# Crawlnet open-sources Queen's crypto research harness under MIT

> Original title: open-sourced the queen's harness: http://github.com/crawlnet/queen-harness

- Source: X search: AI open-source releases
- Published: 2026-10-29T11:26:44.000Z
- Bad Influence: https://badinfluence.news/items/o4wafwy863weohkox23ndpl4m
- Original: https://x.com/matthewabides/status/2115767287051374957

## Summary

Crawlnet open-sources the Queen harness on GitHub under the MIT license, letting any model with tool calls run it with one key. The harness routes each question to one of 10 kinds, exposing only the 44 functions that kind needs across Solana RPC, Helius, DefiLlama, Jupiter, GeckoTerminal, Polymarket and X, 29 of them keyless. Queen's weights are also published on Hugging Face as queen-v6.

## Post

open-sourced the queen's harness: http://github.com/crawlnet/queen-harness

- code reads the question's kind first (10 kinds, 6 languages), the model gets only the functions that kind needs
- a coin's dossier lands before the model starts: dex screener, rugcheck, lp lock, holders by kind, the dev's launch, bundle and snipers, clusters by funder
- the card's verdict comes from code: the worst check wins
- larp check: site age, github history, the x account, all against the launch date
- 44 functions over solana rpc, helius, defillama, jupiter, geckoterminal, polymarket and posts on x, 29 keyless
- one key to run it: any model with tool calls
- the whole prompt and every playbook are in the repo
- MIT

her weights are on hugging face: http://huggingface.co/Crawlnet/queen-v6