SuperAPI AI Directory

kero-blind

Design & creation

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Updated 10-16 08:49

About this skill

Kero blind

The agent that made a design is the worst judge of it, and a scoring model rewards what is easy to score. The person decides, without knowing which side is which, and writes one line about why.

Prepare the sets

  • Two folders, one per condition, with the same file name for the same brief: a/checkout.html and b/checkout.html. HTML, images and video are supported.
  • Name the folders after the condition (with-skill, baseline). The names are only shown at the reveal.
  • Optional: a folder of briefs with checkout.md next to each name, shown above the pair.
  • Same brief, same viewport, same model settings on both sides. Change one thing only, or the vote measures nothing.
  • Briefs used to tune a skill are not used to validate it. Keep a fresh set for the final vote.

Run it

node <skill-dir>/scripts/blind.mjs with-skill baseline --briefs briefs --viewport 1440x900

It opens on http://localhost:4747. Sides are shuffled per pair and pairs are shuffled in order. Keys: 1 for A, 2 for a tie, 3 for B, arrows to move. Votes are saved on every click to kero-blind.json in the folder the command runs from, so the session can be closed and resumed; run --reveal from that same folder. The totals only appear once every pair is voted.

node <skill-dir>/scripts/blind.mjs --reveal

Prints the totals per folder and every note with the side it went to.

Reading the votes

  • The notes matter more than the count. Turn each recurring note into a general principle with its reason, never into a literal rule copied into a skill.
  • A win that comes only from the other side failing badly (broken layout, unreadable text) is a floor, not a quality gain. Look at what won the close pairs.
  • A tie is a result. Two ties in a row on the same brief mean the change did not matter there.
  • Never tell the person which side was which before they finish.