Declutter
Teach your AI agent to tidy your machine
What it does
Open-source skills that let Claude, Cursor, or Codex organize your bookmarks, downloads, desktop, photos, and notes. It backs up first, shows you the counts, waits for your yes, and hands you the undo command. Nothing is ever deleted.
Open-source skills that teach your AI agent to organize your browsers, downloads, desktop, photos, and notes. Adding support for an app is one file.
Open-source skills that organize your browsers, downloads, desktop, photos, and notes. Adding support for an app is one file. Works with any agent that reads skills. Pick whichever matches your setup. Installs all four skills wherever your agent looks for them. Then say what you want: "my downloads folder is out of control." On macOS, grant Full Disk Access to your terminal in System Settings, Privacy & Security. Without it the operating system blocks reads of app data, and every skill will say so and stop rather than half-working. Every run backs up first, shows you counts, and waits. You get the undo command when it finishes. The same page saved four times under slightly different links.…from vamgan.github.io
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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.
AI · 16d ago · simedw.com
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
AI · 26d ago · cactuscompute.com


Launched alongside, August 2026
the whole month →- TL
Life & fun · 10d ago · louisabraham.github.io


- SA
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.
AI · 16d ago · simedw.com