Renmin University open-sources FlashRSI, a unified self-improving agent framework
Instead of manually tuning a coding agent's prompts, skills and tool configs, teams can let FlashRSI run the propose-edit-evaluate-select loop and benchmark which changes to keep. Builders maintaining long-running agents — repeated file reads, forgotten post-fix tests, token waste — get an auditable changelog of every config revision. The open-source release lets practitioners pick a specific algorithm like GEPA or ACE per optimisation layer rather than rewriting one-off tuning scripts.
