ChocoVine enforces a Research → Test → Code loop for Claude Code, reducing hallucinations. It benefits engineering teams by ensuring AI-generated code is reliable. It integrates with Python workflows and connects to Claude Code.
git clone https://github.com/vneseyoungster/ChocoVine.gitChocoVine enforces a Research → Test → Code loop for Claude Code, reducing hallucinations. It benefits engineering teams by ensuring AI-generated code is reliable. It integrates with Python workflows and connects to Claude Code.
No install command available. Check the GitHub repository for manual installation instructions.
git clone https://github.com/vneseyoungster/ChocoVineCopy the install command above and run it in your terminal.
Launch Claude Code, Cursor, or your preferred AI coding agent.
Use the prompt template or examples below to test the skill.
Adapt the skill to your specific use case and workflow.
I'm working on a Python project for [COMPANY] in the [INDUSTRY] sector. I need to implement a [FEATURE] using ChocoVine to ensure reliable code. Here's the [DATA] I have: [INSERT DATA]. Please follow the Research → Test → Code loop and provide the final code.
# Research Phase
Based on the provided data, I've identified the following key requirements for the inventory management system:
- Real-time stock level tracking
- Low stock alerts
- Integration with existing POS system
# Test Phase
I've created the following test cases to validate the implementation:
1. Test stock level updates
2. Test low stock alert triggers
3. Test POS system integration
# Code Phase
Here's the final implementation that passes all tests:
```python
class InventoryManager:
def __init__(self, pos_system):
self.stock = {}
self.pos_system = pos_system
self.low_stock_threshold = 10
def update_stock(self, item_id, quantity):
self.stock[item_id] = quantity
if quantity <= self.low_stock_threshold:
self._send_low_stock_alert(item_id)
def _send_low_stock_alert(self, item_id):
# Implementation of low stock alert
pass
def sync_with_pos(self):
# Implementation of POS system sync
pass
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