Automation Advisor

Interactive automation decision advisor using the Automation Decision Matrix framework. Use when the user asks "should I automate this?", wants to evaluate an automation opportunity, calculate automation ROI or break-even, or requests an automation decision analysis. Guides a structured questionnaire, scores four dimensions, applies override checks, and generates an Obsidian-formatted report with a visual decision diagram.

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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

A voice-enabled (Groq TTS) web interface lives in server_web.py / server.py — see docs/WEB_SERVER_GUIDE.md and docs/QUICKSTART.md.

glebis/claude-skills/tree/main/automation-advisor commit b53029e9bc

Frequently asked questions

npx skillmds@latest add glebis/automation-advisor