OwlWorks AI Radar
Agent 开始替人跑流程了
2026年7月10日今日判断
今天的重点不是某个模型又多聪明一点,而是 Agent 正在从代码编辑器外溢到求职、Office、设计规范、视频理解和安全测试。你开始委托它跑真实流程,也就开始把规则、账号、文件和声誉交给它。
Claude Code 求职
Agent Skills
OfficeCLI
System Prompts
LLM burnout
先别急着只问 Claude Code 有没有在请求里做隐形标记。
更深的问题是:当 Agent 代表你投简历、改 Office、生成设计、看视频、做渗透测试时,它到底带着哪些规则、权限和痕迹在行动?如果这些东西不可见,所谓“自动化”就会变成一套你无法审计的委托关系。
今天 GitHub 前排连起来看很刺眼:Claude Code 求职框架、production-grade agent skills、Office agent、给设计系统写 DESIGN.md、系统提示泄漏、Claude 看视频、自治渗透测试。AI 不再只是给建议,而是在把白领流程拆成可执行、可复用、可替代的步骤。
所以接下来真正值得讨论的不是“它能不能做”,而是“它凭什么替你做”:最小权限、上下文隔离、操作审计、人可接管和责任边界,都会比一句更强的模型参数更重要。
GitHub Trending
#1
MadsLorentzen/ai-job-search
3,716★ today
AI-powered job application framework built on Claude Code. Fork it, fill in your profile, and let Cl
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#2
addyosmani/agent-skills
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Production-grade engineering skills for AI coding agents.
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iOfficeAI/OfficeCLI
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OfficeCLI is the first and best Office suite purpose-built for AI agents to read, edit, and automate
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#4
VoltAgent/awesome-design-md
1,391★ today
A collection of DESIGN.md files analysis by popular brand design systems. Drop one into your project
#5
asgeirtj/system_prompts_leaks
1,125★ today
Extracted system prompts from Anthropic - Claude Fable 5, Opus 4.8, Claude Code, Claude Design. Open
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#6
bradautomates/claude-video
718★ today
Give Claude the ability to watch any video. /watch downloads, extracts frames, transcribes, hands it
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Next-generation ORM for Node.js & TypeScript | PostgreSQL, MySQL, MariaDB, SQL Server, SQLite, Mongo
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