AI automation workflow

Use this skill for agentic workflows, LLM features, prompts, tools, and MCP integration work.

Workflow

1. Identify the automation boundary: prompt, command, skill, agent, MCP tool, or script.
2. Prefer deterministic structure over vague prompting.
3. Define input and output contracts.
4. Keep prompts concise and role-specific.
5. Avoid storing secrets in prompts, config, memory, or examples.
6. Add examples or lightweight tests for workflow behavior when practical.

Design checks