Tag
A repair tool that infers fixes from a single worked example and successfully repairs 5 out of 5 bugs in unseen code using only 4 CPU instructions and zero tokens, with exhaustive verification.
SkillForge is a self-distilling framework that enhances LLM-based software issue resolution by proactively synthesizing and resolving synthetic repository issues to acquire project-specific knowledge, improving performance over baselines.
ACQUIRE is a QA-driven framework that decouples knowledge acquisition from patch generation for software issue resolution, outperforming pre-repair methods on SWE-bench Verified.