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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | 97.Esmfold2 Biohub ESMFold2 / ESMFold2-Fast all-atom co-folding (Candido et al. | JimLiu/ | 228 | 4 repos | ~2.5k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 98 | Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra. | Ar9av/ | 679 | 1 repo | ~5.2k | Automated safety check: Pass | Unknown | 19 days ago |
| 99 | Perform advanced search on CNKI with field filters like author, title, journal, date range, source category (SCI/EI/CSSCI/北大核心). | cookjohn/ | 983 | 2 repos | ~1.8k | Automated safety check: Pass | No licence | 7 mo ago |
| 100 | Searches DBLP for papers from top conferences such as CVPR, ICLR and NeurIPS, adds Semantic Scholar data, scores them and writes a yearly Obsidian note. | juliye2025/ | 1.7k | — | ~2.5k | Automated safety check: Pass | No licence | 26 days ago |
| 101 | Chains research-refine and experiment-plan to turn a vague research direction into a focused proposal and a claim-driven experiment roadmap. | zjYao36/ | 128 | 5 repos | ~1.4k | Automated safety check: Notes | No licence | 6 mo ago |
| 102 | Guides an agent through reproducing papers built on the CHARLS health and retirement survey, from variable mapping to cognition, depression and isolation scores. | xjtulyc/ | 617 | 1 repo | ~1.8k | Automated safety check: Pass | No licence | 7 mo ago |
| 103 | 103.Clinvar Database A skill your agent uses when needing clinical significance, pathogenicity classifications (e.g., Pathogenic, Benign, VUS), clinical evidence rationales, or finding "hard positive" benchmark controls… | google-deepmind/ | 3.2k | 2 repos | ~3.9k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 104 | 104.Jev Social Run browser-grounded, read-only social research through Jev Social when a user wants posts, profiles, comments, video evidence, or a source-linked report from Instagram, TikTok, or LinkedIn and the… | socai-io/ | 158 | 2 repos | ~1.5k | Automated safety check: Pass | MIT | 9 days ago |
| 105 | Turns a broad metabolic modelling topic into a concrete, paper-shaped plan with organism, model, perturbations, metrics and figures before any FBA code is written. | aiming-lab/ | 15k | — | ~1.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 106 | 106.Scholar Slides A skill your agent uses when the user wants a research paper, arXiv/DOI link, or research topic turned into academic slides — journal club / lab meeting (组会汇报), thesis defense (答辩幻灯片), or conference… | luwill/ | 862 | — | ~1.9k | Automated safety check: Pass | MIT | yesterday |
| 107 | Writes the research-status literature review and critique section of an NSFC grant proposal, backed by a bundled multi-source literature search. | HuiyuLi-2000/ | 439 | 1 repo | ~1.4k | Automated safety check: Notes | MIT | 3 mo ago |
| 108 | 108.Academic Search A skill your agent uses when the user asks to search or review academic papers, retrieve scholarly metadata or citation counts, validate or deduplicate scholarly records, find an author's… | ustc-ai4science/ | 668 | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 109 | 109.Experiment Suite A skill your agent uses when the user has a research question and needs a complete experiment package — design document, runnable code, results (measured or simulated with honest provenance)… | ai4s-research/ | 237 | 2 repos | ~2.5k | Automated safety check: Pass | MIT | 2 mo ago |
| 110 | An 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter. | federicodeponte/ | 507 | — | ~8.2k | Automated safety check: Pass | Apache-2.0 | 9 days ago |
| 111 | Drafts the Introduction of a technical paper as six paragraphs of flowing prose, positioning the work and matching contributions to challenges, with an outline on request. | HKUSTDial/ | 8.8k | — | ~2.4k | Automated safety check: Pass | CC-BY-NC-SA-4.0 | 1 mo ago |
| 112 | Plans, runs, and documents analytical method validation, verification, or transfer studies under ICH Q2(R2)/Q14, USP, ICH M10, CLSI EP, or ISO/IEC 17025. | K-Dense-AI/ | 48k | 1 repo | ~4.9k | Automated safety check: Notes | MIT | 6 days ago |
| 113 | 113.Deep Research A skill your agent uses when the user needs multi-source research with citation tracking, evidence persistence, and structured report generation. | ultralisp/ | 258 | 2 repos | ~1.1k | Automated safety check: Pass | No licence | 28 days ago |
| 114 | Three-role workflow for math modeling contests: problem analysis, code and results, then a paper, with independent subagent checks at each stage gate. | XiaoMaColtAI/ | 1.9k | — | ~1.2k | Automated safety check: Pass | No licence | today |
| 115 | 115.Dingo Verify A skill your agent uses when the user wants to fact-check an article or verify factual claims in a document. | MigoXLab/ | 757 | — | ~741 | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 116 | A skill your agent uses when writing or revising Introduction, Related Work, background, literature synthesis, or any section where references must drive claims | Norman-bury/ | 3.4k | — | ~952 | Automated safety check: Pass | MIT | 4 mo ago |
| 117 | 根据用户提供的论文主题,进行系统性中英文文献回顾(Literature Survey). An agent skill from stephenlzc/AI-Powered-Literature-Review-Skills. | stephenlzc/ | 175 | 1 repo | ~4.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 118 | Writes, restructures, reviews and polishes the rationale section of NSFC research grant applications in LaTeX, with backups and a diff before every write. | huangwb8/ | 2.9k | — | ~945 | Automated safety check: Pass | MIT | 7 days ago |
| 119 | Edits drafts to strip needless caveats, hedges and disclaimers while keeping the limits that matter for accuracy, ethics, law, safety and method. | Kiterlin/ | 875 | — | ~3.5k | Automated safety check: Pass | MIT | 10 days ago |
| 120 | 120.Nature Citation Add strict Nature/CNS citations to manuscript text by splitting long passages into citable segments, searching only accepted flagship and subjournal titles from Nature Portfolio, the AAAS Science… | jing1312/ | 171 | 1 repo | ~3.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 121 | Draft, revise, and audit scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency… | K-Dense-AI/ | 2.4k | 2 repos | ~3.5k | Automated safety check: Pass | MIT | 2 days ago |
| 122 | 122.Stata Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 20 community packages (reghdfe, estout, did, rdrobust… | dylantmoore/ | 291 | 1 repo | ~4.2k | Automated safety check: Pass | Unknown | 6 mo ago |
| 123 | 123.Research Report Summarize deep research results into markdown report, cover all fields, skip uncertain values. | Weizhena/ | 2.3k | 2 repos | ~963 | Automated safety check: Notes | MIT | 1 mo ago |
| 124 | Prepares setup instructions and a named activation file for a user-managed software environment on an Open-Science SSH or Slurm compute host. | aipoch/ | 5.5k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 125 | Use the Claude Code CLI to consult Claude and delegate coding tasks for prototyping, debugging, and code review. | appautomaton/ | 458 | 1 repo | ~1.5k | Automated safety check: Pass | MIT | 27 days ago |
| 126 | 126.Arxiv MCP Server A skill your agent uses when finding, comparing, reading, or monitoring arXiv papers, including requests for abstracts, citation graphs, original LaTeX, section-level technical details, or… | blazickjp/ | 3.2k | — | ~353 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 127 | 127.Molecode A skill your agent uses for deterministic molecule understanding, graph-level editing, generation, and validation with MoleCode — an explicit Mermaid graph in which every atom and bond is a typed… | AtomFlow-AI/ | 306 | — | ~1.9k | Automated safety check: Pass | MIT | 4 mo ago |
| 128 | A skill your agent uses when users ask to 找文献、做文献检索、查论文、查临床试验、核验引用、去重文献、设计 PubMed/MeSH 检索式、追踪上下游引文、解析 DOI/PMID/PMCID/arXiv/OpenAlex/Semantic Scholar/NCT ID, 或导出 RIS、BibTeX、NBIB、ENW;also use for… | wp-a/ | 304 | — | ~1.4k | Automated safety check: Pass | MIT | 9 days ago |
| 129 | Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations. | appautomaton/ | 458 | — | ~2.3k | Automated safety check: Pass | MIT | 27 days ago |
| 130 | 130.Outline Agent Step 1 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra. | Ar9av/ | 679 | 1 repo | ~1.6k | Automated safety check: Pass | Unknown | 19 days ago |
| 131 | 131.Research Lit Search and analyze research papers, find related work, summarize key ideas. | CurryTang/ | 176 | 5 repos | ~963 | Automated safety check: Notes | No licence | 6 mo ago |
| 132 | Indexes research papers on the Hugging Face Hub from arXiv, links them to models and datasets, claims authorship and generates markdown research articles from templates. | huggingface/ | 11k | 4 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 133 | A skill your agent uses when the user needs engineering or research-paper figures: system architecture diagrams, algorithm workflows, hardware schematics, benchmark charts, ablation plots, figure… | heyu-233/ | 307 | — | ~1.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 134 | 134.Alphafold Validate protein designs using AlphaFold2 structure prediction. | adaptyvbio/ | 164 | 3 repos | ~1.2k | Automated safety check: Pass | MIT | 4 mo ago |
| 135 | 135.Research Review Get a deep critical review of research idea from GPT via Codex MCP. | GRIND-Lab-Core/ | 106 | 5 repos | ~1.1k | Automated safety check: Notes | No licence | 5 mo ago |
| 136 | Searches already-saved paper notes in a local Obsidian vault by title, author, keyword, tag, field or arXiv ID, and ranks the matches by relevance. | juliye2025/ | 1.7k | — | ~481 | Automated safety check: Pass | No licence | 26 days ago |
| 137 | A skill your agent uses when asked to review, edit, or improve the writing quality of a scientific or engineering manuscript. | labarba/ | 852 | — | ~2.4k | Automated safety check: Pass | CC-BY-4.0 | 2 mo ago |
| 138 | Write CCF rebuttals, author responses, revision ledgers, response letters, and conservative resubmission plans. | mikubaka88/ | 3k | — | ~1.6k | Automated safety check: Pass | MIT | 25 days ago |
| 139 | 139.Dbsnp Database A skill your agent uses when you want to look up, map, and search for short genetic variants (SNPs, indels) in NCBI's dbSNP database. | google-deepmind/ | 3.2k | 2 repos | ~3.4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 140 | 140.Pymatgen Materials science toolkit. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.7k | 11 repos | ~5k | Automated safety check: Pass | MIT | 5 mo ago |
| 141 | 141.Zotero Use Zotero Desktop to enable/probe the local API, search a local Zotero library, list items/collections/tags, export BibTeX, insert citation keys into LaTeX or Markdown drafts, read indexed full… | congcongwang0122/ | 200 | — | ~1.6k | Automated safety check: Pass | No licence | 1 mo ago |
| 142 | Runs a metabolic flux analysis from model loading to phenotype prediction and figures by handing work to four sub-agents in sequence. | aiming-lab/ | 15k | — | ~923 | Automated safety check: Pass | MIT | 1 mo ago |
| 143 | 143.Arxiv Translator 将 arXiv 论文自动翻译为中文 PDF。触发后按本 skill 四步顺序直接执行,勿长篇规划。用户提供论文标题或 arXiv ID、说「翻译论文」「我想读中文版」等时立即使用。支持多篇论文处理。无需用户手动操作。 | Leey21/ | 498 | — | ~627 | Automated safety check: Pass | MIT | 2 mo ago |
| 144 | 144.Singlecell Qc A skill your agent uses when designing, reviewing, or implementing single-cell RNA-seq QC in Python or R with a human-in-the-loop, data-driven approach. | xuzhougeng/ | 1k | — | ~1.6k | Automated safety check: Pass | AGPL-3.0 | today |