Goal

SkillDocs & knowledge

Review slides for structure, content correctness, and readability; propose and apply improvements

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/slides.review/SKILL.md and read by ahel’s review.

  • Given a markdown file with slides about technical material, review the content for correctness, clarity, and structural organization
  • This skill composes /slides.reorganize (structure) and /slides.criticize (content/clarity critique)

Workflow

  • Read the conventions in .claude/skills/slides.rules.md

Propose Structural Improvements

  • Run the flow from .claude/skills/slides.reorganize/SKILL.md through its ## Wait for User section, saving the proposal

Propose Content Improvements

  • Run the flow from .claude/skills/slides.criticize/SKILL.md on the deck, using the same axes and High/Medium/Low ranking
  • Also propose how to change and improve the titles of the slides

Ignore TODOs and Comments

  • Leave the TODOs or comments in the format
    // TODO...
    
    untouched

Ask User and Implement

  • Present the structural proposal and the ranked content findings together, numbered so each is easy to refer to
  • Ask the user which structural moves and which content fixes to apply
  • After the user approves a subset, perform the reorganization and the content changes together in place

Verification

  • Make sure that the updated slides render correctly, e.g.,
    > gen_slides.py -i <FILE> --notes_to_pdf_args="--skip_action open_pdf"
    

Signals

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