A high-performance conversion engine that transforms Python source code into idiomatic, compilable Go for performance-intensive applications.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install neo-python-to-go-converter
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install neo-python-to-go-converter using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Python to Go Converter?
The Python to Go Converter is a specialized utility within the Openclaw Skills ecosystem designed to bridge the gap between rapid prototyping in Python and high-performance execution in Go. It performs deep Abstract Syntax Tree (AST) analysis to map Python dynamic types to Go static type systems, translating standard library calls and control flow structures into clean, production-ready Go code.
This skill is particularly valuable for developers looking to optimize backend services or migrate legacy scripts without manually rewriting every logic block. By leveraging the structured mapping provided by Openclaw Skills, users can significantly reduce the time required for language migration while maintaining functional parity.
Python to Go Converter Use Cases
- Porting compute-heavy Python scripts to Go microservices for better concurrency.
- Refactoring backend logic to improve memory management and execution speed.
- Automating the initial migration phase for developers moving from Python to the Go ecosystem.
- Integrating automated code translation into AI-driven development pipelines using Openclaw Skills.
How Python to Go Converter Works
- The tool parses the Python source code into an Abstract Syntax Tree (AST) to understand the program structure.
- It performs type inference to map dynamic Python variables to static Go types like int, string, and map.
- The engine resolves Python standard library imports and identifies their idiomatic Go equivalents.
- It generates formatted Go code, preserving original logic, comments, and structure where possible.
- A diagnostic report is generated to highlight any unsupported dynamic features or metaprogramming that require manual intervention.
Python to Go Converter Setup
Ensure you have Python 3.8+ and the Go compiler installed in your PATH. This skill is deployed as a standard component of the Openclaw Skills suite.
# Verify the converter installation
python-to-go-converter --help
# Convert a single Python file to Go
python-to-go-converter convert main.py --output main.go
# Run conversion with detailed diagnostics
python-to-go-converter convert script.py --verbose
Python to Go Converter Data Schema & Taxonomy
The skill organizes its logic and reference data through a structured directory system to ensure reliable translation:
| Directory/File | Description |
|---|---|
scripts/ |
Contains the core AST parser, type mapper, and Go code generator. |
references/ |
JSON-based mapping tables for types, library equivalents, and error codes. |
examples/ |
A collection of Python scripts and their corresponding Go outputs for reference. |
tests/ |
Unit tests and validation scripts to ensure conversion accuracy. |
Python to Go Converter Advanced Features
- Intelligent Python-to-Go type mapping for complex structures like classes and nested dictionaries.
- Detailed error diagnostics provided via a comprehensive error catalog for troubleshooting.
- Support for batch conversion of multiple files through a robust CLI interface.
- Seamless integration as a single-turn execution model for AI agents within the Openclaw Skills framework.
SKILL.md
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