I then added a few more personal preferences and suggested tools from my previous failures working with agents in Python: use uv and .venv instead of the base Python installation, use polars instead of pandas for data manipulation, only store secrets/API keys/passwords in .env while ensuring .env is in .gitignore, etc. Most of these constraints don’t tell the agent what to do, but how to do it. In general, adding a rule to my AGENTS.md whenever I encounter a fundamental behavior I don’t like has been very effective. For example, agents love using unnecessary emoji which I hate, so I added a rule:
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Features of ProWriting AidHere are some key features of ProWriting Aid:
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过去十几年,TPU 一直是谷歌最核心的底层机密,也是其维持搜索与 AI 霸权的终极护城河。如今,谷歌不仅把它大批量租给最大的竞争对手之一,甚至还联合外部投资机构设立了专门的合资企业,专职向外租赁 TPU。