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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | A skill your agent uses when an Obsidian knowledge system needs classification, deduplication, retrieval, synchronization, debt queues, or governed Agent/Wiki promotion. | Mark393295827/ | 141 | — | ~1.6k | Automated safety check: Pass | MIT | 22 days ago |
| 98 | The editorial standard for Flowfile's docs site — the house style (register-2 voice rules), the persona-based nav map (which tab serves which arriving audience), the claim-type→source-of-truth… | Edwardvaneechoud/ | 385 | — | ~5.8k | Automated safety check: Pass | MIT | yesterday |
| 99 | 用于学术调研、论文精读、相关工作梳理、百科知识查询和引用链追溯。 | OpenSenseNova/ | 5.7k | — | ~2.6k | Automated safety check: Notes | MIT | 2 days ago |
| 100 | Search and download images via Google Custom Search API with LLM-powered selection. | glebis/ | 391 | — | ~1.4k | Automated safety check: Notes | MIT | 3 days ago |
| 101 | Load when querying STRING for the protein-protein interaction neighborhood of a bulk RNA-seq DEG list and finding hub genes. | TianGzlab/ | 161 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 102 | A skill your agent uses when the final answer strategy calls for a prediction, forecast, probability estimate, price target, expected value, threshold outcome, scenario outlook, or prediction-style… | NVIDIA-AI-Blueprints/ | 886 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 103 | 103.Gwas Pipeline End-to-end GWAS automation wrapping PLINK2 for genotype QC and REGENIE for two-step whole-genome regression association testing. | ClawBio/ | 1.2k | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 2 days ago |
| 104 | A skill your agent uses when creating, migrating, or debugging pixi environments, especially for scientific Python, bioinformatics, single-cell analysis, CUDA/PyTorch, Jupyter/VS Code kernels… | xuzhougeng/ | 1k | — | ~3.7k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 105 | 105.Challenge Stress-test a finding against the choices you did not make. An agent skill from pedrohcgs/claude-code-my-workflow. | pedrohcgs/ | 1.7k | — | ~1.9k | Automated safety check: Notes | MIT | 14 days ago |
| 106 | Build and interpret polygenic risk scores (PRS) for complex diseases using GWAS summary statistics. | wu-yc/ | 1.1k | 2 repos | ~3.7k | Automated safety check: Pass | No licence | 6 mo ago |
| 107 | 107.Bulkrna Qc Load when checking a bulk RNA-seq count matrix for library-size outliers, gene detection rates, and sample-sample correlation before DE. | TianGzlab/ | 161 | — | ~789 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 108 | Generate R/Python code for volcano plots from DEG (Differentially Expressed Genes) analysis results. | aipoch/ | 1.9k | — | ~2.5k | Automated safety check: Pass | MIT | 24 days ago |
| 109 | Identifies essential genes from CRISPR-Cas9 fitness screens using BAGEL2 (Kim & Hart 2021 Genome Med), a Bayesian classifier scoring per-gene Bayes Factors via log-likelihood ratios over per-sgRNA… | GPTomics/ | 1.2k | 2 repos | ~3.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 110 | Build genome-browser-style multi-track figures with pyGenomeTracks (config-driven), Gviz (R), and IGV batch screenshotting. | GPTomics/ | 1.2k | 2 repos | ~3.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 111 | Detects aberrant splicing in single rare-disease patients vs a control panel using FRASER 2.0 (Bioconductor; Beta-binomial autoencoder on Intron Jaccard Index, default delta cutoff 0.1, q… | GPTomics/ | 1.2k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 112 | Production-ready genomics and epigenomics data processing for BixBench questions. | wu-yc/ | 1.1k | 2 repos | ~14k | Automated safety check: Pass | No licence | 6 mo ago |
| 113 | Analyze metabolomics data including metabolite identification, quantification, pathway analysis, and metabolic flux. | wu-yc/ | 1.1k | 2 repos | ~5.9k | Automated safety check: Pass | No licence | 6 mo ago |
| 114 | 114.Analyze Stats A skill your agent uses when data needs statistical analysis. | Aperivue/ | 333 | — | ~7k | Automated safety check: Pass | MIT | 6 days ago |
| 115 | Load when summarising STAR / HISAT2 / Salmon alignment-rate logs in bulk RNA-seq. | TianGzlab/ | 161 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 116 | Visualize Hi-C contact matrices, TADs, loops, and genomic features using matplotlib, cooltools, and HiCExplorer. | FreedomIntelligence/ | 3.1k | 1 repo | ~2.2k | Automated safety check: Pass | No licence | 2 mo ago |
| 117 | Cell segmentation from multiplexed tissue images. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.7k | Automated safety check: Pass | No licence | 2 mo ago |
| 118 | Load and parse mass spectrometry data formats including mzML, mzXML, and quantification tool outputs like MaxQuant proteinGroups.txt. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.2k | Automated safety check: Pass | No licence | 2 mo ago |
| 119 | Cell type assignment from marker expression in IMC data. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.7k | Automated safety check: Pass | No licence | 2 mo ago |
| 120 | Build spatial neighbor graphs for spatial transcriptomics data using Squidpy. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.6k | Automated safety check: Pass | No licence | 2 mo ago |
| 121 | Quality control, filtering, normalization, and feature selection for spatial transcriptomics data. | FreedomIntelligence/ | 3.1k | 1 repo | ~2k | Automated safety check: Pass | No licence | 2 mo ago |
| 122 | Build a knowledge base from web content with Firecrawl. An agent skill from firecrawl/skills. | firecrawl/ | 117 | — | ~612 | Automated safety check: Pass | ISC | 3 days ago |
| 123 | 面向 Nature Portfolio 与高影响力期刊的证据驱动科研绘图技能。用于从原始或汇总数据设计单图与多面板 figure、选择合适图形语法、编写 Python/R 绘图代码、重绘现有图件、生成机制示意图草案、撰写图注并导出可编辑 SVG/PDF 与高分辨率 TIFF/PNG;同时检查数据完整性、颜色可访问性、统计标注和最终尺寸可读性。触发场景包括 Nature… | LeonChaoX/ | 944 | — | ~600 | Automated safety check: Pass | MIT | 2 mo ago |
| 124 | Tests associations between categorical variables in clinical data using chi-square, Fisher's exact, Boschloo, Cochran-Mantel-Haenszel, and modern McNemar variants with calibrated confidence… | GPTomics/ | 1.2k | 2 repos | ~6.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 125 | Performs logistic regression for clinical trial outcomes (binary, ordinal, multinomial) with marginal-vs-conditional estimand reporting per FDA 2023 covariate adjustment guidance… | GPTomics/ | 1.2k | 2 repos | ~7.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 126 | Performs subgroup and heterogeneous treatment effect (HTE) analyses for clinical trials. | GPTomics/ | 1.2k | 2 repos | ~8.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 127 | Map N6-methyladenosine (m6A) RNA modifications at single-nucleotide resolution using miCLIP (Linder 2015), miCLIP2 + m6Aboost machine learning (Kortel 2021), GLORI (Liu 2023, antibody-free chemical… | GPTomics/ | 1.2k | 2 repos | ~5.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 128 | Quality control for pooled CRISPR screens covering library representation, Gini index, log-skew, replicate Pearson and Spearman concordance, essentialome precision-recall AUC against CEGv2 (Hart… | GPTomics/ | 1.2k | 2 repos | ~5.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 129 | 129.Data Extractor Extract numerical data from scientific figure images using Claude vision + OpenCV calibration. | ClawBio/ | 1.2k | — | ~801 | Automated safety check: Pass | MIT | 2 days ago |
| 130 | Detect and correct for horizontal pleiotropy in Mendelian randomization analyses using MR-PRESSO for outlier removal, MR-Egger regression for directional pleiotropy, and Steiger filtering for… | aipoch/ | 1.9k | 1 repo | ~2.9k | Automated safety check: Pass | MIT | 24 days ago |
| 131 | 131.Bulkrna Read Qc Load when checking raw FASTQ quality (Phred / GC / adapter / Q20-Q30) before alignment in bulk RNA-seq. | TianGzlab/ | 161 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 132 | A skill your agent uses when correcting batch effects in merged bulk expression matrices with sample-level batch metadata while preserving biological group structure and generating before-and-after… | aipoch/ | 1.9k | — | ~2.8k | Automated safety check: Pass | MIT | 24 days ago |
| 133 | 133.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 |
| 134 | A skill your agent uses when identifying stable sample subtypes from bulk expression matrices with ConsensusClusterPlus, including PAC-based model selection and consensus matrix/CDF visualization. | aipoch/ | 1.9k | — | ~2k | Automated safety check: Pass | MIT | 24 days ago |
| 135 | A skill your agent uses when validating an existing prognostic risk signature on an external bulk expression cohort with survival outcomes, producing risk scores, Kaplan-Meier curves, risk… | aipoch/ | 1.9k | — | ~3.2k | Automated safety check: Pass | MIT | 24 days ago |
| 136 | Generate standardized figure legends for scientific figures and charts; use when preparing publication-ready legends that summarize design, variables, sample size, and key statistical notes. | aipoch/ | 1.9k | — | ~2.4k | Automated safety check: Pass | MIT | 24 days ago |
| 137 | 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 |
| 138 | A skill your agent uses to run GSVA or ssGSEA pathway-level differential analysis from a bulk expression matrix and a sample group file, then generate a heatmap from the saved GSVA result object. | aipoch/ | 1.9k | — | ~3.9k | Automated safety check: Pass | MIT | 24 days ago |
| 139 | A skill your agent uses when building a sample-level hierarchical clustering dendrogram from a bulk expression matrix and sample annotation table, especially for QC, batch inspection, or sample… | aipoch/ | 1.9k | — | ~3.1k | Automated safety check: Pass | MIT | 24 days ago |
| 140 | 140.Knn Imputation A skill your agent uses when filtering genes with high missingness and then imputing missing values in a bulk expression matrix with group-aware KNN through DMwR2, where donor samples are restricted… | aipoch/ | 1.9k | — | ~2.5k | Automated safety check: Pass | MIT | 24 days ago |
| 141 | Generate statistics for publication-year and journal distributions from local references or PDFs; use when you need standardized Year/Journal tables and a summary without any network access. | aipoch/ | 1.9k | — | ~1.9k | Automated safety check: Pass | MIT | 24 days ago |
| 142 | Use this bioinformatics data analysis skill to construct a database-driven lncRNA-mRNA regulatory network from target lncRNA and/or gene lists by projecting shared miRNA evidence from local ceRNA… | aipoch/ | 1.9k | — | ~2.7k | Automated safety check: Pass | MIT | 24 days ago |
| 143 | A skill your agent uses when you need a standardized R CLI workflow to build a protein-protein interaction network from a local gene list and an offline STRING cache, export node and edge tables… | aipoch/ | 1.9k | — | ~2.2k | Automated safety check: Pass | MIT | 24 days ago |
| 144 | Automates Risk of Bias 2 (ROB2) assessment for RCT papers by analyzing text against specific domains and synthesizing a report. | aipoch/ | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT | 24 days ago |