Nicheloom visits: 58,280 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,008 launches · Niche of the day: specialized calculation tools · See what launched today →

MemoryLane

See what tasks you repeat and how to automate them

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.

Want to reach these readers? Sponsor an issue.

Desktop app that logs your daily tasks as you work locally on-device, uses AI to spot what you often repeat and suggests how to automate it. Use it to feed n8n, Zapier or any other tool new automation ideas so you don't have to think about it.

PH · launched Sep 22, 2026 · 4 upvotes (top 8%) · 1 view

Niche: computer and browser automation agents · 127 launches, 0 in the last 7 days ▼ -100% · Explore this niche →

Category and tags

  • Horizontal
  • Analytics & BI
  • Prosumer
  • AI feature
  • Commercial product
  • Productivity
  • Open Source
  • Artificial Intelligence
  • GitHub

Visit website ↗ Source listing ↗

Could you build this?

Partial Capturing periodic desktop screenshots is simple, but reliably segmenting continuous visual activity and clustering chaotic desktop work into automated process maps requires complex task-mining algorithms.

What it would actually take: A production version requires a desktop client (Electron or Rust/Tauri) with OS-level accessibility and display capture permissions, piping sanitized frames to a multimodal LLM. The core bottleneck is the task-mining engine: taking asynchronous, messy screenshot summaries and reconstructing discrete, deterministic workflow graphs with branching logic. This requires domain expertise in process mining algorithms, sequence alignment, and multimodal data extraction heuristics.

Competitors

Other products that read as similar to this one : 256 launches clear the similarity bar, closest 8 shown.

Attention rank: #35 of 257 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 264 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.