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llm-echo 0.5a0 发布:新增 thinking 测试选项llm-echo 0.5a0

simonwillison.net·2026-05-05 节选正文

LLM 命令行工具插件 llm-echo 0.5a0 版本新增 -o thinking 1 选项,用于兼容 LLM 0.32a0 及以上版本的思考模式输出。该插件提供一个名为“echo”的假模型,不执行真实推理,专为自动化测试设计。此更新增强了测试框架与新版 LLM API 的兼容性。

Simon Willison

5th May 2026

Release llm-echo 0.5a0 — Debug plugin for LLM providing an echo model

New -o thinking 1 option to help test against LLM 0.32a0 and higher.

This plugin provides a fake model called "echo" for LLM which doesn't run an LLM at all - it's useful for writing automated tests. You can now do this:

uvx --with llm==0.32a1 --with llm-echo==0.5a0 llm -m echo hi -o thinking 1

This will fake a reasoning block to standard error before returning JSON echoing the prompt.

Posted 5th May 2026 at 1:31 am

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