CLI tool for generating code outlines for AI agents

AST Outline: Streamline AI Agent Code Generation

Developing AI agents often involves significant token consumption for code context. AST Outline is a command-line interface (CLI) tool designed to optimize this process by generating precise code outlines. This reduces the amount of code sent to AI models, leading to lower token usage and faster, more efficient agent development. It integrates seamlessly with popular AI coding environments, making it a valuable addition to any AI builder's toolkit.

What AST Outline Does

AST Outline analyzes your codebase and generates structured outlines of your code. Instead of sending entire files to an AI agent, you can provide these outlines, which include function signatures, class definitions, and specific line ranges. This allows the AI to understand the code structure and relevant sections without processing unnecessary code, directly impacting token efficiency and cost.

Key Features

• Code Outline Generation: Creates concise representations of your code, focusing on essential structural elements.
• Token Usage Reduction: Significantly lowers the number of tokens required for AI code analysis and generation.
• Compatibility: Works with AI models and environments like Claude Code, Cursor, and Aider.
• CLI Interface: Easy to integrate into existing development workflows and scripts.
• Source Available: Open-source on GitHub for transparency and customization.

Who AST Outline is For

AST Outline is an essential tool for AI developers , ML engineers , and anyone building or integrating AI agents that interact with code. If you're working with large codebases, aiming to reduce AI API costs, or seeking to improve the speed and accuracy of AI-assisted coding tasks, AST Outline provides a direct solution. It's particularly beneficial for developers using AI tools that have token-based pricing or performance limitations based on input size.