gitstack-helper 2025.12.21100148

A new package that helps developers manage and organize their Git branches and commit stacks more efficiently. It takes a description of the current branch state or a developer's intended changes as i

GitStack Helper

GitStack Helper is a Python package designed to help developers manage and organize their Git branches and commit stacks more efficiently. It takes a description of the current branch state or a developer's intended changes as input and returns structured suggestions for branch naming, stacking strategies, or rebase workflows.

Features

• Simplifies complex version control tasks
• Provides structured suggestions for branch management
• Supports custom LLM integration
• Easy to use with a simple API

Installation

pip install gitstack_helper

Usage

Basic Usage

from gitstack_helper import gitstack_helper

response = gitstack_helper("I need to fix a bug in the login feature")
print(response)

Using a Custom LLM

You can use any LLM compatible with LangChain. Here are examples with different LLMs:

Using OpenAI

from langchain_openai import ChatOpenAI
from gitstack_helper import gitstack_helper

llm = ChatOpenAI()
response = gitstack_helper("I need to fix a bug in the login feature", llm=llm)
print(response)

Using Anthropic

from langchain_anthropic import ChatAnthropic
from gitstack_helper import gitstack_helper

llm = ChatAnthropic()
response = gitstack_helper("I need to fix a bug in the login feature", llm=llm)
print(response)

Using Google

from langchain_google_genai import ChatGoogleGenerativeAI
from gitstack_helper import gitstack_helper

llm = ChatGoogleGenerativeAI()
response = gitstack_helper("I need to fix a bug in the login feature", llm=llm)
print(response)

Using LLM7 API Key

By default, GitStack Helper uses the LLM7 API. You can pass your API key directly or via an environment variable.

Using Environment Variable

import os
from gitstack_helper import gitstack_helper

os.environ["LLM7_API_KEY"] = "your_api_key"
response = gitstack_helper("I need to fix a bug in the login feature")
print(response)

Passing API Key Directly

from gitstack_helper import gitstack_helper

response = gitstack_helper("I need to fix a bug in the login feature", api_key="your_api_key")
print(response)

Parameters

• user_input (str): The user input text to process.
• llm (Optional[BaseChatModel]): The LangChain LLM instance to use. If not provided, the default ChatLLM7 will be used.
• api_key (Optional[str]): The API key for LLM7. If not provided, the environment variable LLM7_API_KEY will be used.

Rate Limits

The default rate limits for LLM7 free tier are sufficient for most use cases of this package. If you need higher rate limits, you can pass your own API key via the environment variable LLM7_API_KEY or directly in the function call.

Getting an API Key

You can get a free API key by registering at LLM7.

Issues

If you encounter any issues, please report them on the GitHub issues page.

Author

• Eugene Evstafev
• Email: [e-mail]
• GitHub: chigwell