README.md

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# protoLabs.studio — open weights

The model shelf of [**protoLabs.studio**](https://protolabs.studio): an indie studio running experiments in the open. One person and a fleet of agents building games, simulators, and specialized agents on infrastructure we run ourselves — from the hardware up.

We run research and create tools. The findings behind them get written up at [protolabs.studio](https://protolabs.studio).

## The rest of the studio

The weights below are one substrate. The patterns that build everything else are open too:

- [**`protoAgent`**](https://github.com/protoLabsAI/protoAgent) — A2A-native agent on LangGraph that grows at runtime via plugins, skills, and delegate agents
- [**`release-tools`**](https://github.com/protoLabsAI/release-tools) — release-notes + Discord embed as one GitHub Action, on every repo
- [**`protoBanana`**](https://github.com/protoLabsAI/protoBanana) · [**`protoCLI`**](https://github.com/protoLabsAI/protoCLI) · [**`protoWorkstacean`**](https://github.com/protoLabsAI/protoWorkstacean)

Built on top: [**ORBIS**](https://orbis.protolabs.studio) (voice-first AI companion) and [**MythXEngine**](https://mythxengine.com) (TTRPG world generator on a Rust multi-agent sim).

## Audience

Practitioners already operating in the LLM-agent space. The code has no filter — fork it, hack it to fit. The breakdowns assume you've worked through the docs. If we have to explain tokens, this isn't the shelf.

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**MIT licensed.** Findings ship as patterns to study and steal. Sibling rig (GGUF / llama.cpp / Ollama): **avaLab**.

[protolabs.studio](https://protolabs.studio) · [GitHub](https://github.com/protoLabsAI) · [X](https://x.com/protoLabsAI) · [Substack](https://substack.com/@protolabsai)