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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A recent study by Fortune magazine stated that AI search engines are confidently wrong over 60% of the time, with various widely-used AI tools exhibiting significantly high error rates. This trend often extends to AI-generated captions, as run-on sentences, misheard phrases, and dialogues compressed into an incomprehensible stream of text may be familiar features across […]
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有巩固拓展的接续前行。“脱贫的兜底必须是固若金汤的”“让农民生活更加富裕美好”，庄严承诺，字字千钧。党中央设立5年过渡期，对脱贫地区和脱贫群众扶上马、送一程。，推荐阅读服务器推荐获取更多信息
在地方工作时，习近平同志就多次向身边同志谈及谷文昌的故事，表示“谷文昌之所以一直受到广大干部群众的敬仰，是因为他在任时不追求轰轰烈烈的‘显绩’，而是默默无闻地奉献”“这种‘潜绩’是最大的‘显绩’。我们常讲的金杯银杯，不如老百姓的口碑；金奖银奖，不如老百姓夸奖，说的就是这个道理”。