一份个人 AI 智能体的需求清单：27 条期望
一个用户把对 AI 智能体的真实期望写成了 27 条清单，拿它当需求文档去调试你自己的智能体工作流很合适。
作者 koltregaskes 在 X 上列出了 27 条对个人 AI 智能体的具体期望，覆盖任务管理、多智能体协作和日程安排等方面。清单包括：开工前先查已有工作进度、同时推进多个任务、聚合不同 AI 提供商的智能体协同工作。作者还要求智能体在报告结果前先自行验证、用已授权的权限自行解决常规问题，把真正需要人决策的事项单独提出来。核心诉求可归纳为一句话：让智能体保持忙碌，把时间还给用户。
What I want from my personal AI assistant:
• Check what we're already working on before starting something else. • Tell me what you're doing now and what you'll work on next. • Keep track of the whole request, even when I ask for several things at once. • Work directly with the sessions, doing the work wherever possible. • Reply quickly enough that we can have a proper conversation. • Bring agents from different AI providers together as a team. • Work on many tasks at the same time. • Let me keep talking to you while that work carries on. • Know which projects can move forward and what's holding the others up. • Find the root cause when work gets stuck. • Prioritise the things that unlock the most other work. • Schedule the preparation before the work that needs it. • Give each project a clear home, useful instructions and an up-to-date record of where it stands. • Bring the useful context with you when we start a fresh session. • Fit your work around my schedule and help me fit mine around yours. • Keep schedules visible in one place. • Check that scheduled work actually starts. • Follow it through to a useful result. • Investigate and verify it before reporting back. • Fix routine problems using the access and authority I've already given it. • Bring me decisions that genuinely need my input. • Get things ready, so they're easier for me to review. • Tell me what's finished, what's changed and what needs me. • Keep the answer short when that's all I need. • You manage the system once we've built it. I'm not maintaining it. • Keep them busy, keep me unbusy. Give me some time back.
Sorry, some of these are kind of similar, but it's just a collection of thoughts I had over the last few days.
