by JARVIS-Xs
SE-Agent is a self-evolution framework for LLM Code agents. It enables trajectory-level evolution to exchange information across reasoning paths via Revision, Recombination, and Refinement, expanding the search space and escaping local optima. On SWE-bench Verified, it achieves SOTA performance
# Add to your Claude Code skills
git clone https://github.com/JARVIS-Xs/SE-Agent🔗 Ecosystem: RepoMaster · GitTaskBench · SE-Agent · Team Homepage
SE-Agent is a self-evolution framework that enables information exchange between reasoning paths through a trajectory-level evolution mechanism, breaking the cognitive limitations of single trajectories. This approach expands the search space, escapes local optima, and demonstrates emergent capabilities from collective interactions, achieving 80% Top1 performance on SWE-bench Verified, truly realizing autonomous evolution for LLM-based agents in complex reasoning tasks.
SE-Agent ranks Top1 among open-source frameworks on SWE-bench Verified.
SE-Agent gain significant gains on SWE-bench Verified **across v...