使用方法
- 复制安装命令,在自己的智能体环境安装前先检查源码包。
- 从原始文档核对所需工具、凭据和支持的宿主。
- 说明输入材料与期望交付物,并对照来源检查输出。
npx skills add https://github.com/kavionai/kavion --skill ai-automation-workflow开始前需了解
- 安装不包含模型订阅、API 额度或访问文件的权限。
- 仓库星数和安装量反映活跃情况,不等于独立质量或安全测试。
按源仓库内容呈现,保留标题、案例、代码、表格、链接以及原文引用的演示图片。
AI automation workflow
Use this skill for agentic workflows, LLM features, prompts, tools, and MCP integration work.
Workflow
- Identify the automation boundary: prompt, command, skill, agent, MCP tool, or script.
- Prefer deterministic structure over vague prompting.
- Define input and output contracts.
- Keep prompts concise and role-specific.
- Avoid storing secrets in prompts, config, memory, or examples.
- Add examples or lightweight tests for workflow behavior when practical.
Design checks
- The workflow has a clear trigger.
- The output format is explicit.
- Failure modes are visible.
- The system can be debugged without reading huge logs.
- Manual approval gates exist for risky actions.
Output
Return:
- Files changed
- Workflow behavior changed
- Tool/MCP impact
- Verification performed
- Reliability risks


