🔥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”！
This is a vibe coding post classified by AGK Intelligence as Agent infra & costs (a tool drop), kept by the Vibe Coding Radar because it carries real work, not commentary.
🔥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👅 (25.5k followers) 6 days ago · 208 likes · 11.1k views · view the original post on X. Kept by the Vibe Coding Radar as Agent infra & costs. Tools mentioned: harness2.
More vibe coding work like this
- If you want to learn how to build self-improving harnesses, check out this paper. — @dair_ai
- Build an agent on @onkeiki to answer your customers while you sleep. — @orchid_hq
- how do you stop 20+ agents from colliding on the same client work? — @webjuice_ie
- Brilliant paper on optimizing agent environments. — @dair_ai
- Docker is one box. The coding agent can run in others, and switching is one line 🧰 — @marcelotryle
- Holy f*cking sh*t... everyone upgrades Claude and nobody builds the harness — @gippp69
- 1/9 — @TollyLabs
- As AI coding agents get more capable, knowing what they're doing becomes just as… — @EntelligenceAI
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 7.9k posts from 5k X accounts over the last 14 days, 2.6k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-06 16:07 UTC. Full method.