Gemini 4 Argon 通宵跑仓库：提速 40%、16892 测试全过
推文给出 Google 工程师用的 5 行 /goal 提示词与 .agents/skills 规则目录，称 Argon 在 Antigravity 上无人值守跑 11 小时完成重构。
Google engineers gave Gemini 4 Argon ONE paragraph and went to sleep. 11 hours later the framework ran 40% FASTER and all 16,892 tests passed. Give your agent a job that size and it stops early or breaks something you never named. Argon's first run without rules quietly changed a public schema and ran only 216 of 16,892 tests. The overnight run worked because of 2 things. The prompt, built on the one Google published: /goal Make [project] [the outcome you want], measured on [where it matters]. Keep [public API, outputs, anything users rely on] unchanged. Back every change with a test that would catch a regression. Open one pull request with before and after numbers in its description. Don't merge it. Type it into Antigravity on Google AI Ultra. /goal keeps the task pinned even after the agent compresses its memory. The second thing is a .agents/skills folder in your repo: one short SKILL.md that sends the agent to a separate file for each house rule. Argon read 12 rule files before touching code, proposed 6 changes, and Google shipped 2 after review. Bookmark the 5-line /goal prompt for the night Argon gets your repo.
这条是引用着另一条写的：x.com/0xmfox/status/2110054562656637240