Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution
- 类型：arxiv
- 标识：2608.08311
- 链接：https://arxiv.org/abs/2608.08311
- 主分类：agent
- 形态：method
- 被引：1
- 被引来源：Semantic Scholar
- S2被引：1
- 影响力被引：0
- TLDR：We present Ouroboros, a self-developing agent harness whose tools, prompts, context assembly, and core implementation improve through reviewed commits that become the runtime for later work. Core evolution proceeds in two modes. In recursive free evolution, improvement is itself a task, and completing one evolution cycle can schedule the next. In experience-driven core evolution, ordinary work and social interaction expose bugs, rough edges, and inefficient context construction that lead to reviewed structural changes. On Terminal-Bench 2.1, an Opus 5 run scores 86.74%, the best result reporte
- 待LLM分类：否
- 标题中文：Ouroboros：基于已评审核心演化的自进化前沿编程 Agent
- TLDR中文：我们提出 Ouroboros，一个自进化的 Agent harness，其工具、提示、上下文组装与核心实现通过已评审的 commit 持续改进，并成为后续工作的运行时。核心演化以两种模式推进：在递归自由演化中，改进本身就是任务，完成一个演化周期即可调度下一周期；在经验驱动核心演化中，常规工作和社交交互暴露的 bug、粗糙之处及低效上下文构造会引发已评审的结构变更。在 Terminal-Bench 2.1 上，Opus 5 运行取得 86.74% 的得分，为该基准报告的最佳结果。
- 来源文件：
- /inbox/tom/_candidates/2026-08-11-agent-rag-longcontext-candidates.json
- [S2 enrich]