hyperresearch vs last30days-skill
Deep-research harness for Claude Code: a 16-step, tier-adaptive pipeline with adversarial critics, cite-checking and 250+ sources per run, every source kept in a persistent markdown+SQLite vault. — versus — The /last30days skill: researches any topic across Reddit, X, YouTube, HN, TikTok and Polymarket in parallel, scores by real engagement, and synthesizes one grounded brief. 50+ agent hosts.
Both are Claude Code research skills; last30days is a fast parallel sweep of social sources, hyperresearch is a multi-hour audited report with scholarly sources and a persistent vault.
| hyperresearch | last30days-skill | |
|---|---|---|
| Stars | 3.4k | 62k |
| Forks | 336 | 5.4k |
| Language | Python | Python |
| License | MIT | MIT |
| Last activity | 7 days ago | 2 days ago |
| Topics | agents, rag, skills | skills, web |
| Curated connections | 5 | 3 |
hyperresearch — the curator's take
The most serious open deep-research pipeline you can run inside Claude Code: width sweep, contradiction graph, parallel depth investigators, four adversarial critics and a tool-locked patcher that can only apply surgical edits. Scholarly search fans out to OpenAlex/Crossref/CORE/EDGAR/FRED and it fetches legal OA full-text for paywalled papers instead of citing abstracts. Use it for reports you would otherwise pay a research analyst for; the vault means the second run on a topic starts warm. Not for quick lookups - even the 5-step fast path is minutes and the full pipeline is 30 min to hours of Claude Code time, plus your Max quota. Locked to Claude Code (uses the Skill tool for step loading); last30days-skill is the fast social-signal alternative, openresearcher is the trained-model route.
last30days-skill — the curator's take
A search engine scored by upvotes, likes and prediction-market money instead of editors — and the insight that made it #1 trending: no single AI can search all these walled gardens, but YOUR agent with YOUR keys can. Reddit, HN, Polymarket and GitHub work with zero config; a 30-second wizard unlocks X, YouTube, TikTok, arXiv. Installs into Claude Code via marketplace or 50+ hosts via npx skills. NOT neutral research: engagement-weighted synthesis inherits every platform's biases and hype cycles — it tells you what people are excited about, which is not the same as what's true. BYO keys means BYO rate limits and ToS exposure on X/TikTok.