Machina uses Claude Code as a remote research assistant by texting tasks while away from the computer, and highlights Claude Computer Use as preferring direct API connectors before resorting to UI clicking.
Claude Code for Academics
"A gentle introduction in how to use Claude Code for Academics."
presentation slides and github repo from Alessandro Spina
Much more Claude Code for academic research in this "living document" thread:
“Set up a hook to request automatic *Codex* reviews when Claude wants them:”
“we're open-sourcing Apex: an end-to-end agent using Claude Code + Codex”
“Seeing a lot of "codex reviews claude" workflows but not seeing a lot of "codex reviews parallel claude/codex rollouts".”
“These models make a great ensemble, surprised it's not more popular.”
“These 10 Claude Code skills are completely insane 🤯”
“Competitor audits, creative briefs, 20 hook variations, ad copy, static ads, and weekly performance reports.”
“Perfect for DTC brands and agencies who are still prompting Claude from scratch every time”
“you need somewhere between 1-10 Claude skills depending on what you use claude for”
“design and frontend > dev and engineering > marketing and seo”
Claude Code skills for academic research pipeline
I built Feynman, Claude Code for research.
I gave it a question and it came back 30 minutes later with a cited meta analysis.
It can also replicate experiments on Runpod, audit claims against code, and simulate peer review.
This Claude Code skill just replaced my entire research workflow.
It's called /last 30 days.
It pulls: - Reddit threads - X posts - Web results All from the last 30 days.
Claude Code inside Obsidian with academic skills
https://t.co/jbbyRlsPy6
https://t.co/a3Br18KfWA
Claude Code for research is lowkey super underrated
i text my bot while i'm away from my computer:
> "analyze my client's last 30 days of social posts and tell me which formats got the most engagement"
the thing about Claude Computer Use that separates it from a glorified macro recorder:
it checks for a direct API connector first (Slack, Notion, GitHub, Stripe, 50+ integrations) and only falls back to clicking your screen when one doesn't exist
This finding is one of many signals tracked across Artificial Intelligence. The live feed updates every few hours with new expert voices, debates, and emerging ideas.
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