🔥牛逼！让 Jev 自我优化、自己解决复杂问题，不用再手写 instruction、criteria、候选集！
This is a dev post classified by Jev as AI dev tools (a tool drop), kept by the Dev Radar because it carries real work, not commentary.
🔥牛逼！让 Jev 自我优化、自己解决复杂问题，不用再手写 instruction、criteria、候选集！ JevHarness：LLM 自动生成任务专属决策流程，冻结后每次只跑代码 + 快速 Jev 判断。有数据还能用轨迹持续进化。宝可梦 5 轮迭代，胜率 25% → 75%。 主要亮点： 🔹LLM 写一次策略，Jev 做高速模糊判断 🔹自动生成特征、问题、判据和动作逻辑 🔹可用奖励 + 全轨迹反射 / GEPA 自我优化 🔹自带 Coding Agent skill，丢仓库地址就能开干 🔹可回放每一步 Jev 选择的对战 Demo 关键操作 1️⃣仓库：https://github.com/TianyuCodings/JevHarness 2️⃣Claude Code 装 skill： /plugin marketplace add https://github.com/TianyuCodings/JevHarness.git /plugin install jev-harness@jevharness 3️⃣对 Agent 说：用 JevHarness skill，按我的任务生成 harness 4️⃣有奖励就开评测 + 迭代；满意后冻结，线上只跑 harness + Jev 5️⃣Demo：https://jev-harness.tianyuchen99.
Posted by SuSu_酥酥👅 (16.2k followers) 20 h ago · 200 likes · 15.6k views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: jevharness, jevharness.git, JevHarness.
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