Been teaching codex to be my QA assistant. For every commit it creates a user-test scenario and uses webVNC (crabbox), computer/browser use (peekaboo/mcporter) to test OpenClaw like a user/QA person would. This runs in the background and opens PRs with fixes.
我一直在教 codex 做我的 QA 助手。对于每次 commit，它都会创建一个用户测试场景，并使用 webVNC (crabbox)、computer/browser use（peekaboo/mcporter）像真实用户或 QA 人员那样测试 OpenClaw。这个流程会在后台运行，并打开带有修复内容的 PR。
Haven't seen codex writing ad-hoc codemods before, but it just did for a bigger TypeScript migration. Impressed.
我之前还没见过 codex 编写 ad-hoc codemod，但它刚刚为一次更大型的 TypeScript 迁移这么做了。令人印象深刻。
The idea of OpenClaw is always that it should be yours. It's modular and lean, only add what you need. Fewer skills, fewer tools = your agent can work more efficiently.
OpenClaw 的理念一直是：它应该属于你自己。它是模块化且精简的，只添加你需要的东西。技能越少、工具越少，你的 agent 就能工作得越高效。