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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | 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 |
| 98 | 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 |
| 99 | 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 |
| 100 | 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 |
| 101 | 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 |
| 102 | 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 |
| 103 | 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 |
| 104 | 104.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 |
| 105 | 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 |
| 106 | 106.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 |
| 107 | 107.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 |
| 108 | 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 |
| 109 | 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 | 28 days ago |
| 110 | 110.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 | 3 days ago |
| 111 | 111.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 |
| 112 | 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 |
| 113 | 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 | 28 days ago |
| 114 | 114.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 | 20 days ago |
| 115 | 115.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 |
| 116 | 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 | 3 days ago |
| 117 | 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 |
| 118 | 118.Alphafold Validate protein designs using AlphaFold2 structure prediction. | adaptyvbio/ | 164 | 3 repos | ~1.2k | Automated safety check: Pass | MIT | 4 mo ago |
| 119 | 119.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 |
| 120 | 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 |
| 121 | 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 |
| 122 | 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 |
| 123 | 123.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 | 2 days ago |
| 124 | 124.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 |
| 125 | 125.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 |
| 126 | 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 |
| 127 | 127.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 |
| 128 | 128.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 |
| 129 | 129.AnythingAtlas Researches an unfamiliar topic and delivers a verified resource guide and a staged, timed learning roadmap as matching Markdown and HTML files. | Liuziyu77/ | 195 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 130 | 130.Deep Research Professional deep research report generation — multi-agent collaboration with parallel chapter writing, automatic latest-data targeting, multilingual output, and built-in quality checks. | hoolulu/ | 597 | 1 repo | ~5.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 131 | Design experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable. | Oleafly/ | 212 | 3 repos | ~3.5k | Automated safety check: Notes | MIT | today |
| 132 | 132.Design Harness A decision board for evidence-based calls — the human adjudicates, the agent runs the errands. | tigerless-labs/ | 230 | — | ~4.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 133 | 133.Research Refine Turns a vague research direction into a focused, problem-anchored method plan through up to five review rounds with a second model. | zjYao36/ | 128 | 6 repos | ~6.9k | Automated safety check: Notes | No licence | 6 mo ago |
| 134 | A skill your agent uses when the user wants a comprehensive literature survey on a specific research topic. | ai4s-research/ | 237 | 2 repos | ~2k | Automated safety check: Pass | MIT | 2 mo ago |
| 135 | Turns pasted peer-review comments into a per-concern rebuttal plan, with reviewer mindset matching and strategy priorities, but not the final rebuttal text. | HKUSTDial/ | 8.8k | — | ~1.3k | Automated safety check: Pass | Unknown | 1 mo ago |
| 136 | Runs Cantera constant-volume or constant-pressure ignition simulations and reports temperature-based ignition delay with mechanism provenance and checks. | K-Dense-AI/ | 48k | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 6 days ago |
| 137 | Help with humanities scholarly writing: sharpen research questions, map supplied readings, plan and draft arguments, review chapters, preserve authorial voice, and respond to reviewers. | tizzy916/ | 436 | — | ~3.4k | Automated safety check: Pass | CC-BY-NC-4.0 | 19 days ago |
| 138 | Creates and maintains configurable research wikis: scaffold a folder, add sources, compile pages and indexes, and file query answers back. | dair-ai/ | 614 | — | ~1.3k | Automated safety check: Pass | MIT | 2 mo ago |
| 139 | Core skill for the deep research and writing tool. An agent skill from neflibata-feng/MyArxiv-Agent. | neflibata-feng/ | 126 | 18 repos | ~8.4k | Automated safety check: Notes | MIT | today |
| 140 | 把一道解析几何题解成一个自包含的交互教学网页:左栏题面 + 动态控制台(一个 可变参数滑块驱动实时重算的几何量 + 理论范围/定值指示),中栏 KaTeX 分步解析,右栏 2D Canvas 动态几何画板(椭圆/双曲线/抛物线/圆 + 动直线/动点 + 向量 + 标注 + 画笔涂鸦)。 | wy51ai/ | 1.4k | 1 repo | ~1.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 141 | 141.Read GitHub Read and search GitHub repository documentation via gitmcp.io MCP service. | AgentTeam-TaichuAI/ | 671 | 2 repos | ~638 | Automated safety check: Pass | No licence | 5 mo ago |
| 142 | 142.Experiment Agent Experiment executor and monitor for academic research. An agent skill from Imbad0202/experiment-agent. | Imbad0202/ | 199 | — | ~3.1k | Automated safety check: Pass | CC-BY-NC-4.0 | 16 days ago |
| 143 | 143.Weather Get current weather and forecasts via wttr.in or Open-Meteo. | trpc-group/ | 1.9k | 8 repos | ~591 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 144 | Recommends journals for a manuscript by filtering a bundled impact-factor catalog, verifying scope and quality online, and writing a ranked Markdown report. | huangwb8/ | 2.9k | — | ~1.7k | Automated safety check: Pass | MIT | 7 days ago |