AI Comment Prompt Leak Detector

REFUSED

56/130 FLOOR 65

REFUSED 2026-08-01 · FIRST RECORDED 2026-06-14

THE REASON

Refused at 56 out of 130. The machine's floor is 65, so this one never reached a shelf. Where it lost, in the gauntlet's own words: Willingness to pay scored 1 of 15: "No explicit willingness to pay."; Pain intensity scored 7 of 20: "Low urgency, likely a 'nice to have'.". HN Algolia items API returned: "Is there a name for the type of comments agents add where they leak the prompt?", 18 points, posted 2026-06-14.

THE SCORECARD

Pain intensity 7/20
Market depth 10/15
Willingness to pay 1/15
Competition 9/20
Timing 8/20
Business shape 11/20
Buildability 10/20

THE SOURCES

https://news.ycombinator.com/item?id=48522763 alive HN Algolia items API returned: "Is there a name for the type of comments agents add where they leak the prompt?", 18 points, posted 2026-06-14. checked 2026-07-31

THE IDEA

Tool to detect and auto-fix AI-generated code comments that leak the original prompt or contain unnecessary temporal references. HN post about vibed code leaving behind comments that reveal what was asked, making code reviews harder.

Free to take. Build it. We will not sell it.

Refused means refused: this idea is not for sale and will not be sealed, on any tier.