools (trivy, gitleaks, actionlint, markdownlint-cli2). Also sets environment variables for FreeCAD connection settings.
pyproject.toml	Python project configuration: dependencies, build system, tool configs (ruff, mypy, pytest, bandit, codespell, commitizen).
uv.lock	Exact locked versions of all Python dependencies for reproducible builds.

Code Quality

File	Purpose
.pre-commit-config.yaml	Pre-commit hook definitions. See Pre-commit Hooks for details.
.markdownlint.yaml	Markdown linting rules (heading style, list indentation, code block style, etc.).
.codespell-ignore-words.txt	Words to ignore during spell checking (technical terms, tool names).

Security Scanning

File	Purpose
.gitleaks.toml	Gitleaks secrets scanner configuration with allowlist patterns for false positives.
.secrets.baseline	detect-secrets baseline tracking known/approved secrets and their locations.
.safety-policy.yml	Safety CLI scan policy - excludes .venv, node_modules, and other directories from vulnerability scanning.

Documentation

File	Purpose
mkdocs.yaml	MkDocs configuration: Material theme, plugins (macros, mkdocstrings, git-revision-date), navigation structure.
docs/variables.yaml	Variables for MkDocs macros plugin (project name, ports, paths). Use {{@ variable @}} syntax in docs.

FreeCAD Addon

File	Purpose
package.xml	FreeCAD addon metadata with per-component versioning. Updated automatically by release workflows.

GitHub

File	Purpose
.github/dependabot.yaml	Dependabot configuration for automated dependency updates.
.github/workflows/*.yaml	CI/CD workflows. See GitHub Workflows for details.

---

Justfile HEREDOC Syntax

CRITICAL: When writing heredocs in justfile recipes, the content must be indented to match the recipe body (4 spaces). Just parses non-indented lines as justfile syntax, which causes errors with Python code containing dots (e.g., sys.path).

Important: Just automatically strips leading indentation from heredoc content when executing. So while you write indented code in the justfile, the output will be properly unindented. Use just --dry-run recipe-name to verify the output.

Correct Pattern

# Recipe with heredoc - content MUST be indented with 4 spaces
my-recipe:
    #!/usr/bin/env bash
    cat > "$FILE" << EOF
    # Python code goes here - indented with 4 spaces
    import sys
    if project_path not in sys.path:
        sys.path.insert(0, project_path)
    EOF

When executed, just strips the 4-space indent, producing valid Python:

# Python code goes here - indented with 4 spaces
import sys
if project_path not in sys.path:
    sys.path.insert(0, project_path)

Incorrect Pattern (Will Fail)

# This FAILS - just interprets sys.path as justfile syntax
my-recipe:
    #!/usr/bin/env bash
    cat > "$FILE" << EOF
import sys
if project_path not in sys.path:  # ERROR: Unknown start of token '.'
    sys.path.insert(0, project_path)
EOF

Key Rules

1. Indent heredoc content with 4 spaces: Match the recipe body indentation
2. Indent the EOF marker: The closing EOF must also be indented
3. Do NOT double-indent: 4 spaces is correct; 8 spaces would produce indented output
4. Variable expansion: ${VAR} works inside heredocs for bash variables
5. Use \\n for newlines: In heredoc strings that need literal \n, use \\n

See the recipes in just/freecad.just (e.g., run-gui, run-headless, install-cut-macro) for working examples.

---

Justfile Working Directory in Modules

CRITICAL: When writing recipes in just modules (files in the just/ directory), be aware that the working directory behavior can be surprising.

The Problem

When you use $(pwd) in a module recipe, it returns the module's directory (e.g., /path/to/project/just/), NOT the project root. This causes path errors like:

Exception while processing file: /path/to/project/just/src/freecad_mcp/...

The path incorrectly includes just/ because $(pwd) returned the module directory.

The Solution

Use justfile_directory() to get the project root. In modules, this function returns the directory of the main justfile (project root), not the module file's directory.

# At the top of your module file (e.g., just/freecad.just)
project_root := justfile_directory()

# In recipes, use the variable instead of $(pwd)
my-recipe:
    #!/usr/bin/env bash
    PROJECT_DIR="{{project_root}}"  # Correct: /path/to/project
    # NOT: PROJECT_DIR="$(pwd)"     # Wrong: /path/to/project/just

Key Points

1. $(pwd) in modules: Returns the module's directory (just/), not project root
2. justfile_directory() in modules: Returns the main justfile's directory (project root)
3. Always define project_root: Add project_root := justfile_directory() at the top of module files
4. Use {{project_root}}: Reference paths relative to the project root using this variable

Example Fix

Before (broken):

run-headless:
    #!/usr/bin/env bash
    PROJECT_DIR="$(pwd)"  # Returns /path/to/project/just/ - WRONG!
    SCRIPT="${PROJECT_DIR}/src/script.py"  # /path/to/project/just/src/script.py

After (correct):

project_root := justfile_directory()

run-headless:
    #!/usr/bin/env bash
    PROJECT_DIR="{{project_root}}"  # Returns /path/to/project/ - CORRECT!
    SCRIPT="${PROJECT_DIR}/src/script.py"  # /path/to/project/src/script.py

---

FreeCAD GUI vs Headless Mode

FreeCAD can run in two modes:

1. GUI mode: Full graphical interface with 3D view, accessed via FreeCAD.app or freecad
2. Headless mode: Console-only, no GUI, accessed via FreeCADCmd or freecadcmd

Detecting GUI Availability

CRITICAL: Always use FreeCAD.GuiUp to check if the GUI is available. Never check for Qt/PySide availability as a proxy for GUI mode.

if FreeCAD.GuiUp:
    # GUI is available - can use FreeCADGui, ViewObjects, screenshots
    import FreeCADGui
    view = FreeCADGui.ActiveDocument.ActiveView
else:
    # Headless mode - no GUI features available
    pass

Why NOT to Check for PySide/Qt

WRONG - Do not use Qt availability to detect GUI mode:

# WRONG - PySide is available even in headless mode!
try:
    from PySide6 import QtCore
    # This will be True even in headless mode
    is_gui_mode = True
except ImportError:
    is_gui_mode = False

RIGHT - Use FreeCAD.GuiUp:

# CORRECT - GuiUp is False in headless mode
is_gui_mode = FreeCAD.GuiUp

Why this matters: FreeCAD bundles PySide6 even in headless mode (freecadcmd), but without a running Qt event loop:

• Qt timers (QTimer) will never fire
• GUI widgets cannot be created or displayed
• Any code relying on Qt events will hang indefinitely

This caused a bug where the MCP bridge queue processor used a QTimer in headless mode, resulting in execute calls hanging forever because the timer callbacks never ran.

GUI-Only Features

These features only work in GUI mode and will fail or crash in headless mode:

Feature	Requires GUI	Alternative in Headless
FreeCADGui module	Yes	Not available
obj.ViewObject	Yes	Returns None
Screenshots	Yes	Not available
Camera/view control	Yes	Not available
Display mode/color	Yes	Not available
Object visibility	Yes	Not available
Zoom in/out	Yes	Not available

Implementing GUI-Safe Tools

CRITICAL: All MCP tools that use GUI features must check FreeCAD.GuiUp and return a structured error response instead of crashing.

Pattern for GUI-Safe Tools

@mcp.tool()
async def set_object_visibility(object_name: str, visible: bool) -> dict[str, Any]:
    """Set object visibility. Requires GUI mode."""
    bridge = await get_bridge()

    code = f"""
if not FreeCAD.GuiUp:
    _result_ = {{"success": False, "error": "GUI not available - visibility cannot be set in headless mode"}}
else:
    doc = FreeCAD.ActiveDocument
    obj = doc.getObject({object_name!r})
    if obj is None:
        _result_ = {{"success": False, "error": f"Object not found: {object_name!r}"}}
    elif hasattr(obj, "ViewObject") and obj.ViewObject:
        obj.ViewObject.Visibility = {visible}
        _result_ = {{"success": True, "visible": {visible}}}
    else:
        _result_ = {{"success": False, "error": "Object has no ViewObject"}}
"""
    result = await bridge.execute_python(code)
    if result.success and result.result:
        return result.result
    return {{"success": False, "error": result.error_traceback or "Operation failed"}}

Key Requirements

1. Check FreeCAD.GuiUp first: Before accessing any GUI features
2. Return structured errors: Use {"success": False, "error": "..."} format
3. Never raise exceptions: Return error dicts instead of raising ValueError
4. Document GUI requirement: Add "Requires GUI mode" to docstrings

Tools Updated for GUI Safety

The following tools in src/freecad_mcp/tools/view.py check FreeCAD.GuiUp:

• set_object_visibility
• set_display_mode
• set_object_color
• zoom_in / zoom_out
• set_camera_position
• get_screenshot

Running FreeCAD in Each Mode

# GUI mode - with MCP bridge auto-started
just freecad::run-gui

# Headless mode - console only
just freecad::run-headless

# Or manually:
# GUI: /Applications/FreeCAD.app (macOS) or freecad (Linux)
# Headless: FreeCADCmd or freecadcmd

FreeCAD Plugin Import Restrictions

CRITICAL: Code running inside FreeCAD's Python environment cannot import packages that aren't available in FreeCAD's bundled Python (like mcp, pydantic, etc.).

The blocking_bridge.py script in the workbench addon imports the plugin directly from the module file to avoid triggering the mcp import:

# CORRECT - import directly from the module file in the same directory
script_dir = str(Path(__file__).resolve().parent)
sys.path.insert(0, script_dir)
from server import FreecadMCPPlugin  # Direct module import

This pattern is required because:

1. The MCP SDK is installed in the project's virtualenv, not in FreeCAD's Python
2. Python processes parent package __init__.py files when importing nested modules
3. Importing from freecad_mcp/__init__.py would trigger MCP SDK imports that don't exist in FreeCAD

---

Common Issues and Solutions

Pre-commit Failing

# Update pre-commit hooks
uv run pre-commit autoupdate

# Clear pre-commit cache
uv run pre-commit clean

# Run specific hook for debugging
uv run pre-commit run <hook-id> --all-files

Type Checking Errors

• Ensure all function parameters and return types have type hints
• Use typing module for complex types
• Add # type: ignore[error-code] only as last resort with explanation

Test Failures

• Read the full error message and traceback
• Check if fixtures are properly defined
• Verify test isolation (no shared state between tests)

---

Pre-commit Hook Requirements

This section documents specific requirements for each pre-commit hook to avoid common issues.

Ruff Linting

• UP038: Use modern union syntax for isinstance: isinstance(obj, str | int) NOT isinstance(obj, (str, int))
• Line length: 88 characters max (but E501 is ignored for embedded code strings)
• Import sorting: Ruff handles this automatically with ruff --fix

MyPy Type Checking

This project uses relaxed mypy settings because FastMCP lacks proper type stubs.

• Type ignores: When needed, use specific error codes: # type: ignore[attr-defined]
• FastMCP methods: on_startup, on_shutdown, and some run() args need type ignores
• XML-RPC: register_function has overly restrictive types, use # type: ignore[arg-type]
• Lambda captures: If mypy complains about union types in lambdas, assign to a local variable first

Codespell

• Technical terms: Add legitimate technical terms to .codespell-ignore-words.txt
• FreeCAD API: "vertexes" is valid FreeCAD terminology (not "vertices")
• Tool names: Add tool/library names that look like typos

Markdownlint (MD035)

• Horizontal rules: Must use --- format (3 dashes)

Markdownlint (MD060) - Table Formatting

• Table column style: All Markdown tables must use the "padded/aligned" style
• Every row in a table must have the same total character width
• Column separators (|) must align vertically across all rows
• The separator row dashes must match the column width set by the widest content

Example - Correct (aligned):

| File             | Purpose                                      |
| ---------------- | -------------------------------------------- |
| `.mise.toml`     | Tool version management configuration.       |
| `pyproject.toml` | Python project configuration and deps.       |

Example - Incorrect (misaligned):

| File | Purpose |
|------|---------|
| `.mise.toml` | Tool version management configuration. |
| `pyproject.toml` | Python project configuration and deps. |

When editing tables, ensure all columns align by adding padding spaces before the closing |.

Bandit Security

These checks are intentionally skipped in pyproject.toml:

• B101: Asserts allowed (needed for validation)
• B102: exec() required for FreeCAD Python execution
• B110: try-except-pass used for optional cleanup operations
• B411: XML-RPC required for FreeCAD compatibility

detect-secrets

• False positives: Add # pragma: allowlist secret comment to lines with false positives
• Baseline updates: Run just quality::scan-audit to update .secrets.baseline

no-commit-to-branch

• This hook fails when on main or master branch - this is expected behavior
• Always work on feature branches for actual commits

check-json5 (JSONC Support)

• VS Code configuration files (.vscode/*.json) use JSONC format (JSON with Comments)
• These files are excluded from the strict check-json hook
• The check-json5 hook validates these files instead, allowing // comments

---

GitHub Actions Workflows

This project uses component-specific release workflows along with CI/CD pipelines.

CI Workflows

Workflow	Trigger	Purpose
test.yaml	Push, PR	Runs unit tests and integration tests on Ubuntu and macOS
pre-commit.yaml	Push, PR	Runs all pre-commit hooks for code quality
docker.yaml	Push, PR	Builds Docker image to verify Dockerfile works
macro-test.yaml	Push, PR	Tests FreeCAD macros in headless Docker environment
codeql.yaml	Push, PR, scheduled	GitHub CodeQL security analysis

Release Workflows

Workflow	Trigger	Purpose
mcp-server-release.yaml	Tag: robust-mcp-server-v*	Builds and publishes MCP server to PyPI and Docker Hub
mcp-workbench-release.yaml	Tag: robust-mcp-workbench-v*	Creates GitHub Release with workbench addon archive
macro-cut-magnets-release.yaml	Tag: macro-cut-object-for-magnets-v*	Creates GitHub Release with macro archive
macro-multi-export-release.yaml	Tag: macro-multi-export-v*	Creates GitHub Release with macro archive
macro-release-reusable.yaml	Called by macro release workflows	Shared logic for macro releases (DRY)

Release Workflow Features

MCP Server Release (mcp-server-release.yaml):

• Validates SemVer tag format
• Builds Python wheel and sdist
• Tests installation on Ubuntu and macOS
• Publishes to PyPI (stable) or TestPyPI (alpha, beta, rc)
• Builds multi-arch Docker image (amd64 + arm64)
• Pushes to Docker Hub with version tags
• Creates GitHub Release with artifacts and changelog

Workbench/Macro Releases:

• Validates tag format
• Updates version in source files automatically
• Updates package.xml per-component version
• Creates tar.gz and zip archives
• Extracts changelog section for release notes
• Creates GitHub Release with archives

---

Release Process

This project uses component-specific versioning. Each component has its own git tag and release workflow:

Component	Tag Format	Releases To
MCP Server	robust-mcp-server-vX.Y.Z	PyPI/TestPyPI*, Docker Hub, GitHub Release
Robust MCP Bridge Workbench	robust-mcp-workbench-vX.Y.Z	GitHub Release (archive)
Cut Object for Magnets Macro	macro-cut-object-for-magnets-vX.Y.Z	GitHub Release (archive)
Multi Export Macro	macro-multi-export-vX.Y.Z	GitHub Release (archive)

*Stable releases (X.Y.Z) publish to PyPI; non-stable releases (alpha, beta, rc) publish to TestPyPI only.

Changelog Management

The project uses a single CHANGELOG.md with sections for each component. Before releasing:

1. Draft release notes from conventional commits:

   just release::draft-notes mcp-server
   just release::draft-notes workbench
   just release::draft-notes macro-magnets
   just release::draft-notes macro-export
   

2. Update CHANGELOG.md with entries under the appropriate component header:

   ## YYYY-MM-DD
   
   ### MCP Server vX.Y.Z
   
   #### Added
   - New feature
   
   ---
   
   ### Robust MCP Bridge Workbench vX.Y.Z
   ...
   

3. The release workflow automatically extracts the changelog section for GitHub Releases.

Creating a Release

Use the just release:: commands to create and push release tags:

# Check what has unreleased changes
just release::status

# Preview changes since last release
just release::changes-since mcp-server
just release::changes-since workbench

# Release the MCP server (triggers PyPI, Docker, GitHub release)
just release::tag-mcp-server 1.0.0

# Release the Robust MCP Bridge workbench
just release::tag-workbench 1.0.0

# Release macros
just release::tag-macro-magnets 1.0.0
just release::tag-macro-export 1.0.0

# View release tags
just release::list-tags
just release::latest-versions

Version Format

All versions follow SemVer 2.0:

• X.Y.Z - Stable release (PyPI only)
• X.Y.Z-alpha or X.Y.Z-alpha.N - Alpha (TestPyPI only)
• X.Y.Z-beta or X.Y.Z-beta.N - Beta (TestPyPI only)
• X.Y.Z-rc.N - Release candidate (TestPyPI only)

What Happens on Release

MCP Server Release:

1. Validates tag format
2. Builds Python wheel and sdist
3. Tests installation on Ubuntu and macOS
4. Publishes to PyPI (or TestPyPI for alpha, beta, rc)
5. Builds multi-arch Docker image
6. Pushes to Docker Hub
7. Creates GitHub release with artifacts

Workbench/Macro Release:

1. Validates tag format
2. Updates version in source files (.FCMacro, README, wiki-source.txt)
3. Updates version in package.xml
4. Creates archive (tar.gz + zip)
5. Creates GitHub release with archives

Package.xml Per-Component Versioning

The package.xml file uses per-content versioning as supported by FreeCAD:

<content>
    <workbench>
        <name>MCP Bridge</name>
        <version>1.0.0</version>
        ...
    </workbench>
    <macro>
        <name>Multi Export</name>
        <version>0.8.0</version>
        ...
    </macro>
</content>

Each component can have a different version, and the release workflows automatically update these when a component is released.

---

Changelog Maintenance

IMPORTANT: Update CHANGELOG.md at the end of any session where files in the repository are modified.

• Follow Keep a Changelog format
• Group changes under: Added, Changed, Deprecated, Removed, Fixed, Security
• Include date for each release version
• Document all significant changes, not just code changes

---

FreeCAD MCP Tools Reference

When Claude Code is connected to the FreeCAD MCP server, the following tools are available for interacting with FreeCAD. Use these tools to control FreeCAD, create/modify objects, and debug issues.

Discovering Capabilities at Runtime

The MCP server provides a freecad://capabilities resource that returns a complete JSON catalog of all available tools, resources, and prompts. This is the authoritative source for what's available.

IMPORTANT: When adding new MCP tools or resources, you MUST also update the freecad://capabilities resource in src/freecad_mcp/resources/freecad.py to keep it in sync. The capabilities resource is defined in the resource_capabilities() function.

Execution & Debugging Tools

Tool	Description
execute_python	Execute arbitrary Python code in FreeCAD's context. Use _result_ = value to return data. Has access to FreeCAD, App, Part, and all FreeCAD modules.
get_console_output	Get recent FreeCAD console output - useful for debugging macros and seeing error messages. Returns up to N lines of console history.
get_console_log	Alternative console log access with different formatting.
get_freecad_version	Get FreeCAD version, build date, Python version, and GUI availability.
get_connection_status	Check MCP bridge connection status, mode, and latency.
get_mcp_server_environment	Get MCP server environment info (OS, hostname, Docker detection). Useful for verifying container vs host.

Document Management Tools

Tool	Description
list_documents	List all open FreeCAD documents.
get_active_document	Get information about the currently active document.
create_document	Create a new FreeCAD document.
open_document	Open an existing .FCStd file.
save_document	Save a document to disk.
close_document	Close a document.
recompute_document	Force recomputation of document features.

Object Creation Tools (Part Workbench)

Tool	Description
list_objects	List all objects in a document with their types and properties.
inspect_object	Get detailed information about a specific object.
create_object	Create a generic FreeCAD object.
create_box	Create a Part::Box primitive.
create_cylinder	Create a Part::Cylinder primitive.
create_sphere	Create a Part::Sphere primitive.
create_cone	Create a Part::Cone primitive.
create_torus	Create a Part::Torus primitive.
create_wedge	Create a Part::Wedge primitive.
create_helix	Create a Part::Helix primitive.

Object Manipulation Tools

Tool	Description
edit_object	Modify object properties.
delete_object	Delete an object from the document.
boolean_operation	Perform union, cut, or intersection operations.
set_placement	Set object position and rotation.
scale_object	Scale an object by a factor.
rotate_object	Rotate an object around an axis.
copy_object	Create a copy of an object.
mirror_object	Mirror an object across a plane.

Selection Tools

Tool	Description
get_selection	Get currently selected objects.
set_selection	Select specific objects.
clear_selection	Clear the current selection.

PartDesign Tools (Parametric Modeling)

Tool	Description
create_partdesign_body	Create a new PartDesign::Body container.
create_sketch	Create a sketch attached to a plane or face.
add_sketch_rectangle	Add a rectangle to a sketch.
add_sketch_circle	Add a circle to a sketch.
add_sketch_line	Add a line to a sketch.
add_sketch_arc	Add an arc to a sketch.
add_sketch_point	Add a point to a sketch (for hole placement).
pad_sketch	Extrude a sketch (additive).
pocket_sketch	Cut into solid using a sketch (subtractive).
revolution_sketch	Revolve a sketch around an axis.
groove_sketch	Cut by revolving a sketch (subtractive).
create_hole	Create parametric holes from sketch points.
fillet_edges	Add fillets (rounded edges).
chamfer_edges	Add chamfers (beveled edges).
loft_sketches	Create a loft between multiple sketches.
sweep_sketch	Sweep a sketch along a path.

Pattern Tools

Tool	Description
linear_pattern	Create linear pattern of features.
polar_pattern	Create polar/circular pattern of features.
mirrored_feature	Mirror a feature across a plane.

View & GUI Tools (Require GUI Mode)

Tool	Description
get_screenshot	Capture a screenshot of the 3D view. Requires GUI mode.
set_view_angle	Set camera to standard views (front, top, isometric, etc.).
fit_all	Zoom to fit all objects in view.
zoom_in / zoom_out	Adjust zoom level.
set_camera_position	Set exact camera position and orientation.
set_object_visibility	Show/hide objects. Requires GUI mode.
set_display_mode	Set display mode (wireframe, shaded, etc.).
set_object_color	Change object colors. Requires GUI mode.
list_workbenches	List available FreeCAD workbenches.
activate_workbench	Switch to a different workbench.

Undo/Redo Tools

Tool	Description
undo	Undo the last operation.
redo	Redo an undone operation.
get_undo_redo_status	Get available undo/redo operations.

Export/Import Tools

Tool	Description
export_step	Export objects to STEP format.
export_stl	Export objects to STL format (for 3D printing).
export_3mf	Export objects to 3MF format (modern 3D printing).
export_obj	Export objects to OBJ format.
export_iges	Export objects to IGES format.
import_step	Import STEP files.
import_stl	Import STL files.

Macro Tools

Tool	Description
list_macros	List available FreeCAD macros.
run_macro	Execute a macro by name.
create_macro	Create a new macro file.
read_macro	Read macro source code.
delete_macro	Delete a macro file.
create_macro_from_template	Create a macro from a template.

Parts Library Tools

Tool	Description
list_parts_library	List available parts in FreeCAD's parts library.
insert_part_from_library	Insert a part from the library.

Example: Debugging a Macro

To debug issues with a macro running in FreeCAD:

# Get recent console output to see errors
console_output = await get_console_output(lines=50)

# Or execute Python to check state
result = await execute_python('''
doc = FreeCAD.ActiveDocument
if doc:
    _result_ = {
        "doc_name": doc.Name,
        "objects": [obj.Name for obj in doc.Objects],
        "errors": [obj.Name for obj in doc.Objects if hasattr(obj, 'isValid') and not obj.isValid()]
    }
else:
    _result_ = {"error": "No active document"}
''')

Example: Creating a Simple Part

# Create a document
await create_document(name="MyPart")

# Create a PartDesign body
await create_partdesign_body(name="Body")

# Create a sketch on the XY plane
await create_sketch(body_name="Body", plane="XY_Plane", sketch_name="Sketch")

# Add a rectangle to the sketch
await add_sketch_rectangle(sketch_name="Sketch", x=-10, y=-10, width=20, height=20)

# Extrude the sketch
await pad_sketch(body_name="Body", sketch_name="Sketch", length=15)

# Add fillets
await fillet_edges(body_name="Body", edges=["Edge1", "Edge2"], radius=2)

# Export to STL
await export_stl(object_names=["Body"], file_path="/tmp/mypart.stl")

---

Summary Checklist

When working on this project, ALWAYS:

• Use mise for tool management
• Use just commands for workflows
• Write comprehensive docstrings (Google-style)
• Write tests for all new code
• Run just all before finishing - everything must pass
• Use latest stable library versions
• Follow security best practices
• Update CHANGELOG.md with session changes