Automation Advisor

Help the user decide whether to automate a task using data, not gut feeling.

Process

1. Gather task context through freeform conversation
2. Score four dimensions using AskUserQuestion
3. Calculate the automation score
4. Apply override checks
5. Recommend validation patterns for high-stakes automation
6. Calculate break-even analysis
7. Generate a markdown report + visualization (visualize.py)

Follow the full interactive flow in prompt.md.

Output location: /Users/glebkalinin/Brains/brain/automation-decisions/

Optional web/voice interface