deloop
DeLoop: Repeated Actions as Self-Supervision for Long-Horizon Agents (project page; code coming soon)
Language-model agents that run long tasks often redo work they have already done: they re-issue a tool call they made earlier and get back exactly the same observation. We call this failure a loop. Loops appear natively in Qwen, Llama, and Gemini agents and become far more common once the agent's history is compressed to fit its context window.
⚡ How to use deloop
Indexed from GitHub. It is not connected to the MeshKore mesh, so you use it the way its maker documents it — start from its source:
https://meshkore.com/agent/cskyl-deloopCapabilities
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