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mahidalhan
mahidalhanCOMMUNITY
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Website𝕏@noborderhumanGitHub

exa-code-context

Search open source repositories for real code examples with source URLs.

34|6|Updated Oct 25, 2025
Search Tags:#github#developer-tools#open-source#code-examples#code-context#api-key
One-click install
npx skills add https://github.com/mahidalhan/claude-hacks --skill exa-code-context
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: exa-code-context
Source: https://github.com/mahidalhan/claude-hacks/tree/main/skills/exa-code-context/skills/exa-code-context
Command: npx skills add https://github.com/mahidalhan/claude-hacks --skill exa-code-context

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, python-dotenv, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Exa Code Context helps developers surface real, working code examples from the open-source world to reduce hallucinations and time spent searching for patterns.

Core Features & Use Cases

  • Real-world code snippets from GitHub, documentation, and Stack Overflow.
  • API usage patterns for libraries and frameworks.
  • Developer workflows for setting up environments and projects.

Quick Start

Use Exa Code Context to fetch practical code examples for your current task.

Frequently Asked Questions about exa-code-context

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find real code examples from open-source projects to reduce AI hallucinations?▼

To find real code examples and reduce hallucinations, this Skill surfaces working code snippets from GitHub and Stack Overflow. It provides structured results with source URLs and metadata for accurate library usage patterns and API syntax.

Do I need an API key to search for open-source code snippets and API usage patterns?▼

Yes, you need an API key for the Exa Context API to search for open-source code snippets. You must configure this key in your environment using python-dotenv before fetching structured results with source URLs.

Can I use this tool to find development setup workflows across multiple languages and frameworks?▼

Yes, you can use this tool to find development setup workflows across multiple languages and frameworks. It queries open-source repositories to return real-world code examples applicable to your specific project environment setup.

What is the best way to get structured code context from GitHub for my current task?▼

The best way to get structured code context is using the Exa Context API. It supports dynamic or fixed token counts to fetch code examples, returning structured results containing source URLs and metadata directly from open-source repositories.

Does fetching real code examples from open-source repositories work with Python?▼

Yes, fetching real code examples works with Python using the requests library. The Skill uses Python scripts to interact with the Exa Context API, retrieving structured code context and API usage patterns from open-source repositories.

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