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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 2113 | Classify germline variants from VCF/BCF files according to the ACMG/AMP 2015 28-criteria evidence framework and generate clinical-grade interpretation reports with per-variant evidence audit trails… | ClawBio/ | 1.2k | 1 repo | ~3.9k | Automated safety check: Pass | MIT | 2 days ago |
| 2114 | 2114.Crispr Screen Triage Deterministic CRISPR screen hit ranking from local guide-level count tables | ClawBio/ | 1.2k | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 2 days ago |
| 2115 | 2115.De Summary Summarise pre-computed differential expression results with ranked gene lists, biological themes, and publication-ready interpretation. | ClawBio/ | 1.2k | 1 repo | ~2k | Automated safety check: Pass | MIT | 2 days ago |
| 2116 | 2116.Diff Visualizer Rich downstream visualisation and reporting for bulk RNA-seq differential expression and scRNA marker/contrast outputs. | ClawBio/ | 1.2k | 1 repo | ~1.6k | Automated safety check: Pass | MIT | 2 days ago |
| 2117 | 2117.Fastreer Phylogenetic distance matrices and trees from VCF or FASTA data using the fastreeR hybrid Java/Python toolkit (VCF2TREE, VCF2DIST, DIST2TREE, FASTA2DIST). | ClawBio/ | 1.2k | 1 repo | ~3.5k | Automated safety check: Notes | GPL-3.0 | 2 days ago |
| 2118 | 2118.Flow Bio Flow.bio API bridge — authenticate, browse pipelines/samples/projects, search, upload data, launch pipeline executions, and check run status on any Flow instance. | ClawBio/ | 1.2k | 1 repo | ~2.3k | Automated safety check: Pass | MIT | 2 days ago |
| 2119 | 2119.Genome Match Score genetic compatibility across all male-female pairings in a Genomebook generation | ClawBio/ | 1.2k | 1 repo | ~653 | Automated safety check: Pass | MIT | 2 days ago |
| 2120 | 2120.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 |
| 2121 | 2121.Illumina Bridge Import DRAGEN-exported Illumina result bundles into ClawBio for local tertiary analysis and downstream routing. | ClawBio/ | 1.2k | 1 repo | ~3.2k | Automated safety check: Pass | MIT | 2 days ago |
| 2122 | 2122.Lit Synthesizer Search PubMed and bioRxiv for bioinformatics literature, synthesise results into a structured report, and build a citation graph — all locally, with a reproducibility bundle. | ClawBio/ | 1.2k | 1 repo | ~2.5k | Automated safety check: Pass | MIT | 2 days ago |
| 2123 | 2123.Methylation Clock Compute epigenetic age from DNA methylation arrays using PyAging clocks from GEO accessions or local files. | ClawBio/ | 1.2k | 1 repo | ~922 | Automated safety check: Pass | MIT | 2 days ago |
| 2124 | 2124.Multiqc Reporter Aggregates QC reports from any bioinformatics tool outputs (FastQC, fastp, STAR, Picard, samtools, etc.) into a single MultiQC HTML report plus a ClawBio markdown summary with per-sample QC metrics. | ClawBio/ | 1.2k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | 2 days ago |
| 2125 | 2125.Proteomics Clock Compute organ-specific biological age from Olink proteomic data using Goeminne et al. | ClawBio/ | 1.2k | 1 repo | ~2.9k | Automated safety check: Pass | MIT | 2 days ago |
| 2126 | 2126.Proteomics De Differential expression analysis for label-free quantitative (LFQ) intensity data with standard MaxQuant and DIA-NN output. | ClawBio/ | 1.2k | 1 repo | ~1.6k | Automated safety check: Pass | MIT | 2 days ago |
| 2127 | 2127.Rare Disease Rnaseq Blood RNA-seq expression-outlier detection for rare-disease diagnostics. | ClawBio/ | 1.2k | 1 repo | ~1.2k | Automated safety check: Pass | MIT | 2 days ago |
| 2128 | 2128.Recombinator Produce offspring genomes from parent pairs via meiotic recombination, mutation, and clinical evaluation | ClawBio/ | 1.2k | 1 repo | ~651 | Automated safety check: Pass | MIT | 2 days ago |
| 2129 | 2129.Scrna Orchestrator Local Scanpy pipeline for single-cell RNA-seq QC, optional doublet detection, clustering, marker discovery, optional CellTypist annotation, optional latent downstream mode from… | ClawBio/ | 1.2k | 1 repo | ~2.9k | Automated safety check: Pass | MIT | 2 days ago |
| 2130 | 2130.Seq Wrangler NGS read QC, alignment, and BAM processing pipeline. An agent skill from ClawBio/ClawBio. | ClawBio/ | 1.2k | 1 repo | ~2.5k | Automated safety check: Pass | MIT | 2 days ago |
| 2131 | Evidence-grounded target validation scoring with GO/NO-GO decisions for drug discovery campaigns | ClawBio/ | 1.2k | 1 repo | ~2.3k | Automated safety check: Pass | MIT | 2 days ago |
| 2132 | 2132.Turingdb Graph Build, query, and analyse biomedical knowledge graphs in TuringDB, a columnar graph database with git-like versioning. | ClawBio/ | 1.2k | 1 repo | ~4.2k | Automated safety check: Pass | MIT | 2 days ago |
| 2133 | 2133.Variant Annotation Annotate VCF variants with Ensembl VEP REST, ClinVar significance, gnomAD/population frequency context, and prioritized variant ranking. | ClawBio/ | 1.2k | 1 repo | ~2.8k | Automated safety check: Pass | MIT | 2 days ago |
| 2134 | 2134.Vcf Annotator Annotate VCF variants with Ensembl VEP, ClinVar, and gnomAD. | ClawBio/ | 1.2k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | 2 days ago |
| 2135 | Generates professional clinical PDF reports in English from WES (Whole Exome Sequencing) data with clinical interpretation summary, pharmacogenomic alerts, and follow-up recommendations. | ClawBio/ | 1.2k | 1 repo | ~1.8k | Automated safety check: Pass | Proprietary | 2 days ago |
| 2136 | Generates professional clinical PDF reports in Spanish from WES (Whole Exome Sequencing) data with clinical interpretation, pharmacogenomic alerts, and follow-up recommendations. | ClawBio/ | 1.2k | 1 repo | ~2.1k | Automated safety check: Pass | Proprietary | 2 days ago |
| 2137 | 2137.Ginkgo Cloud Lab Guides protocol selection, input preparation, pricing checks, and browser ordering on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio). | K-Dense-AI/ | 48k | 1 repo | ~2.8k | Automated safety check: Pass | MIT | 6 days ago |
| 2138 | 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 |
| 2139 | 2139.Mc Library Personal book journal — track books the user wants to read or has read, prompt for impressions when they finish one, capture their words verbatim, and surface earlier reactions when they want to… | receptron/ | 371 | — | ~2k | Automated safety check: Pass | MIT | yesterday |
| 2140 | 2140.Agentmap Generator Maintain package-level agentmap.md files as outline-level maps of the real file tree and core responsibilities. | MatrixAges/ | 663 | — | ~391 | Automated safety check: Pass | MIT | 4 mo ago |
| 2141 | 2141.Sci Zotero Interact with your Zotero library to sync references, add citations by DOI/ISBN/PMID, and manage PDFs. | ShZhao27208/ | 209 | — | ~452 | Automated safety check: Notes | MIT | 1 mo ago |
| 2142 | 当用户明确要求"从文件/图片/网页/描述中提取综述主题"、"生成主题+关键词+核心问题结构化输出",或要求使用旧名 get-review-theme skill 时使用。支持文件(PDF/Word/Markdown/Tex)、文件夹、图片、自然语言描述、网页 URL 等多种输入源,自动识别输入类型并提取内容,生成可直接用于 research-literature-review… | huangwb8/ | 2.9k | — | ~666 | Automated safety check: Pass | MIT | 7 days ago |
| 2143 | 2143.Merge Merge returned or ready branches into main: one independent review, one fix round, then pnpm pr:land for each branch (it queues them and merges green ones behind one CI run) or an integration bundle… | wlsdks/ | 142 | — | ~178 | Automated safety check: Pass | MIT | yesterday |
| 2144 | Two-stage paper screening - score OpenAlex abstracts, then deep dive into OA full text for specific data extraction | wentorai/ | 858 | — | ~4.8k | Automated safety check: Pass | Unknown | 1 mo ago |
| 2145 | Maintain a file-first, auditable Markdown knowledge base with stable pages, sources, wikilinks, backlinks, indexes, freshness, and reviewable health reports. | holon-run/ | 159 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2146 | 2146.Diagnose Root-cause a failing or wrong empirical result with a disciplined reproduce → minimise → hypothesise → instrument → fix loop, instead of guessing-and-poking. | pedrohcgs/ | 1.7k | — | ~4.2k | Automated safety check: Pass | MIT | 14 days ago |
| 2147 | 2147.Grant Proposal Scaffold a research grant proposal (NSF, NIH, ERC, or foundation) by composing existing primitives — pulls identification strategy from an /interview-me spec, delegates the data-management plan to… | pedrohcgs/ | 1.7k | — | ~3.4k | Automated safety check: Pass | MIT | 14 days ago |
| 2148 | 2148.Interview Me Interactive interview that formalizes a fuzzy research idea into a structured spec (RQ, hypotheses, identification, data needs, empirical strategy). | pedrohcgs/ | 1.7k | — | ~1.8k | Automated safety check: Pass | MIT | 14 days ago |
| 2149 | 2149.Lit Review Structured literature search + synthesis with citation extraction, thematic clustering, and gap identification. | pedrohcgs/ | 1.7k | — | ~1.4k | Automated safety check: Pass | MIT | 14 days ago |
| 2150 | 2150.Power Analysis Compute statistical power, required sample size, and minimum detectable effect (MDE) for a study design, then write a registry-ready power section. | pedrohcgs/ | 1.7k | — | ~2.7k | Automated safety check: Notes | MIT | 14 days ago |
| 2151 | 2151.Preregister Draft a structured preregistration document (OSF, AsPredicted, or AEA RCT Registry style) from a research spec or free-form study description. | pedrohcgs/ | 1.7k | — | ~3.1k | Automated safety check: Pass | MIT | 14 days ago |
| 2152 | 2152.Replication Package Assemble a submission-ready replication package to the AEA Data and Code Availability Standard (DCAS) / openICPSR / Social Science Reproduction Platform expectations — standard replication README… | pedrohcgs/ | 1.7k | — | ~2.8k | Automated safety check: Notes | MIT | 14 days ago |
| 2153 | 2153.Research Ideation Generate structured research questions, testable hypotheses, and candidate empirical strategies from a topic, phenomenon, or dataset description. | pedrohcgs/ | 1.7k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 2154 | 2154.Scaffold Exercises Scaffold a graded problem set with sections, problems, worked solutions, and short "why this matters" explainers across analytical, empirical, and coding types. | pedrohcgs/ | 1.7k | — | ~2k | Automated safety check: Notes | MIT | 14 days ago |
| 2155 | 2155.Seven Pass Review Mechanize Pattern 15 — the seven-pass adversarial review protocol for academic manuscripts. | pedrohcgs/ | 1.7k | — | ~3.3k | Automated safety check: Notes | MIT | 14 days ago |
| 2156 | 2156.Stata Replication End-to-end Stata replication pipeline — scaffolds numbered .do files in scripts/stata/, executes them via the stata-mcp MCP server, captures logs and outputs to output/, and produces… | pedrohcgs/ | 1.7k | — | ~2.1k | Automated safety check: Notes | MIT | 14 days ago |
| 2157 | 2157.Verify Claims Run Chain-of-Verification (CoVe) on a draft or a block of text with factual claims. | pedrohcgs/ | 1.7k | — | ~2.2k | Automated safety check: Pass | MIT | 14 days ago |
| 2158 | 2158.Light Idea Critique Light 科研主线第 4 步·审 idea:以顶会审稿人标准严审 idea,撞车/无创新 fatal flaw 一票否决(critical 门), 逼出真能发表的 idea。何时用:用户问"这 idea 行不行/够不够新/能不能发""帮我严审/挑刺/找致命问题" / idea 定稿前把关 / 收到 idea-generation 的候选要审 / 怀疑撞车(被人做过)。触发词:审 idea /… | Light0305/ | 640 | — | ~4.7k | Automated safety check: Pass | MIT | 3 mo ago |
| 2159 | 2159.Light Research Plan Light 科研主线第 5 步·研究方案与实验设计:把 idea-critique 放行的 idea 与 data feasibility 拆成能真执行、能写进论文、 能复现的 question/estimand、实验矩阵与预注册包。何时用:idea 已通过审查要落地 / 要设计实验·消融·对比·敏感性· 泛化·鲁棒性 / 写研究方案 PROJECTPLAN / 锁 primary… | Light0305/ | 640 | — | ~5.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 2160 | Build auditable peer-review revision and author-response packages for Light stage 13. | Light0305/ | 640 | — | ~3.5k | Automated safety check: Pass | MIT | 3 mo ago |