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automation-advisor

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UpdatedJuly 13, 2026 at 12:19

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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glebis

glebis/claude-skills

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Based on SOC occupation classification

Project Management SpecialistsBusiness and Financial Operations Occupations·SOC 13-1082

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17 files

SKILL.md

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name

automation-advisor

description

Automation Advisor

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

Process

Gather task context through freeform conversation
Score four dimensions using AskUserQuestion
Calculate the automation score
Apply override checks
Recommend validation patterns for high-stakes automation
Calculate break-even analysis
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.

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name

automation-advisor

description

Automation Advisor

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

Process

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

Follow the full interactive flow in prompt.md.

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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.