literature-review
Skill1 starsChanged 4 months agoNo licenceView on GitHub
Find, verify, and synthesize scientific literature — from "what's the seminal paper for X" through full multi-source reviews. Covers grounding claims in real retrieved sources, avoiding fabricated citations, handling retractions, and calibrating confidence to evidence strength.
- Reads credentials
88 other projects use a version of this, 3 of them edited.
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Most recently taken up by
- lengrufeng2008/dsh-skill-librarytheir own version, first seen Nov 15, 2026
- PerryLink/dsh-research-skillstheir own version, first seen Nov 15, 2026
- ranveerankhira-gif/research-agent-skills-zhtheir own version, first seen Nov 15, 2026
- xiong-zx/skillstheir own version, first seen Nov 15, 2026
- delorenj/skillstheir own version, first seen Nov 8, 2026
- DAAF-Contribution-Community/daaftheir own version, first seen Nov 8, 2026
Used with
Projects with it also use brainstorming-research, latex-formatting and 2 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
Norman-burySkillbrainstorming-research
Use before writing any paper - clarifies paper type, discipline, topic, methodology, and chapter structure through natural dialogue
Also in 4 projects that use this
lingzhi227Skilllatex-formatting
Handle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues, manage packages, and ensure venue-specific compliance. Use when the user needs to set up a paper template, fix LaTeX formatting, or prepare for submission.
Also in 4 projects that use this
lingzhi227Skillnovelty-assessment
Assess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona. Binary novel/not-novel decision with justification. Use before committing to a research direction.
Also in 4 projects that use this
- +1 more from lingzhi227
Other versions88 projects use a version of this.
Word for word · 2
- HughYau/AcademicForge★ 2.6k100% same
- HughYau/pengsida-learning-research-skills★ 27100% same
Edited · 3
- xuzhougeng/wisp-science★ 1.1k17% same
- JimLiu/science-skills★ 22895% same
- JonathanChan-geek/claude-science-skills★ 195% same
Wrote their own version · 83
- getcompanion-ai/feynman★ 10ksame name
- advaitpaliwal/feynman★ 10ksame name
- companion-inc/feynman★ 10ksame name
- Norman-bury/research-writing-skill★ 3.4ksame name
- Norman-bury/articlewriting-skill★ 3.4ksame name
- K-Dense-AI/claude-scientific-writer★ 2.6ksame name
- wu-yc/LabClaw★ 1.1ksame name
- LeonChaoX/qinyan-academic-skills★ 910same name
- ZimoLiao/scholaraio★ 585same name
- jaechang-hits/SciAgent-Skills★ 386same name
73 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository158 other files it gives its agents.
- humanizer/AGENTS.mdAGENTS.md
- scientific-agent-skills/AGENTS.mdAGENTS.md
- AI-research-SKILLs/CLAUDE.mdCLAUDE.md
- scientific-agent-skills/CLAUDE.mdCLAUDE.md
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- presenting-conference-talksSkill
- ara-research-managerSkill
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- bio-single-cell-scatac-analysisSkill
- bio-single-cell-trajectory-inferenceSkill
- bioskillsSkill
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- bulk-rna-seqSkill
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