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Research & Science · By AI4Scientist
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Find and read academic papers: disambiguate queries, discover papers (search, citation traversal, recommendations, arXiv monitoring, trending, GitHub search), evaluate (TLDR, citations, code, SOTA)… | AI4Scientist/ | 128 | — | ~7.7k | Automated safety check: Notes | No licence | 4 mo ago |
| 2 | Writes rigorous mathematical proofs for ML/AI theory. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 5 repos | ~1.9k | Automated safety check: Pass | No licence | 4 mo ago |
| 3 | 3.Arxiv Search, download, and summarize academic papers from arXiv. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 4 repos | ~2.1k | Automated safety check: Notes | No licence | 4 mo ago |
| 4 | Verify research idea novelty against recent literature. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 4 repos | ~823 | Automated safety check: Pass | No licence | 4 mo ago |
| 5 | 5.Rebuttal Workflow 4: Submission rebuttal pipeline. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 5 repos | ~5.2k | Automated safety check: Notes | No licence | 4 mo ago |
| 6 | Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. | AI4Scientist/ | 128 | 3 repos | ~2.5k | Automated safety check: Notes | No licence | 4 mo ago |
| 7 | Communications-domain literature review with Claude-style knowledge-base-first retrieval. | AI4Scientist/ | 128 | 4 repos | ~2.2k | Automated safety check: Notes | No licence | 4 mo ago |
| 8 | 8.Alphaxiv Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. | AI4Scientist/ | 128 | 2 repos | ~2k | Automated safety check: Notes | No licence | 4 mo ago |
| 9 | 9.Deepxiv Search and progressively read open-access academic papers through DeepXiv. | AI4Scientist/ | 128 | 2 repos | ~1.6k | Automated safety check: Notes | No licence | 4 mo ago |
| 10 | 10.Exa Search AI-powered web search via Exa with content extraction. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 2 repos | ~1.8k | Automated safety check: Notes | No licence | 4 mo ago |
| 11 | Search research papers via Gemini for broad literature discovery. | AI4Scientist/ | 128 | 2 repos | ~2.2k | Automated safety check: Notes | No licence | 4 mo ago |
| 12 | Two-thread adversarial review: a fresh reviewer constructs the strongest 200-word rejection memo, then a second fresh reviewer defends the paper point-by-point and surfaces still-unresolved critical… | AI4Scientist/ | 128 | 2 repos | ~5.1k | Automated safety check: Notes | No licence | 4 mo ago |
| 13 | 13.Openalex Search academic papers via OpenAlex API for open citation data, institutional affiliations, and funding information. | AI4Scientist/ | 128 | 2 repos | ~2.1k | Automated safety check: Notes | No licence | 4 mo ago |
| 14 | Get a deep critical review of research from Claude via claude-review MCP. | AI4Scientist/ | 128 | 2 repos | ~1.3k | Automated safety check: Pass | No licence | 4 mo ago |
| 15 | 15.Idea Creator Generate and rank research ideas given a broad direction. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 4 repos | ~3.9k | Automated safety check: Warn | No licence | 4 mo ago |
| 16 | Workflow 5: orchestrate a text-only resubmit of a polished paper to a different venue under hard constraints (no new experiments, no bib edits, no framework changes, never overwrite prior… | AI4Scientist/ | 128 | 2 repos | ~8k | Automated safety check: Notes | No licence | 4 mo ago |
| 17 | Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports. | AI4Scientist/ | 128 | 1 repo | ~7.4k | Automated safety check: Notes | No licence | 4 mo ago |
| 18 | Workflow 1: Full idea discovery pipeline. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 3 repos | ~3.8k | Automated safety check: Warn | No licence | 4 mo ago |
| 19 | Full research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop) → Workflow 3 (paper writing, optional). | AI4Scientist/ | 128 | 2 repos | ~3k | Automated safety check: Warn | No licence | 4 mo ago |
| 20 | Workflow 3: Full paper writing pipeline. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 2 repos | ~2.8k | Automated safety check: Warn | No licence | 4 mo ago |
