Goal

SkillDev tools

Gather information about books

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Goal skill

What this skill tells your AI

The instructions your AI receives, as published by causify-ai/helpers in .claude/skills/book.gather_info/SKILL.md and read by ahel’s review.

  • Given information about books (either a partially complete table or a list of books), find the following information and save it to a file

Workflow

Gather Fields

  • Title
  • Authors
    • Use the format from .claude/skills/references.rules.md # Format for General Text
  • Publisher
  • Year
  • Technical: Yes if it's a technical book, otherwise no
  • Goodreads (1-10): Goodreads rating x 2
  • Reviews (1-10): Relative volume (10 = 1500+ reviews, 1 = <10 reviews)
  • Academic (1-10): Theoretical depth and scientific rigor
  • Practical (1-10): Industry applicability and hands-on utility
  • Clarity (1-10): Accessibility and pedagogical quality
  • Average: Simple mean of the previous values

Write Output

  • Do not print any information on the screen, but only save a file
  • Output files:
    • book_info.md: Markdown table
    • book_info.tsv: Tab-separated values
    • Make sure that there is no file already, otherwise use a file like book_info.<COMMENT>.{md,tsv}

Verification

  • Confirm book_info.md and book_info.tsv list the same books with the same values
  • Confirm no existing output file was overwritten

Signals

GitHub stars
145
Forks
160
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
book-gather-info
Source
github.com/causify-ai/helpers