How to use
- Copy the installation command and review the source package before installing it in your own agent environment.
- Check the source document for required tools, credentials and supported hosts.
- Describe your input and desired deliverable; review the output against the source material.
npx skills add https://github.com/kavionai/kavion --skill ai-automation-workflowBefore you start
- Installation does not include a model subscription, API allowance or permission to access your files.
- Repository stars and installation counts describe activity, not an independent quality or security test.
Original skill document
Rendered from the source repository. Headings, examples, code, tables, links, and referenced images are preserved.
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
