Change2Task: From Repository Changes to Executable Coding Agent Tasks and Environments

Haomin Qi, Xingliang Wang, Xuanqi Gao, Baihui Sang, Xin Zhang et al.|July 30, 2026arXiv

Key Takeaway

By mining repository history and reconstructing code states, you can generate verified, executable coding tasks at scale—reducing the manual effort of creating training data for code-generation agents while maintaining realistic development scenarios.

Summary

Change2Task automatically converts pull requests from repository history into executable coding tasks for training AI agents.

training data agents

Key Terms

coding-agent patch-reversal task-verification repository-mining