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glebis/claude-skills

automation-advisor

Interactive automation decision advisor using the Automation Decision Matrix framework.

First seen Jul 15, 2026

Installation

$ npx skills add glebis/claude-skills --skill automation-advisor
View on skills.sh ↗ GitHub repository ↗

Summary

  • 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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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 372
License MIT
Default branch main
Open issues 6
Status Active

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 1,261 B
  • docs SUMMARY.md 452 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 24 installs

SKILL.md

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](prompt.md).

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

Optional web/voice interface

A voice-enabled (Groq TTS) web interface lives in serverweb.py / server.py — see [docs/WEBSERVERGUIDE.md](docs/WEBSERVER_GUIDE.md) and [docs/QUICKSTART.md](docs/QUICKSTART.md).