Automated Competitor Monitoring Agent
Know what your competitors changed, every Monday morning
What it does
Most guides give you one prompt for tracking competitors. This is a full system for Claude Cowork: baseline snapshots, then weekly checks across pricing, promotions, social posts, PR coverage, and competitor emails, compared against saved data so you only see what changed. Adapts to retail, SaaS, subscription, or local business checklists. Includes a companion skill file that writes the prompts for you. No code required, built for marketers, not developers.
Stop doing competitor analysis manually every week. This guide shows you how to build an automated competitor tracking agent in Claude Cowork, one that checks your competitor's website, social media, and press coverage on a schedule, then reports back only what's changed.Once it's set up, the agent handles the weekly competitor monitoring for you. It compares your competitor's site, social posts,
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AstraPixels▲267A pixel-art solar system at its real current positions.
Growth · 30d ago · astrapixels.com
Launched alongside, August 2026
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Life & fun · 10d ago · louisabraham.github.io


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Hello HN! I found that picking out plausible but diverse skin tones for my digital art and game development projects was kind of difficult, and I got curious about if there was a way to define a color space that made it easy. I've built a color picker and procedural generation algorithm based on the space as well as a bunch of other fun js features and demos throughout the page that use the equations. If you find it interesting, I have lots of explanations of how I built it and what properties the space has. The methodology might be a bit shaky, but hopefully the result is as helpful for…
Life & fun · Aug 2026 · toneyalexander.github.io


I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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