CASE EVIDENCE / A RECORD
prnake 公开的代码代理与软件工程案例，来源为 公开代码库，复核于 2026-06-27T05:49:21Z。
原始记录：prnake recreated Kimi K2 Thinking agentic search as a runnable deep-research tool
Chinese Brief
prnake 公开的代码代理与软件工程案例，来源为 公开代码库，复核于 2026-06-27T05:49:21Z。 Model Atlas 将它标记为 A 类证据，因为它同时具备具体使用者、具体任务、公开原始证据和可访问产物。 Model Atlas 不把 benchmark、教程、发布说明或集合页包装成真实案例。
任务
这是一个围绕软件工程任务执行的真实任务，公开材料可以回溯到具体使用者和具体产物。 原始资料写作：Implement a runnable agentic search and browsing workflow for Kimi K2 Thinking that can answer complex research questions or generate news reports by repeatedly searching, reading retrieved pages, folding prior tool res…
公开材料提供公开代码、README 或项目配置，可用于核验任务结果、项目形态和模型绑定关系。 原始资料写作：Public GitHub repository with CLI and frontend entry points, sample official trace data, example prompts for daily news reporting and complex multi-hop web questions, and documentation explaining the Kimi K2 Thinking ag…
Kimi K2 Thinking 在该案例中承担软件工程任务执行相关的生成、分析、编排或实现角色。 原始资料写作：Kimi K2 Thinking is used as the reasoning and orchestration model that decides search and browse steps, maintains the tool-use trajectory, and composes the final researched answer while external search/page-fetch tools …
当前判断基于公开材料；若产物下线、仓库变更或模型参与比例仅来自作者自述，需要在引用前重新复核。 原始资料写作：Unofficial personal implementation, not an official Moonshot customer story; nevertheless it is a concrete public runnable artifact tied to Kimi K2 Thinking rather than a benchmark, launch summary, prompt-only page, or …