GitHub organization
Agent skills by InternScience
- skills
- 85
- repositories
- 2
Repositories by InternScience
Skills by InternScience, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Given an rsID, query multiple databases (dbSNP, FAVOR, GWAS Catalog, ClinVar, gnomAD, PharmGKB, ClinGen) for comprehensive annotation. | InternScience/ | 169 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 4 mo ago |
| 2 | 当用户明确要求"生成 NSFC 技术路线图/技术路线图绘制/roadmap/flowchart"或需要把标书研究内容转成"可打印、A4 可读"的技术路线图时使用。默认输出可编辑源文件（.drawio）与可嵌入文档的渲染结果（.svg/.png/.pdf）；当用户主动提及 Nano Banana/Gemini 图片模型时，可切换为 PNG-only 模式。⚠️… | InternScience/ | 172 | — | ~2.5k | Automated safety check: Notes | No licence | 6 mo ago |
| 3 | Use ESMFold model to predict 3D structure of the input protein sequence. | InternScience/ | 169 | 2 repos | ~721 | Automated safety check: Pass | MIT | 4 mo ago |
| 4 | 当用户明确要求"生成 NSFC 原理图/机制图/schematic diagram/mechanism diagram"或需要把标书中的研究机制、算法架构、模块关系转成"可编辑 + 可嵌入文档"的图示时使用。默认输出可编辑源文件（.drawio）与渲染文件（.pdf/.svg/.png）；当用户主动提及 Nano Banana/Gemini 图片模型时，可切换为 PNG-only 模式。⚠️… | InternScience/ | 172 | — | ~3.7k | Automated safety check: Notes | No licence | 6 mo ago |
| 5 | Given a protein sequence and its structure, employ ProSST model to predict mutation effects and obtain the top-k mutated sequences. | InternScience/ | 169 | 2 repos | ~949 | Automated safety check: Pass | MIT | 4 mo ago |
| 6 | [Frontend] Frontend UI/UX design intelligence - activate FIRST when user requests beautiful, stunning, gorgeous, or aesthetic interfaces. | InternScience/ | 172 | — | ~2.9k | Automated safety check: Notes | No licence | 6 mo ago |
| 7 | 当用户明确要求"迁移标书""升级模板""跨版本迁移""旧标书转新模板"时使用。智能迁移NSFC LaTeX标书到新版模板，基于五阶段工作流（分析→映射→规划→执行→验证），自动处理结构变化、内容重组、引用更新；支持AI驱动语义匹配与启发式回退，并提供 runs 输出隔离与一键迁移脚本。 | InternScience/ | 172 | — | ~1.1k | Automated safety check: Pass | No licence | 6 mo ago |
| 8 | Calculate atmospheric parameters including Coriolis parameter, geostrophic wind, heat index, potential temperature, and dewpoint for meteorology and climate science. | InternScience/ | 169 | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 9 | 9.Nsfc Qc 当用户明确要求"标书QC/质量控制/润色前质检/引用真伪核查/篇幅与结构检查"时使用。对 NSFC 标书进行只读质量控制：并行多线程独立检查文风生硬、引用假引/错引风险、篇幅与章节分布、逻辑清晰度等，最终输出标准化 QC 报告；中间文件默认归档到“交付目录内的隐藏工作区（.nsfc-qc/）”，并兼容 legacy .nsfc-qc/。 | InternScience/ | 172 | — | ~1.9k | Automated safety check: Pass | No licence | 6 mo ago |
| 10 | Search biomedical literature and web content using Tavily search engine for research and clinical information. | InternScience/ | 169 | 1 repo | ~598 | Automated safety check: Pass | MIT | 4 mo ago |
| 11 | 11.Claude Code Claude Code integration for OpenClaw. An agent skill from InternScience/DrClaw. | InternScience/ | 172 | — | ~1.5k | Automated safety check: Pass | No licence | 6 mo ago |
| 12 | Calculate buoyancy forces and acceleration for fluid mechanics and hydrodynamics analysis. | InternScience/ | 169 | 1 repo | ~540 | Automated safety check: Pass | MIT | 4 mo ago |
| 13 | 当用户明确要求"更新项目指南""同步指南""沉淀洞见到指南"时使用。将对话中新产生的可复用写作洞见实时沉淀到项目指南文件，保持术语口径一致、结构稳定、可检验与可复现。调用时必须指定指南文件路径。 | InternScience/ | 172 | — | ~421 | Automated safety check: Pass | No licence | 6 mo ago |
| 14 | Calculate electrical capacitance from geometric parameters and dielectric properties for circuit design. | InternScience/ | 169 | 1 repo | ~537 | Automated safety check: Pass | MIT | 4 mo ago |
| 15 | 当用户明确要求"写/改 NSFC 立项依据""立项依据写作/重构"时使用。基于最小信息表输出价值与必要性、现状不足、科学问题/假说与项目切入点，并保持模板结构不被破坏。适用于 NSFC 及各类科研基金申请书的立项依据写作场景。 | InternScience/ | 172 | — | ~1.8k | Automated safety check: Pass | No licence | 6 mo ago |
| 16 | Search ChEMBL database for molecule information by name to retrieve bioactivity data and chemical structures. | InternScience/ | 169 | 1 repo | ~757 | Automated safety check: Pass | MIT | 4 mo ago |
| 17 | Retrieves papers the user browsed today, downloads PDFs, generates summaries, and returns an enriched list. | InternScience/ | 172 | — | ~776 | Automated safety check: Pass | No licence | 6 mo ago |
| 18 | Predict protein-ligand binding affinity using Boltz-2 model to assess molecular interactions and binding probability for drug discovery. | InternScience/ | 169 | 1 repo | ~1.4k | Automated safety check: Warn | MIT | 4 mo ago |
| 19 | Calculate mass percentages and stoichiometric ratios for chemical reactions and compound compositions. | InternScience/ | 169 | 1 repo | ~521 | Automated safety check: Pass | MIT | 4 mo ago |
| 20 | Analyze chemical structures from compound names to retrieve SMILES, molecular formulas, molecular weight, and LogP values. | InternScience/ | 169 | 1 repo | ~838 | Automated safety check: Pass | MIT | 4 mo ago |
| 21 | 21.Acpx Use the ACPX CLI through DrClaw's existing exec/longexec tools to run Codex in the current project workspace. | InternScience/ | 172 | — | ~509 | Automated safety check: Pass | No licence | 6 mo ago |
| 22 | Retrieve SMILES strings from PubChem database using compound names to obtain molecular structures from common chemical names. | InternScience/ | 169 | 1 repo | ~1.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 23 | Control Claude Code via MCP protocol. An agent skill from InternScience/DrClaw. | InternScience/ | 172 | — | ~3k | Automated safety check: Pass | No licence | 6 mo ago |
| 24 | Comprehensive protein analysis combining InterProScan domain identification with BLAST similarity search to provide complete functional and evolutionary annotation. | InternScience/ | 169 | 1 repo | ~2k | Automated safety check: Pass | MIT | 4 mo ago |
| 25 | Predict a molecule's ability to reverse disease states using DLEPS (Disease-Ligand Embedding Projection Score) for drug repositioning and discovery. | InternScience/ | 169 | 1 repo | ~931 | Automated safety check: Pass | MIT | 4 mo ago |
| 26 | Analyze DNA and RNA sequences including molecular weight calculation, reverse complement generation, and oligonucleotide properties. | InternScience/ | 169 | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 4 mo ago |
| 27 | Comprehensive drug screening pipeline from molecular filtering through QED/ADMET criteria to protein-ligand docking, identifying promising drug candidates. | InternScience/ | 169 | 1 repo | ~2k | Automated safety check: Pass | MIT | 4 mo ago |
| 28 | Predict the ADMET (absorption, distribution, metabolism, excretion, and toxicity) properties of the input molecules. | InternScience/ | 169 | 1 repo | ~873 | Automated safety check: Pass | MIT | 4 mo ago |
| 29 | Retrieve SMILES strings from PubChem using compound names. An agent skill from InternScience/scp. | InternScience/ | 169 | 1 repo | ~794 | Automated safety check: Pass | MIT | 4 mo ago |
| 30 | Check if the input protein sequence or molecule SMILES string is valid. | InternScience/ | 169 | 1 repo | ~1k | Automated safety check: Pass | MIT | 4 mo ago |
| 31 | Calculate disease reversal scores for the provided molecules relative to a specific disease. | InternScience/ | 169 | 1 repo | ~888 | Automated safety check: Pass | MIT | 4 mo ago |
| 32 | Compute the drug-likeness metrics (QED score and Number of violations of Lipinski's Rule of Five) of the input candidate molecules (SMILES format). | InternScience/ | 169 | 1 repo | ~832 | Automated safety check: Pass | MIT | 4 mo ago |
| 33 | Implement data transmission between the local computer and the MCP Server using Base64 encoding | InternScience/ | 169 | 1 repo | ~947 | Automated safety check: Pass | MIT | 4 mo ago |
| 34 | Generate new molecules sampling from the input two warhead fragments. | InternScience/ | 169 | 1 repo | ~914 | Automated safety check: Pass | MIT | 4 mo ago |
| 35 | Calculate different types of molecular properties based on SMILES strings, covering basic physicochemical properties, hydrophobicity, hydrogen bonding capability, molecular complexity, topological… | InternScience/ | 169 | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 36 | Compute the Tanimoto similarities between a target molecule and a list of candidate molecules using Morgan fingerprints. | InternScience/ | 169 | 1 repo | ~849 | Automated safety check: Pass | MIT | 4 mo ago |
| 37 | Generate new molecules sampling from the input molecule. An agent skill from InternScience/scp. | InternScience/ | 169 | 1 repo | ~971 | Automated safety check: Pass | MIT | 4 mo ago |
| 38 | Generate new peptide molecules sampling from the input peptide sequence. | InternScience/ | 169 | 1 repo | ~890 | Automated safety check: Pass | MIT | 4 mo ago |
| 39 | Generate new molecules sampling from the input scaffold. An agent skill from InternScience/scp. | InternScience/ | 169 | 1 repo | ~857 | Automated safety check: Pass | MIT | 4 mo ago |
| 40 | Search the protein information from the input gene name and downloads the optimal PDB or AlphaFold structures. | InternScience/ | 169 | 1 repo | ~789 | Automated safety check: Pass | MIT | 4 mo ago |
| 41 | Retrieve genomic sequences from Ensembl database using transcript or gene IDs to obtain nucleotide and protein sequences. | InternScience/ | 169 | 1 repo | ~746 | Automated safety check: Pass | MIT | 4 mo ago |
| 42 | Assess drug risks and adverse effects using FDA drug database to retrieve safety information and risk profiles. | InternScience/ | 169 | 1 repo | ~753 | Automated safety check: Pass | MIT | 4 mo ago |
| 43 | Given a gene symbol (e.g. An agent skill from InternScience/scp. | InternScience/ | 169 | 1 repo | ~1.3k | Automated safety check: Pass | MIT | 4 mo ago |
| 44 | Calculate volumes of geometric shapes for engineering design and mathematical analysis. | InternScience/ | 169 | 1 repo | ~527 | Automated safety check: Pass | MIT | 4 mo ago |
| 45 | Analyze protein sequences using InterProScan to identify functional domains, protein families, and Gene Ontology (GO) annotations. | InternScience/ | 169 | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 4 mo ago |
| 46 | Search KEGG database for gene information to retrieve pathway associations, functional annotations, and disease links. | InternScience/ | 169 | 1 repo | ~771 | Automated safety check: Pass | MIT | 4 mo ago |
| 47 | Calculate material density and volume from mass and geometric dimensions for materials mechanics analysis. | InternScience/ | 169 | 1 repo | ~497 | Automated safety check: Pass | MIT | 4 mo ago |
| 48 | Analyze measurement errors, uncertainties, and statistical variations in experimental data for quality control. | InternScience/ | 169 | 1 repo | ~553 | Automated safety check: Pass | MIT | 4 mo ago |
Questions, answered from the data.
What is the best skill by InternScience?
Comprehensive Variant Annotation from InternScience/scp ranks first of the 85 skills by InternScience listed here, with the highest score: its repository has 169 GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 2.2k tokens and it passes the automated safety check with no findings. Next come Nsfc Roadmap and Drugsda Esmfold.
Are InternScience's skills official?
None yet. All 85 skills by InternScience listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.