Nicheloom visits: 37,309 all-time · 9,603 in the last 7 days

The opportunity tracker for new startups.

Today: 1,401 launches · Niche of the day: giveaway and sweepstakes platforms · See what launched today →

reverse-engineer-anything-self-learning-loop

Agent skill: examine a product you're authorised to rebuild, build your own, then test against the original and fix gaps until every must-have on a written checklist passes. Inspired by REA (@morluto), not affiliated. MIT.

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Visit website ↗ Source listing ↗

GITHUB · launched Oct 23, 2026 · 24 upvotes (top 52%)

Similar launches

See all 531 similar launches →

Could you build this?

Yes The core product is an agent skill, essentially a structured prompt and checklist workflow that drives an AI through examine, rebuild, and test loops. Writing and iterating on that kind of skill file is squarely vibe-codeable. The website text is unrelated boilerplate for another company, so the judgment rests on the tagline.

Competitors

Other products that read as similar to this one : 531 launches clear the similarity bar, closest 8 shown.

Attention rank: #260 of 532 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 359 days after the earliest competitor.

Other launches for this product