scientific-computing
538
discrete-event-simulator
Discrete event simulation skill for modeling and analyzing complex systems with stochastic processes.
a5c-ai
research
sorting
stars
current ordering strategy
query
all entries
refine the visible subset
academic
537
ref-hallucination-arena
Benchmark LLM reference recommendation capabilities by verifying every cited paper against Crossref, PubMed, arXiv, and DBLP. Measures hallucination rate, per-field accuracy (title/author/year/DOI), discipline breakdown, and year constraint compliance. Supports tool-augmented (ReAct + web search) mode. Use when the user asks to evaluate, benchmark, or compare models on academic reference hallucination, literature recommendation quality, or citation accuracy.
agentscope-ai
research
academic
537
bib-verify
Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. Reports each reference as verified, suspect, or not found, with field-level mismatch details (title, authors, year, DOI). Use when the user wants to check a .bib file for fake citations, validate references in a paper, or audit bibliography entries for accuracy.
agentscope-ai
research
academic
537
paper-review
Review academic papers for correctness, quality, and novelty using OpenJudge's multi-stage pipeline. Supports PDF files and LaTeX source packages (.tar.gz/.zip). Covers 10 disciplines: cs, medicine, physics, chemistry, biology, economics, psychology, environmental_science, mathematics, social_sciences. Use when the user asks to review, evaluate, critique, or assess a research paper, check references, or verify a BibTeX file.
agentscope-ai
research
scientific-computing
530
ljg-xray-paper
Paper X-ray. Extracts what the paper says (problem-perspective-result) and what it means for lijigang (cognitive delta cards in ASCII art). Use when user shares an arxiv link, paper URL, PDF, or asks to analyze a research paper. Usually called via ljg-xray router. Do NOT use for blog posts or non-academic articles (use ljg-xray-article instead).
lijigang
research
academic
529
citation-formatter
A specialized skill for accurately converting academic citations and references across major styles including APA, MLA, and Chicago. Used by the reference-manager agent when collecting bibliographic information and standardizing formats. Automatically applied in contexts involving 'citation format,' 'APA,' 'MLA,' 'Chicago,' 'references,' 'BibTeX,' or 'bibliography management.' Note: automatic bibliographic extraction from academic databases and Zotero/EndNote software operation are outside the scope of this skill.
revfactory
research
academic
529
hashtag-science
ํด์ํ๊ทธ๋ถ์๊ฐ(hashtag-analyst)๊ฐ ์ฌ์ฉํ๋ ํด์ํ๊ทธ ๊ณผํ ์ ๋ฌธ ์คํฌ. ํด์ํ๊ทธ ํผ๋ผ๋ฏธ๋ ์ ๋ต, ๊ฒฝ์๋ ๋ถ์, ํธ๋ ๋ ์์ธก, ํ๋ซํผ๋ณ ์ต์ ํด์ํ๊ทธ ์ ๋ต์ ์ ๊ณตํ๋ค. 'ํด์ํ๊ทธ', 'ํค์๋ ์ ๋ต', 'ํธ๋ ๋ ๋ถ์', 'ํด์ํ๊ทธ ๋ฆฌ์์น' ๋ฑ์ ํ์ฉํ๋ค.
revfactory
research
academic
529
systematic-review-protocol
์ฒด๊ณ์ ๋ฌธํ ๊ณ ์ฐฐ(Systematic Review)์ PRISMA ํ๋กํ ์ฝ๊ณผ ๋ฌธํ ๊ฒ์ ์ ๋ต์ ์ ๊ณตํ๋ ์ ๋ฌธ ์คํฌ. literature-searcher์ critic-synthesizer๊ฐ ํ์ ๋ฌธํ์ ์ฒด๊ณ์ ์ผ๋ก ๊ฒ์, ์ ๋ณ, ์ข ํฉํ ๋ ํ์ฉํ๋ค. '์ฒด๊ณ์ ๋ฌธํ ๊ณ ์ฐฐ', 'systematic review', 'PRISMA', '๋ฌธํ ๊ฒ์ ์ ๋ต', 'ํฌํจ/๋ฐฐ์ ๊ธฐ์ค', 'Boolean ๊ฒ์' ๋ฑ์ ๋งฅ๋ฝ์์ ์๋ ์ ์ฉํ๋ค. ๋จ, ํ์ DB(Scopus, WoS) ์ง์ ์ ์์ด๋ ๋ฉํ๋ถ์ ํต๊ณ ์คํ์ ์ด ์คํฌ์ ๋ฒ์๊ฐ ์๋๋ค.
revfactory
research
academic
529
citation-standards
Academic citation and reference standards guide. Referenced by the paper-writer and submission-preparer agents when composing citations and references. Use for 'citation format', 'APA', or 'references' requests. Original paper retrieval and professional database access are out of scope.
revfactory
research
academic
529
academic-paper
Full research pipeline for academic paper writing where an agent team collaborates to generate research design, experiment protocols, analysis, manuscript writing, and submission preparation. Use this skill for requests such as 'write an academic paper', 'research paper writing', 'help me write a paper', 'design a study', 'run statistical analysis', 'prepare journal submission', 'manuscript writing', 'research methodology design', 'hypothesis testing', 'academic writing', and other academic research paper tasks. Also supports analysis, rewriting, and submission preparation when existing data or drafts are available. However, actual data collection execution, official IRB submission, journal system login and upload, and running actual statistical software are outside the scope of this skill.
revfactory
research
academic
529
academic-paper
ํ์ ๋ ผ๋ฌธ ์์ฑ์ ์ฐ๊ตฌ์ค๊ณ, ์คํ, ๋ถ์, ์งํ, ํฌ๊ณ ์ค๋น๋ฅผ ์์ด์ ํธ ํ์ด ํ์ ํ์ฌ ํ ๋ฒ์ ์์ฑํ๋ ํ ์ฐ๊ตฌ ํ์ดํ๋ผ์ธ. 'ํ์ ๋ ผ๋ฌธ ์จ์ค', '์ฐ๊ตฌ ๋ ผ๋ฌธ ์์ฑ', '๋ ผ๋ฌธ ์ฐ๊ธฐ ๋์์ค', '์ฐ๊ตฌ ์ค๊ณํด์ค', 'ํต๊ณ ๋ถ์ํด์ค', '์ ๋ ํฌ๊ณ ์ค๋น', '๋ ผ๋ฌธ ์งํ', '์ฐ๊ตฌ ๋ฐฉ๋ฒ๋ก ์ค๊ณ', '๊ฐ์ค ๊ฒ์ฆ', 'ํ์ ๊ธ์ฐ๊ธฐ' ๋ฑ ํ์ ์ฐ๊ตฌ ๋ ผ๋ฌธ ์์ฑ ์ ๋ฐ์ ์ด ์คํฌ์ ์ฌ์ฉํ๋ค. ๊ธฐ์กด ๋ฐ์ดํฐ๋ ์ด๊ณ ๊ฐ ์๋ ๊ฒฝ์ฐ์๋ ๋ถ์/๋ฆฌ๋ผ์ดํ /ํฌ๊ณ ์ค๋น๋ฅผ ์ง์ํ๋ค. ๋จ, ์ค์ ๋ฐ์ดํฐ ์์ง ์คํ, IRB ๊ณต์ ์ ์ถ, ์ ๋ ์์คํ ๋ก๊ทธ์ธ ๋ฐ ์ ๋ก๋, ์ค์ ํต๊ณ ์ํํธ์จ์ด ์คํ์ ์ด ์คํฌ์ ๋ฒ์๊ฐ ์๋๋ค.
revfactory
research
academic
529
legal-research
๋ฒ๋ฅ ๋ฆฌ์์น ํ ํ์ดํ๋ผ์ธ. ํ๋ก๊ฒ์โ๋ฒ๋ฆฌ๋ถ์โ์๊ฒฌ์โ์ ๋ต์๋ฆฝ์ ์์ด์ ํธ ํ์ด ํ์ ํ์ฌ ํ ๋ฒ์ ์ํํ๋ค. '๋ฒ๋ฅ ๋ฆฌ์์น', 'ํ๋ก ๊ฒ์', '๋ฒ๋ฆฌ ๋ถ์', '๋ฒ๋ฅ ์๊ฒฌ์', '์์ก ์ ๋ต', '๋ฒ์ ์์ ๋ถ์', '๋ฒ๋ฅ ๊ฒํ ', '๋ถ์ ๋์ ์ ๋ต', '๋ฒ์ ๋ฆฌ์คํฌ ๋ถ์', '๋ฒ๋ฅ ์๋ฌธ ์๋ฃ' ๋ฑ ๋ฒ๋ฅ ๋ฆฌ์์น ์ ๋ฐ์ ์ด ์คํฌ์ ์ฌ์ฉํ๋ค. ๋จ, ์ค์ ๋ฒ๋ฅ ์๋ฌธ(๋ณํธ์ฌ ์๊ฒฌ์), ์์ก/์ฌํ ๋๋ฆฌ, ๋ฒ๋ฅ ๋ฐ์ดํฐ๋ฒ ์ด์ค(์ข ํฉ๋ฒ๋ฅ ์ ๋ณด) ์ง์ ์ฐ๋, ๋ฒ๋ฅ ๋ฌธ์ ๊ณต์ฆ์ ์ด ์คํฌ์ ๋ฒ์๊ฐ ์๋๋ค.
revfactory
research
academic
529
academic-writing-style
A specialized skill that systematically guides academic thesis style, structure, and citation rules. Used by writing-coach and proofreader agents to improve academic writing quality and verify format compliance. Automatically applied in contexts such as 'academic style', 'thesis structure', 'citation format', 'APA style', 'argumentation structure', 'scholarly expression'. However, running plagiarism detection software (Turnitin) and journal submission on behalf of the user are outside the scope of this skill.
revfactory
research
academic
529
investigative-research
๋ฆฌ์์ฒ(researcher)์ ํฉํธ์ฒด์ปค(fact-checker)๊ฐ ์ฌ์ฉํ๋ ํ์ฌ ๋ฆฌ์์น ์ ๋ฌธ ์คํฌ. 1์ฐจ/2์ฐจ ์๋ฃ ์์ง, ์ถ์ฒ ์ ๋ขฐ๋ ํ๊ฐ, ๋ฐ์ดํฐ ์ผ๊ฐ๊ฒ์ฆ, ํธํฅ์ฑ ๋ถ์ ๋ฐฉ๋ฒ๋ก ์ ์ ๊ณตํ๋ค. '์๋ฃ ์กฐ์ฌ', 'ํฉํธ์ฒดํฌ', '์ถ์ฒ ๊ฒ์ฆ', 'ํ์ฌ ๊ธฐ๋ฒ' ๋ฑ์ ํ์ฉํ๋ค.
revfactory
research
academic
529
academic-writing-style
ํ์ ๋ ผ๋ฌธ์ ๋ฌธ์ฒด, ๊ตฌ์กฐ, ์ธ์ฉ ๊ท์น์ ์ฒด๊ณ์ ์ผ๋ก ๊ฐ์ด๋ํ๋ ์ ๋ฌธ ์คํฌ. writing-coach์ proofreader ์์ด์ ํธ๊ฐ ํ์ ์ ๊ธ์ฐ๊ธฐ ํ์ง์ ํฅ์์ํค๊ณ ํ์ ์ค๋ฅ๋ฅผ ๊ฒ์ฆํ ๋ ํ์ฉํ๋ค. 'ํ์ ๋ฌธ์ฒด', '๋ ผ๋ฌธ ๊ตฌ์กฐ', '์ธ์ฉ ํ์', 'APA ์คํ์ผ', '๋ ผ์ฆ ๊ตฌ์กฐ', 'ํ์ ์ ํํ' ๋ฑ์ ๋งฅ๋ฝ์์ ์๋ ์ ์ฉํ๋ค. ๋จ, ์ค์ ํ์ ๊ฒ์ฌ ์ํํธ์จ์ด(Turnitin) ์คํ์ด๋ ํ์ ์ง ํฌ๊ณ ๋ํ์ ์ด ์คํฌ์ ๋ฒ์๊ฐ ์๋๋ค.
revfactory
research
academic
529
thesis-advisor
๋ ผ๋ฌธ ์์ฑ ์ข ํฉ ์ง์ ํ์ดํ๋ผ์ธ. ์ฃผ์ ์ ์ โ๋ฌธํ์กฐ์ฌโ๋ฐฉ๋ฒ๋ก ์ค๊ณโ์งํโ๊ต์ ์ ์์ด์ ํธ ํ์ด ํ์ ํ์ฌ ์ํํ๋ค. '๋ ผ๋ฌธ ๋์์ค', '์ฐ๊ตฌ ์ฃผ์ ์ก์์ค', '๋ฌธํ ๊ฒํ ', '๋ฐฉ๋ฒ๋ก ์ค๊ณ', '๋ ผ๋ฌธ ์จ์ค', '๋ ผ๋ฌธ ๊ต์ ', 'ํ์ ๋ ผ๋ฌธ', 'ํ์ ์ง ํฌ๊ณ ', '์ฐ๊ตฌ ์ค๊ณ', 'literature review' ๋ฑ ํ์ ๋ ผ๋ฌธ ์์ฑ ์ ๋ฐ์ ์ด ์คํฌ์ ์ฌ์ฉํ๋ค. ๊ธฐ์กด ์๊ณ ๋ ๋ฌธํ ๋ชฉ๋ก์ด ์์ผ๋ฉด ํด๋น ๋จ๊ณ๋ฅผ ๋ณด๊ฐํ๋ค. ๋จ, ์ค์ ๋ฐ์ดํฐ ์์งยท๋ถ์ ์คํ, ํต๊ณ ์ํํธ์จ์ด ์กฐ์, ํ์ ์ง ํฌ๊ณ ์์คํ ์กฐ์์ ์ด ์คํฌ์ ๋ฒ์๊ฐ ์๋๋ค.
revfactory
research
academic
529
research-assistant
ํ์ ์ฐ๊ตฌ ๋ณด์กฐ๋ฅผ ์์ด์ ํธ ํ์ด ์ฒด๊ณ์ ์ผ๋ก ์ํํ๋ ํ์ดํ๋ผ์ธ. '๋ ผ๋ฌธ ์กฐ์ฌํด์ค', '๋ฌธํ ๋ฆฌ๋ทฐ', '์ฐ๊ตฌ ์๋ฃ ์ ๋ฆฌ', 'literature review', 'ํ์ ๋ฆฌ์์น', '์ฐธ๊ณ ๋ฌธํ ์ ๋ฆฌ', '์ ํ ์ฐ๊ตฌ ๋ถ์', '์ฐ๊ตฌ ๋ํฅ ํ์ ', '๋ฌธํ ๊ฒ์', 'ํ์ ๋ฉ๋ชจ ์ ๋ฆฌ' ๋ฑ ํ์ ์ฐ๊ตฌ ๋ณด์กฐ ์ ๋ฐ์ ์ด ์คํฌ์ ์ฌ์ฉํ๋ค. ๋จ, ์คํ ์ํ, ํต๊ณ ๋ถ์ ์คํ, ๋ ผ๋ฌธ ์ต์ข ์งํ, ํ์ ์ง ํฌ๊ณ ๋ ์ด ์คํฌ์ ๋ฒ์๊ฐ ์๋๋ค.
revfactory
research
academic
529
citation-standards
ํ์ ์ธ์ฉ ๋ฐ ์ฐธ๊ณ ๋ฌธํ ํ์ค ๊ฐ์ด๋. paper-writer์ submission-preparer ์์ด์ ํธ๊ฐ ๋ ผ๋ฌธ์ ์ธ์ฉ๊ณผ ๋ ํผ๋ฐ์ค๋ฅผ ์์ฑํ ๋ ์ฐธ์กฐ. '์ธ์ฉ ํ์', 'APA', '์ฐธ๊ณ ๋ฌธํ' ์์ฒญ ์ ์ฌ์ฉ. ๋จ, ์๋ฌธ ๋ ผ๋ฌธ ๊ฒ์์ด๋ ์ ๋ฌธ ๋ฐ์ดํฐ๋ฒ ์ด์ค ์ ๊ทผ์ ๋ฒ์ ๋ฐ.
revfactory
research
academic
529
thesis-advisor
A thesis writing support full pipeline. An agent team collaborates to perform topic selection, literature review, methodology design, writing, and proofreading. Use this skill for requests like 'help with my thesis', 'find a research topic', 'literature review', 'methodology design', 'write my thesis', 'proofread my thesis', 'dissertation', 'journal submission', 'research design', and other academic thesis writing needs. Existing manuscripts or reference lists can augment the relevant phase. However, actual data collection/analysis execution, statistical software operation, and journal submission system operation are outside the scope of this skill.
revfactory
research
academic
529
research-assistant
A pipeline where an agent team systematically performs academic research assistance. Use this skill for requests such as 'search for papers,' 'literature review,' 'organize research materials,' 'academic research,' 'organize references,' 'prior research analysis,' 'research trend analysis,' 'literature search,' or 'academic note organization.' Note: experiment execution, statistical analysis execution, final paper writing, and journal submission are outside the scope of this skill.
revfactory
research
academic
529
research-methodology
Research methodology guide. Referenced by the research-designer and statistical-analyst agents when selecting research designs and analysis methods. Use for 'research methodology', 'experiment design', or 'statistical analysis' requests. Actual data collection and IRB review processing are out of scope.
revfactory
research
academic
529
systematic-review-protocol
A specialized skill providing PRISMA protocols and literature search strategies for systematic reviews. Used by the literature-searcher and critic-synthesizer agents when systematically searching, screening, and synthesizing academic literature. Automatically applied in contexts involving 'systematic review,' 'PRISMA,' 'literature search strategy,' 'inclusion/exclusion criteria,' or 'Boolean search.' Note: direct access to academic databases (Scopus, WoS) and meta-analysis statistical execution are outside the scope of this skill.
revfactory
research
lab-tools
529
experiment-tracking-setup
Guide for experiment tracking tool setup (MLflow, Weights & Biases, etc.), reproducibility assurance, model registry, and experiment comparison methodology. Use this skill for ML experiment management involving 'experiment tracking', 'MLflow', 'W&B', 'Weights and Biases', 'reproducibility', 'model registry', 'experiment comparison', 'hyperparameter logging', etc. Enhances the training-manager's experiment management capabilities. Note: model architecture design and feature engineering are outside this skill's scope.
revfactory
research
lab-tools
529
semver-analyzer
Methodology for analyzing changes according to Semantic Versioning (SemVer) rules and determining the appropriate version number. Use this skill for 'SemVer analysis', 'version number determination', 'Breaking Change assessment', 'version bump decisions', and other version management tasks. Note: automatic git tag creation and CI/CD release execution are outside the scope of this skill.
revfactory
research