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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Retrieve and analyze AlphaFold predicted structures for a protein. | google-deepmind/ | 3.2k | 2 repos | ~1.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 2 | A skill your agent uses when a researcher needs to query biomedical databases for biomarker discovery, build target profiles from UniProt/Open Targets/STRING, rank biomarker candidates by evidence… | aws-samples/ | 274 | — | ~1.1k | Automated safety check: Pass | MIT-0 | 10 days ago |
| 3 | Workflow for fixing or changing RNAlysis code that talks to an EXTERNAL WEB SERVICE — UniProt, Ensembl, PANTHER, PhylomeDB, OrthoInspector, KEGG, or GO. | GuyTeichman/ | 139 | — | ~1.8k | Automated safety check: Pass | MIT | 13 days ago |
| 4 | Queries the UniProt REST API directly to search proteins, fetch FASTA sequences, map IDs between databases and read Swiss-Prot and TrEMBL entries. | davila7/ | 33k | 14 repos | ~1.7k | Automated safety check: Pass | MIT | today |
| 5 | 多源深度调研与专业报告生成。适用场景广泛——只要用户的问题涉及需要深度分析的专业话题,就应使用此技能。包括但不限于:(1) 用户明确要求调研/research/综述/报告/发现;(2) 用户提出一个技术或科学话题,话题复杂度需要多源深度分析;(3) 用户要求对比多种技术方案的优劣;(4) 涉及生物医药、蛋白质、基因、药物靶点等需要专业数据库支撑的问题。核心能力:根据问题性质自动组合 arXiv… | AgentTeam-TaichuAI/ | 671 | — | ~5.7k | Automated safety check: Pass | No licence | 5 mo ago |
| 6 | Query 14+ biomedical databases for drug repurposing, target discovery, clinical trials, and literature research. | FreedomIntelligence/ | 3.1k | 1 repo | ~2.4k | Automated safety check: Pass | No licence | 2 mo ago |
| 7 | Primary Python tool for 40+ bioinformatics services. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 10 repos | ~2.5k | Automated safety check: Pass | MIT | today |
| 8 | Query public biology databases and APIs including UniProt, RCSB PDB, AlphaFold DB, ClinVar, dbSNP, gnomAD, Ensembl, GEO, InterPro, KEGG, OpenTargets, Reactome, and STRING. | DrugClaw/ | 126 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 9 | 9.Gget CLI/Python toolkit for rapid bioinformatics queries. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 10 repos | ~6.3k | Automated safety check: Pass | MIT | today |
| 10 | Perform comprehensive gene enrichment and pathway analysis using gseapy (ORA and GSEA), PANTHER, STRING, Reactome, and 40+ ToolUniverse tools. | wu-yc/ | 1.1k | 2 repos | ~4k | Automated safety check: Pass | No licence | 6 mo ago |
| 11 | Access AlphaFold's 200M+ AI-predicted protein structures. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 10 repos | ~4k | Automated safety check: Pass | MIT | today |
| 12 | 12.Tooluniverse Access 1000+ scientific tools through ToolUniverse for drug discovery, protein analysis, genomics, literature search, clinical data, ADMET prediction, molecular docking, and more. | AgentTeam-TaichuAI/ | 671 | — | ~1.2k | Automated safety check: Pass | No licence | 5 mo ago |
| 13 | Query the DrugMechDB drug mechanism-of-action database. An agent skill from QSong-github/DrugClaw. | QSong-github/ | 116 | 1 repo | ~734 | Automated safety check: Pass | No licence | 1 mo ago |
| 14 | Access protein metadata, function, taxonomy, and sequences across UniProtKB, UniParc, and UniRef. | google-deepmind/ | 3.2k | 1 repo | ~3.1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 15 | 15.Tooluniverse A skill your agent uses when working with scientific research tools and workflows across bioinformatics, cheminformatics, genomics, structural biology, proteomics, and drug discovery. | ynulihao/ | 618 | 2 repos | ~2.5k | Automated safety check: Pass | No licence | 7 mo ago |
| 16 | Fetch a regional slice of plasma pQTL summary statistics from the UK Biobank Pharma Proteomics Project (UKB-PPP; Sun 2023 Nature) for a specific (protein, ancestry) measurement. | ClawBio/ | 1.2k | — | ~4.6k | Automated safety check: Pass | MIT | 2 days ago |
| 17 | Performs 3D structural searches of proteins against various databases (PDB, AlphaFold, CATH, MGnify, etc.) using the Foldseek API. | google-deepmind/ | 3.2k | 1 repo | ~1.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 18 | 18.Bioservices Provides a Python interface to bioinformatics services including UniProt, KEGG, ChEMBL, Reactome, QuickGO, and UniChem. | K-Dense-AI/ | 48k | 1 repo | ~3k | Automated safety check: Notes | MIT | 6 days ago |
| 19 | 19.Pdb Fetch and analyze protein structures from RCSB PDB. An agent skill from adaptyvbio/protein-design-skills. | adaptyvbio/ | 164 | 3 repos | ~1.4k | Automated safety check: Pass | MIT | 4 mo ago |
| 20 | A skill your agent uses when querying biomedical databases (UniProt, ClinVar, gnomAD, PDB, Reactome, Open Targets, etc.) via the Biomni AgentCore Gateway MCP server. | aws-samples/ | 274 | — | ~3.1k | Automated safety check: Pass | MIT-0 | 10 days ago |
| 21 | 21.Uniprot Access UniProt for protein sequence and annotation retrieval. | adaptyvbio/ | 164 | 2 repos | ~1.3k | Automated safety check: Pass | MIT | 4 mo ago |
| 22 | 22.Biopython Computational molecular biology library (sequence I/O, alignment, phylogenetics). | lamm-mit/ | 246 | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 23 | A skill your agent uses when a developer needs to conduct systematic literature searches, find research papers, extract content from publications, or build evidence summaries from biomedical… | aws-samples/ | 274 | — | ~1.1k | Automated safety check: Pass | MIT-0 | 10 days ago |
| 24 | Query BindingDB for measured drug-target binding affinities (Ki, Kd, IC50, EC50). | LeonChaoX/ | 944 | 2 repos | ~3k | Automated safety check: Pass | CC-BY-3.0 | 2 mo ago |
| 25 | Production-ready phylogenetics and sequence analysis skill for alignment processing, tree analysis, and evolutionary metrics. | wu-yc/ | 1.1k | 2 repos | ~4.2k | Automated safety check: Pass | No licence | 6 mo ago |
| 26 | Retrieves protein structure data from RCSB PDB, PDBe, and AlphaFold with protein disambiguation, quality assessment, and comprehensive structural profiles. | wu-yc/ | 1.1k | 2 repos | ~2.8k | Automated safety check: Pass | No licence | 6 mo ago |
| 27 | Production-ready RNA-seq differential expression analysis using PyDESeq2. | wu-yc/ | 1.1k | 2 repos | ~4.5k | Automated safety check: Pass | No licence | 6 mo ago |
| 28 | Bulk-query Ensembl BioMart (and other BioMart instances) for cross-database ID mapping, gene/transcript/exon coordinates, and ortholog tables. | GPTomics/ | 1.2k | 2 repos | ~3.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 29 | Conduct comprehensive literature research with target disambiguation, evidence grading, and structured theme extraction. | wu-yc/ | 1.1k | 2 repos | ~8.2k | Automated safety check: Pass | No licence | 6 mo ago |
| 30 | Gather comprehensive biological target intelligence from 9 parallel research paths covering protein info, structure, interactions, pathways, expression, variants, drug interactions, and literature. | wu-yc/ | 1.1k | 2 repos | ~13k | Automated safety check: Pass | No licence | 6 mo ago |
| 31 | Access and analyze AlphaFold protein structure predictions. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. | FreedomIntelligence/ | 3.1k | 1 repo | ~2.1k | Automated safety check: Pass | No licence | 2 mo ago |
| 32 | 32.Alphafold DB Access over 200M protein structures from AlphaFold DB; use when you need to retrieve predicted 3D structures (PDB/mmCIF), confidence metrics (pLDDT/PAE), or protein metadata by UniProt accession. | aipoch/ | 1.9k | — | ~606 | Automated safety check: Pass | MIT | 24 days ago |
| 33 | 33.Bioservices Unified Python access to 40+ bioinformatics web services; use when you need to query multiple databases (e.g., UniProt/KEGG/ChEMBL/Reactome) with one consistent API in a single workflow, especially… | aipoch/ | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | 24 days ago |
| 34 | 34.Gget Unified CLI/Python interface for querying genomic, proteomic, structure, and expression data across 20+ bioinformatics databases; use when you need fast, scriptable retrieval by gene/protein IDs or… | aipoch/ | 1.9k | — | ~816 | Automated safety check: Pass | MIT | 24 days ago |
| 35 | Direct REST API access to UniProt for protein search, entry retrieval, and identifier mapping; use when you need programmatic UniProtKB queries or cross-database ID conversion. | aipoch/ | 1.9k | — | ~1.3k | Automated safety check: Pass | MIT | 24 days ago |
| 36 | Retrieves and interprets AlphaFold Protein Structure Database (AFDB) models by UniProt accession, reading pLDDT and PAE confidence correctly. | GPTomics/ | 1.2k | 1 repo | ~4k | Automated safety check: Pass | MIT | 1 mo ago |
| 37 | Navigate the Bio.PDB SMCRA hierarchy (Structure-Model-Chain-Residue-Atom) safely, surfacing the heterogeneity it hides by default. | GPTomics/ | 1.2k | 1 repo | ~3.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 38 | Query the BindingDB drug-target binding affinity database. An agent skill from QSong-github/DrugClaw. | QSong-github/ | 116 | 1 repo | ~648 | Automated safety check: Pass | No licence | 1 mo ago |
| 39 | Access AlphaFold DB's 200M+ predicted structures by UniProt ID. | jaechang-hits/ | 374 | 1 repo | ~4.1k | Automated safety check: Pass | CC-BY-4.0 | 12 days ago |
| 40 | Query EBI QuickGO REST API for GO terms and protein annotations. | jaechang-hits/ | 374 | 1 repo | ~6.9k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 41 | Research scientific questions with enabled literature and database connectors, distinguish curated annotations from paper evidence, and produce a cautious claim-to-source brief. | openJiuwen-ai/ | 159 | — | ~802 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 42 | Unified Python interface to 40+ bioinformatics web services: UniProt proteins, KEGG pathways, ChEMBL/ChEBI/PubChem, BLAST, cross-database ID mapping, GO annotations, PPI. | jaechang-hits/ | 374 | 1 repo | ~6.1k | Automated safety check: Pass | Unknown | 12 days ago |
| 43 | Ensembl REST API for gene/transcript/variant annotations in 300+ species. | jaechang-hits/ | 374 | 1 repo | ~4k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 44 | Query IUPHAR/BPS Guide to Pharmacology (GtoPdb) for receptor-ligand interactions, target/ligand metadata, families, and approved drugs. | jaechang-hits/ | 374 | 1 repo | ~4.9k | Automated safety check: Pass | Unknown | 12 days ago |
| 45 | KEGG REST API (academic only). An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 374 | 1 repo | ~4.6k | Automated safety check: Pass | Unknown | 12 days ago |
| 46 | Query UniProt REST API: search by gene/protein name, fetch FASTA, map IDs (Ensembl, PDB, RefSeq), access Swiss-Prot annotations. | jaechang-hits/ | 374 | 1 repo | ~3.4k | Automated safety check: Pass | CC-BY-4.0 | 12 days ago |
| 47 | Query AlphaFold protein structure predictions by UniProt accession | wentorai/ | 298 | 1 repo | ~2k | Automated safety check: Pass | MIT | 3 mo ago |
| 48 | Search for similar protein sequences in UniProt Swiss-Prot database using BLAST to identify homologous proteins and functional relationships. | InternScience/ | 170 | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 4 mo ago |