proactive-context-management

ContextPilot-14B is a Qwen3-14B checkpoint that teaches language-model agents proactive context management via fine-grained reinforcement learning for long-horizon tasks.

ContextPilot introduces a proactive context management framework for long-horizon agentic reasoning, using fine-grained reinforcement learning with branch sampling to improve performance and efficiency in maintaining compact working contexts.