claude-context

🥇Gold

Claude-context enables coding agents to search and reference an entire codebase for context. Developers and operations teams benefit from accurate code generation and maintenance. It connects to Claude Code and integrates with development workflows.

5,4354650Updated Today

Intermediate30min to implementautomation

Saves ~150 min per use

Quick InstallView Source

git clone https://github.com/zilliztech/claude-context.git

Works with:

Claude

Overview

About This Skill

The claude-context skill is designed to optimize code search capabilities for Claude Code, transforming your entire codebase into a contextual resource for AI agents. By leveraging this automation skill, developers can quickly retrieve relevant code snippets from extensive codebases, significantly enhancing the efficiency of their coding workflows. This skill integrates seamlessly with AI coding assistants, providing contextual suggestions that align with the specific needs of the project at hand. One of the key benefits of using claude-context is its ability to reduce costs associated with loading entire directories by utilizing a vector database. This not only streamlines the process but also enhances the semantic understanding of code, making it easier to navigate complex codebases. For teams working in multi-agent coding environments, this skill provides a unified context, allowing multiple AI agents to collaborate effectively and access the same relevant information. Developers, product managers, and AI practitioners will find this skill particularly useful. It is ideal for those involved in software development, especially when working with large codebases or when integrating AI solutions into their workflows. The skill's practical applications include quickly retrieving snippets during development, improving the integration of AI assistants, and supporting collaborative coding efforts among multiple agents. While the implementation of claude-context is categorized as intermediate and typically takes around 30 minutes, the time savings it offers can be substantial. By enhancing code search capabilities and streamlining workflows, this skill fits perfectly into AI-first development environments, enabling teams to focus on innovation rather than manual code retrieval. For those looking to enhance their coding efficiency and leverage AI automation effectively, claude-context is a valuable addition to their toolkit.

Use Cases

Quickly retrieve relevant code snippets from a large codebase during development.

Integrate with AI coding assistants to provide contextual code suggestions.

Reduce costs associated with loading entire directories by using a vector database.

Enhance code search capabilities for better semantic understanding of code.

Setup & Installation

Quick Install

No install command available. Check the GitHub repository for manual installation instructions.

Alternative Install (Git Clone)

git clone https://github.com/zilliztech/claude-context

Requirements

Claude Code or compatible AI agent
Works with: Claude

Quick Start Guide

Install the Skill

Copy the install command above and run it in your terminal.

Open Your AI Agent

Launch Claude Code, Cursor, or your preferred AI coding agent.

Try It Out

Use the prompt template or examples below to test the skill.

Customize

Adapt the skill to your specific use case and workflow.

Usage Examples

Prompt Template

Search the entire [COMPANY] codebase for functions, classes, or methods related to [SPECIFIC_FEATURE] in [PROGRAMMING_LANGUAGE]. Provide a summary of the top 3 most relevant code snippets, including file paths, and explain their relevance to [SPECIFIC_FEATURE].

Example Output

# Code Search Results for 'User Authentication' in Python

## Top 3 Relevant Code Snippets

1. **File Path**: `/authentication/services/auth_service.py`
   - **Relevance**: This file contains the core authentication logic, including user login, logout, and session management functions.
   - **Key Functions**: `authenticate_user`, `generate_session_token`, `validate_session`

2. **File Path**: `/authentication/models/user.py`
   - **Relevance**: Defines the User model and related database operations, crucial for authentication data storage and retrieval.
   - **Key Functions**: `create_user`, `get_user_by_email`, `update_user_password`

3. **File Path**: `/authentication/utils/password_hashing.py`
   - **Relevance**: Handles password hashing and verification, a critical component of secure authentication.
   - **Key Functions**: `hash_password`, `verify_password`

## Summary
The codebase contains a comprehensive authentication system with clear separation of concerns. The `auth_service.py` file is the central hub for authentication operations, while `user.py` manages user data, and `password_hashing.py` ensures secure password handling.