SkillForge: Self-Distilling Agents for Project-Specific Issue Resolution
SkillForge trains agents on synthetic repo-specific issues before real bugs arrive.
The framework re-implements test-covered core functionality to create project-specific issues, then has the agent resolve them. Those resolutions are distilled into reusable, entity-grounded skills tied to relevant repository parts. The authors report gains over strong baselines across open- and closed-source models. HF Daily Papers' note
The framework re-implements test-covered core functionality to create project-specific issues, then has the agent resolve them. Those resolutions are distilled into reusable, entity-grounded skills tied to relevant repository parts. The authors report gains over strong baselines across open- and closed-source models. HF Daily Papers' note
score 5