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1. lsdefine/GenericAgent lsdefine/GenericAgent Public

   Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

   Python 2.6k 304

2. JinyiHan99/Proactive-Self-Refine-in-LLMs JinyiHan99/Proactive-Self-Refine-in-LLMs Public

   [ICLR26] An open-source project dedicated to training language models to proactively refine their outputs during generation via reinforcement learning.

   Python 5

3. HINT HINT Public

   An adaptive hinting framework help the model articulate the solution on its own, rather than being directly told the answer.

   Python 2

4. lsdefine/simple_GRPO lsdefine/simple_GRPO Public

   A very simple GRPO implement for reproducing r1-like LLM thinking.

   Python 1.6k 130