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Stacks AI

This package contains a set of tools to help you build AI-powered applications.

1. Request model access from AWS:

☘️ Features

• Chatbots • Image Generation • Text Generation & Summaries • git Diff Interpreter • GitHub PR integration • UI Generator • Zero-config

TODO

• [ ] Driver: Bedrock

🤖 Usage

You may now use:

Compact project context

Stacks conventions reduce the amount of application-owned code a coding model must generate. A model can describe domain shape once, use known Model-View-Action locations, and rely on framework traits and generators for migrations, validation, routes, API artifacts, and types where those paths are supported. Installed dependencies still exist, but their node_modules implementation is package-manager state, not application context an LLM should ingest or reproduce.

Generate a deterministic context payload for any coding model or agent:

The versioned JSON contract identifies canonical source roles, instruction files, available application surfaces, safe package metadata, and representative source paths. It excludes dependency, build, cache, lock, environment, credential, key, and secret paths by default. Existing Buddy AI calls consume the same compact text representation.

Output metrics include the enforced character budget and a heuristic token estimate. They also compare the payload with the previous unstructured context shape. This is evidence about prompt size only. It is not evidence that a particular model will write correct code, and exact billing tokens require the selected provider's tokenizer.

Learn more in the docs.

🧪 Testing

📈 Changelog

Please see our releases page for more information on what has changed recently.

🚜 Contributing

Please review the Contributing Guide for details.

🏝 Community

For help, discussion about best practices, or any other conversation that would benefit from being searchable:

Discussions on GitHub

For casual chit-chat with others using this package:

Join the Stacks Discord Server

📄 License

The MIT License (MIT). Please see LICENSE for more information.

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