AI Research Tool

Ever spent a week reading papers for a single experiment, only to find out someone already ran that exact study six months ago? Yeah, me too. The research loop — literature review → hypothesis → code → experiment → analysis → paper — takes forever, and the bottleneck isn’t intelligence, it’s execution speed. OpenScience attacks exactly this problem, and after spending a full afternoon putting it through its paces, I think it’s one of the most practical open-source AI research tools I’ve seen. ...

Ever needed a thorough research brief on a topic — competitive analysis, literature review, tech stack comparison — and ended up chain-opening 30 browser tabs, copy-pasting scraps into a doc that never gets written? Yeah, me too. That’s exactly the pain GPT Researcher solves. GPT Researcher is an open-source autonomous research agent that crawls multiple sources, aggregates findings, and generates structured reports with citations — all without human babysitting. 15K GitHub stars, active development, MIT licensed. And the kicker? You can run it on a $6/mo VPS instead of paying $200/mo for OpenAI Deep Research. ...

Ever Googled something and scrolled past five pages of SEO-optimized fluff before hitting a real opinion? Yeah, me too. The web is full of people saying interesting things — the problem is finding them. So when I came across last30days-skill — a skill for Claude Code / Codex that searches 13+ platforms in parallel (Reddit, X, Hacker News, YouTube, TikTok, GitHub, even Polymarket) and compresses everything into a bullet-point briefing — I had to try it. 27,600 GitHub stars, 621 commits, and a v3 that just dropped. That’s not hype. That’s momentum. ...