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不得不说@yihui_indie 大佬的skillry.这个manus风格skill的厉害，能读懂cell motion个动效的逻辑，随意修改，不变形，并且完完全全做到基本复刻到。已开源

我终于找到 AI 真正融入生活的姿势，这才是真正的 AI Native🤩！！！ 我直接让 AI 接入 微信、邮箱、日历，在后台跑定时任务： 每天定时读取新信息，自动帮我做好当天的行程规划和任务梳理，手机端准时弹出提醒。 微信群里各种通知、各种可能遗漏的客户，还有一堆邮件…… 每天被这些事情浪费很多时间，还可能遗漏。 这几天我把整个任务丢给了 Today AI，真的是爽翻了！ 大概实现是这样的： 1、我用 Skills 解密本地微信数据，让它读取到微信最新信息，同时将工作邮箱和日历授权给它，它在后台跑定时任务，每天定时抓取最新上下文，自动做好统筹和规划，手机端直接推送执行建议。 2、并且设置了定时任务，每天早晨 8 点，Today 自动结合昨天的微信沟通、新邮件和今日日程，生成报告，以及待办的任务，并在手机上提醒我。 3、定期扫描邮箱账单，定期自动检查收据，帮我翻出了在吃灰的会员，并且差旅发票和报销凭证随手发过去，自动按项目归类核对金额，省下大把时间。 4、而且，健康饮食和健身规划也都可以交给它，做好定时任务和长期规划，接着就可以开始健康生活了～ 5、除此之外，这是国内第一个真正意义上的 Personal AI，电脑端在后台跑任务，手机端实时收提醒，非常方便。 国内版基础版免费用，新用户注册送 1 亿 Token 和 1 个月 Pro。 微信解密 Skills 和产品链接放评论区：

Raven 0.2.0 — The Harness of Harnesses, built for RSI. 🐦‍⬛ One harness can't be best at everything. Raven combines its own specialist harnesses (Research, Code, Design, Oncall) with the agents you already use (Claude Code, Codex and more) into one team. And it's built for RSI, and not just at the skill level. The whole harness can be rewritten by AI: prompts, policies, strategy code, playbooks. Every sub-harness, including the orchestration layer itself, is its own instance that can be improved. With Raven you can: 1. Orchestrate many agents as one team. Raven's sub-harnesses and external agents work in one task graph with shared memory across sub-agents, powered by leading orchestration (0.963 Node F1 on the Multi-Agent Orchestration Benchmark). 2. Run long, complex tasks. Oncall and proactive execution keep work going for days, from scientific research loops to shipping a full Godot game. 3. Build vertical agents with RSI. Use Raven's RSI to develop and refine an agent for your domain, and we'll optimize it with you. Experimental for now; reach out to the Raven team(Discord: More in the video and slides below. Open source, Apache-2.0. (lots of work made with Raven lives there, and much of this launch's material was made with Raven too)

Claude can now help you build evaluations and hillclimb on them. In this article, we share guidance on eval design & skills that Claude Code can use to improve your applications.