Auto Workflow
VerifiedBuilds automation workflows from repetitive tasks. Use when user mentions "automate", "save time", "reduce manual work", or has repeated tasks.
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Content available in Chinese
# Auto Workflow
把重复任务自动化的能力。
能力轮廓
- 输入：重复性任务/手动操作
- 输出：自动化工作流 + 执行脚本
- 核心逻辑：识别 → 抽象 → 自动化 → 测试
工作流
- ```
- 观察 - 用户在重复做什么？
- 抽象 - 这个任务的模式是什么？
- 设计 - 怎么自动完成？
- 实现 - 写脚本/配置
- 测试 - 小范围验证
- 优化 - 迭代改进
- ```
示例
- 用户每周手动发周报：
- 收集数据（系统状态）
- 整理成模板
- 发送邮件
- 自动化后：
- 每周五自动执行
- 收集本周数据
- 生成报告
- 自动发送
思维模式
不是"回答问题"，而是"看到重复→立刻构建自动化"
- 遇到重复操作时：
- 问自己：能否写成脚本？
- 问自己：下次能否自动跑？
- 直接做，不等用户要求
Use Cases
- Identify repetitive manual tasks in a user's workflow and convert them to scripts
- Automate weekly report generation by collecting data, formatting, and emailing
- Create scheduled scripts that run recurring operations without human intervention
- Analyze a user's work patterns to suggest high-impact automation opportunities
- Build shell scripts or cron jobs from observed repeated command sequences
Pros & Cons
Pros
- +Proactive approach — identifies automation opportunities without being asked
- +Follows a clear observe-abstract-implement-test methodology for reliable automation
- +Focuses on practical scripts over complex frameworks, keeping solutions maintainable
Cons
- -Conceptual skill with no bundled scripts — all automation must be built from scratch
- -Requires the agent to observe multiple sessions to identify patterns effectively
- -Chinese-only documentation limits accessibility for non-Chinese-speaking users
FAQ
What does Auto Workflow do?
Builds automation workflows from repetitive tasks. Use when user mentions "automate", "save time", "reduce manual work", or has repeated tasks.
What platforms support Auto Workflow?
Auto Workflow is available on Claude Code, OpenClaw.
What are the use cases for Auto Workflow?
Identify repetitive manual tasks in a user's workflow and convert them to scripts. Automate weekly report generation by collecting data, formatting, and emailing. Create scheduled scripts that run recurring operations without human intervention.
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