不要放弃 AGENTS.md — 修复其中的问题

A recent study evaluated whether repository-level context files are genuinely helpful for coding agents in solving tasks. The findings are counterintuitive: both LLM-generated and developer-authored context files tend to decrease success rates while increasing costs. The paper tested AGENTS.md files across two benchmarks: SWE-bench Lite and a custom dataset called AGENTbench, covering 138 real tasks across 12 repositories. On SWE-bench Lite with GPT-4o, the no-context baseline resolved 33.5% of tasks, while adding LLM-generated context dropped that to 32%.