Goal

SkillDev tools

Summarize the discussion on Hacker News on a topic

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/text.summarize_hn_in_bullet_points/SKILL.md and read by ahel’s review.

  • Summarize a Hacker News discussion for a given topic
  • Follow the bullet point formatting rules in .claude/skills/text.rules.md

Workflow

Read the Input

  • Given a pointer to a discussion on HackerNews in the form of a URL
    • E.g., https://news.ycombinator.com/item?id=47743628

Summarize the Article

  • Summarize the main article in 5 bullet points
    # The peril of laziness lost
    - ...
    - ...
    

Summarize the Comments

  • Analyze the Hacker News comment section for the linked article

  • From all comments, summarize the 5 most interesting ones based on the following criteria:

    • Thought-provoking or insightful
    • Presents a unique perspective or uncommon knowledge
    • Sparks discussion or debate
    • Technically informative or educational
    • Controversial but well-argued
    • Do not print the name of the commenter
  • Avoid selecting comments that are:

    • Simple jokes or memes
    • Very short reactions
    • Repetitive or low-effort

Write the Output

  • Do not output any comment on screen
  • Output the result in a file hn.txt without bold or other markdown formatting
  • Run the command:
    > lint_text.py -i hn.txt
    
  • Run the command:
    > cat hn.txt
    

Verification

  • Confirm hn.txt was created and contains no bold or markdown formatting
  • Confirm lint_text.py -i hn.txt completed without errors

Signals

GitHub stars
145
Forks
160
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
text-summarize-hn-in-bullet-points
Source
github.com/causify-ai/helpers