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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Rebuilds or restyles diagrams as editable native Visio shapes from a reference image or .vsdx file, then exports .vsdx, PNG, SVG, PDF or PPTX. | pengjunchi0/ | 1k | — | ~2k | Automated safety check: Pass | MIT | 1 mo ago |
| 2 | 2.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 |
| 3 | 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 |
| 4 | 4.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 |
| 5 | 将学术论文转化为深度HTML长文。6轮强制工作流、代码仓库搜索、公式渲染、Mermaid图表. An agent skill from zsyggg/paper-craft-skills. | zsyggg/ | 1.3k | — | ~1.9k | Automated safety check: Pass | No licence | 4 mo ago |
| 6 | Step 2 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra. | Ar9av/ | 679 | 1 repo | ~2.3k | Automated safety check: Pass | Unknown | 20 days ago |
| 7 | Builds an evidence-backed invention disclosure packet from a project or research result for attorney or patent-agent review, without giving legal advice. | Light0305/ | 640 | — | ~2k | Automated safety check: Pass | MIT | 3 mo ago |
| 8 | Polishes the research methods, technical route and innovation sections of an NSFC grant proposal from an idea you already have, without inventing a new research plan. | HuiyuLi-2000/ | 439 | 1 repo | ~701 | Automated safety check: Pass | MIT | 3 mo ago |
| 9 | 9.Diagram 专业图表生成技能：根据需求自动选择合适的图表类型，生成符合设计规范的 PNG 图表. An agent skill from 312362115/claude. | 312362115/ | 107 | — | ~2.7k | Automated safety check: Pass | MIT | 5 mo ago |
| 10 | Analyzes a repository, paper draft or reference figure into structured handoff results for academic figure drawing; it writes no prompts and generates no images. | Azhi-ss/ | 148 | — | ~388 | Automated safety check: Pass | MIT | 5 days ago |
| 11 | 论文解读助手。适用于用户发送 arXiv 论文链接，并希望下载论文、解读论文、生成读书笔记、做论文拆解或输出详细报告时使用。会在工作目录创建论文文件夹、下载 PDF 与 TeX Source（如有）、生成中文 Markdown 报告。默认先交付初稿，不自动复查；如果用户明确同意，再安排后续复查。不适用于只要简短推荐语的情况。 | chujianyun/ | 742 | — | ~810 | Automated safety check: Pass | Unknown | 2 days ago |
| 12 | Pipeline stage that draws non-data diagrams for a mathematical modeling paper in DrawIO and exports them as PDFs, in Chinese. | jihe520/ | 6.2k | — | ~881 | Automated safety check: Notes | No licence | 8 days ago |
| 13 | 13.Pymatgen Analyzes, validates, converts, and transforms materials structures and computed materials data with pymatgen. | K-Dense-AI/ | 48k | 1 repo | ~4.6k | Automated safety check: Notes | MIT | 6 days ago |
| 14 | Designs editable PowerPoint overview figures, especially Figure 1 for papers and proposals, from source material and the author's own visual preferences. | yzhao062/ | 253 | — | ~7.2k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 15 | Generates scientific diagram drafts using Nano Banana 2 AI with smart iterative refinement. | K-Dense-AI/ | 48k | 1 repo | ~5.1k | Automated safety check: Notes | MIT | 6 days ago |
| 16 | Maps laboratory and clinical observation names extracted by OpenMed to LOINC codes using the public Regenstrief LOINC and FHIR terminology APIs. | maziyarpanahi/ | 5.5k | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 17 | Maps clinical concept spans extracted by OpenMed to SNOMED CT concepts through a USER-SUPPLIED terminology server (the user's own Ontoserver, Snowstorm, or UMLS/UTS), never a bundled vocabulary. | maziyarpanahi/ | 5.5k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | Convert an ML research paper into a complete, runnable code repository. | lingzhi227/ | 390 | — | ~793 | Automated safety check: Pass | No licence | 7 mo ago |
| 19 | Design research plans and paper architectures. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 390 | — | ~721 | Automated safety check: Pass | No licence | 7 mo ago |
| 20 | 20.New Diagram Scaffold a new TikZ diagram from the snippet gallery with prevention rules pre-applied (explicit node dimensions, coordinate map, directional edge labels). | pedrohcgs/ | 1.7k | — | ~1.8k | Automated safety check: Notes | MIT | 13 days ago |
| 21 | 21.Make Figures A skill your agent uses when a paper needs publication-ready figures or a visual abstract. | Aperivue/ | 333 | — | ~8.4k | Automated safety check: Pass | MIT | 6 days ago |
| 22 | Wrapper skill for running nf-core/rnastructurome — chemical-probing RNA structure analysis (SHAPE/DMS, RT-stop/MaP readout) from FASTQ to per-base reactivity, secondary-structure predictions, and 2D… | ClawBio/ | 1.2k | — | ~6.6k | Automated safety check: Pass | MIT | 2 days ago |
| 23 | Writes complete, publication-grade figure legends that can stand on their own. | aipoch/ | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT | 24 days ago |
| 24 | Converts research text into a Mermaid technical roadmap flowchart. | aipoch/ | 1.9k | — | ~1.6k | Automated safety check: Pass | MIT | 24 days ago |
| 25 | Calculate charged defect formation energies and transition level diagrams using pymatgen-analysis-defects and atomate2 VASP workflows. | learningmatter-mit/ | 176 | — | ~1.6k | Automated safety check: Pass | MIT | 3 days ago |
| 26 | Build original theoretical frameworks and produce publication-quality conceptual diagrams for social science research. | joshzyj/ | 168 | — | ~5.3k | Automated safety check: Pass | Unknown | 23 days ago |
| 27 | A skill your agent uses to select and apply the correct EQUATOR reporting guideline for a Lancet manuscript — CONSORT for RCTs (with the mandatory flow diagram), STROBE for observational studies… | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 23 days ago |
| 28 | Guide to tldraw for infinite canvas whiteboarding and diagram creation | wentorai/ | 298 | 1 repo | ~2.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 29 | Designing scientific schematics, diagrams, and graphical abstracts. | jaechang-hits/ | 374 | — | ~3.8k | Automated safety check: Pass | CC-BY-4.0 | 12 days ago |
| 30 | A skill your agent uses when building the exhibits of a Journal of the Association for Information Systems (JAIS) manuscript — tables, figures, the required SEM correlation/covariance matrix, and… | brycewang-stanford/ | 1.2k | — | ~2.2k | Automated safety check: Pass | MIT | 14 days ago |
| 31 | A skill your agent uses when building tables and figures for a Journal of Applied Psychology (JAP) manuscript in APA 7th-edition style — correlation/descriptives tables, CFA/SEM path diagrams… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 32 | Converts a biomedical study storyline into a graphical abstract and, when direct image capability is available, generates the graphical abstract directly; otherwise it falls back to prompts, Mermaid… | aipoch/ | 1.9k | — | ~3.2k | Automated safety check: Pass | MIT | 24 days ago |
