🔥厉害了！仅需一行代码让 Agent 自己进化！FlashRSI 开源，RSI 研究终于不再“东一榔头西一棒”！
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🔥厉害了！仅需一行代码让 Agent 自己进化！FlashRSI 开源，RSI 研究终于不再“东一榔头西一棒”！ 人民大学 NLPIR 实验室刚放了个大招：FlashRSI 首个真正统一的递归自进化（RSI）研究框架。 以前复现一个算法、换个 Benchmark、对个 Harness 要翻好几个仓库，现在直接Algorithm × Benchmark × Harness，一键跑通。 核心亮点： 🔹12 种 RSI 算法一键复现（SkillOpt / OPRO / GEPA / ACE / RRSI / Meta-Harness 等全覆盖） 🔹30+ Benchmark + 多类 Datasets，统一实验流 🔹原生支持 MiniAgent、Claude Code、Codex 三大 Harness，完整 Snapshot + 轨迹全程记录，可复现性拉满 🔹初步评估已做：in-domain / near-domain 收益明显，OOD 仍有挑战，限制演化空间有时反而更稳 3 步就能开跑： 1️⃣git clone https://github.com/RUC-NLPIR/FlashRSI.git && pip install -e ".[all]" 2️⃣设置 TARGET_API_KEY 和 WORKER_API_KEY 3️⃣flashrsi run --algo
Posted by SuSu_酥酥👅 (25.1k followers) 1 h ago · 11 likes · 1.2k views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: flashrsi.git, flashrsi, Quickstart, harness2.
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