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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | Identifies super-enhancers from H3K27ac, MED1, or BRD4 ChIP-seq using ROSE, ROSE2, LILY, HOMER -style super, and ENCODE dELS cross-referencing. | GPTomics/ | 1.2k | 2 repos | ~4.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 98 | 98.Bio Sra Data Download raw sequencing reads from NCBI SRA using sra-tools (prefetch, fasterq-dump, vdb-validate) or the ENA mirror. | GPTomics/ | 1.2k | 2 repos | ~4k | Automated safety check: Pass | MIT | 1 mo ago |
| 99 | 99.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 |
| 100 | ADR-152 — weighted similarity between two harness fingerprints (genome + score JSON). | ruvnet/ | 74k | — | ~866 | Automated safety check: Notes | MIT | yesterday |
| 101 | 101.Fact Checker Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation. | daymade/ | 1.4k | 1 repo | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 102 | Use Boltz2 NIM for biomolecular structure prediction and binding affinity. | NVIDIA/ | 3.6k | 1 repo | ~1.4k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 103 | 103.Add Journal A skill your agent uses when a target journal has no profile yet. | Aperivue/ | 333 | — | ~2.6k | Automated safety check: Pass | MIT | 6 days ago |
| 104 | 104.Setup Medsci A skill your agent uses when a skill fails for a missing tool or the environment needs checking. | Aperivue/ | 333 | — | ~960 | Automated safety check: Pass | MIT | 6 days ago |
| 105 | A skill your agent uses when routing Alibaba Cloud Model Studio requests to the right local skill (Qwen text, coder, deep research, image, video, audio, search and multimodal skills). | cinience/ | 397 | — | ~1.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 106 | Help users master the transition from manual coding to managing AI-driven development workflows by focusing on high-level direction, parallel tasking, and rigorous automated review. | RefoundAI/ | 1.4k | — | ~1.7k | Automated safety check: Pass | MIT | 2 mo ago |
| 107 | Queries ClinVar for variant pathogenicity classifications, ClinGen VCEP curations, and somatic-vs-germline interpretations via REST API, weekly VCF, or bulk XML. | GPTomics/ | 1.2k | 2 repos | ~5.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 108 | Query protein-protein and gene interaction databases (STRING, BioGRID, IntAct, SIGNOR, Reactome, HuRI, HuMAP, OmniPath, ConsensusPathDB, DIP). | GPTomics/ | 1.2k | 2 repos | ~5.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 109 | 109.Just PRs MCP Compute evidence-aware polygenic risk scores from a local VCF or WGS file through the validated just-prs engine and a pinned local just-prs MCP server. | ClawBio/ | 1.2k | — | ~3.5k | Automated safety check: Pass | MIT | 2 days ago |
| 110 | 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 |
| 111 | Agent-callable Perplexity tools — ask web-grounded questions with citations, run and poll deep research, list models, and search the web. | zapier/ | 177 | — | ~3k | Automated safety check: Pass | Elastic-2.0 | 1 mo ago |
| 112 | 112.Uniprot Database 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 |
| 113 | 113.Review R Read-only R code review protocol for .R scripts. An agent skill from pedrohcgs/claude-code-my-workflow. | pedrohcgs/ | 1.7k | — | ~430 | Automated safety check: Pass | MIT | 13 days ago |
| 114 | 114.Bio Seq Objects Create and manipulate Seq, MutableSeq, and SeqRecord objects using Biopython. | GPTomics/ | 1.2k | 1 repo | ~2.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 115 | Runs and configures curated nf-core community Nextflow pipelines (rnaseq, sarek, atacseq, methylseq, ampliseq, taxprofiler, fetchngs) reproducibly, pinning the pipeline revision with -r and… | GPTomics/ | 1.2k | 1 repo | ~4.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 116 | Authors bioinformatics pipelines in WDL (Workflow Description Language) run by Cromwell or miniwdl, targeting the GATK/Broad and Terra/AnVIL/BioData Catalyst cloud ecosystem, with tasks, workflows… | GPTomics/ | 1.2k | 1 repo | ~3.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 117 | 117.Aer Workflow A skill your agent uses when deciding which AER-skills sub-skill to use next, before choosing a specialized skill or after a user asks how to sequence manuscript work from topic selection through… | brycewang-stanford/ | 4.6k | — | ~2.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 118 | 118.Jacobian Math Use Jacobian’s typed operations when exact computation or structural analysis can help solve a mathematical problem. | morluto/ | 220 | — | ~214 | Automated safety check: Pass | MIT | 6 days ago |
| 119 | 119.Idea Creator Generate and rank research ideas given a broad direction. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 4 repos | ~3.9k | Automated safety check: Warn | No licence | 4 mo ago |
| 120 | A skill your agent uses for all requirements-related work in a MATLAB MBSE project using the Requirements Toolbox (slreq). | matlab/ | 184 | — | ~6.3k | Automated safety check: Pass | Unknown | yesterday |
| 121 | A skill your agent uses when the user wants to generate or edit images with Google's Nanobanana/Gemini image models using the official Gemini API shape, or when they need publication-style… | LeoYeAI/ | 2.2k | — | ~4.5k | Automated safety check: Pass | MIT | 2 mo ago |
| 122 | 122.Cadec Query Query the CADEC (CSIRO Adverse Drug Event Corpus). An agent skill from QSong-github/DrugClaw. | QSong-github/ | 116 | 1 repo | ~471 | Automated safety check: Pass | No licence | 1 mo ago |
| 123 | 123.Add Tool Scaffold a new MCP tool definition. An agent skill from cyanheads/pubmed-mcp-server. | cyanheads/ | 158 | — | ~19k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 124 | 124.Ask Context-aware Q&A with auto context gathering. An agent skill from sd0xdev/sd0x-harness. | sd0xdev/ | 192 | — | ~2.1k | Automated safety check: Notes | MIT | 3 days ago |
| 125 | 125.Setup This skill should be used when user encounters "paper-search MCP error", "Docker not found", "Docker not running", "paper search not working", or needs help configuring paper search integration. | fcakyon/ | 1.2k | — | ~147 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 126 | A skill your agent uses when refactoring research code for publication, adding documentation to existing analysis scripts, creating reproducible computational workflows, or preparing code for… | aipoch/ | 1.9k | — | ~3.1k | Automated safety check: Pass | MIT | 24 days ago |
| 127 | Orders and orients assembled contigs into chromosome-scale scaffolds from long-range linking data, inserting N-gap spacers (adds no sequence). | GPTomics/ | 1.2k | 1 repo | ~5.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 128 | 128.Synthetic Data Generate structurally realistic synthetic datasets for pipeline prototyping, test coverage, or prospective power analysis. | flonat/ | 146 | — | ~2.5k | Automated safety check: Pass | MIT | 12 days ago |
| 129 | Dense, machine-readable API reference for PyFixest — high-dimensional fixed-effects OLS/WLS/IV and Poisson (feols, fepois, feglm), clustered/robust standard errors, R-style formula syntax, and… | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Notes | Unknown | 6 days ago |
| 130 | 130.Review R R code review for the sewage project. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 131 | Search Google, Bing, Google News and Google Scholar, and read public pages, through the Serply MCP server. | davepoon/ | 3.6k | — | ~865 | Automated safety check: Pass | MIT | 2 days ago |
| 132 | Query STRING REST API for PPIs (59M proteins, 20B interactions, 5000+ species). | jaechang-hits/ | 374 | 1 repo | ~4.2k | Automated safety check: Pass | CC-BY-4.0 | 12 days ago |
| 133 | A skill your agent uses when completing tasks, implementing major features, or before merging. | RedWoodOG/ | 177 | — | ~1.5k | Automated safety check: Pass | MIT | 4 mo ago |
| 134 | Programmatic access to the PubChem database (via PUG-REST API and PubChemPy) for searching chemical compounds, retrieving physicochemical properties, performing structure similarity/substructure… | aipoch/ | 1.9k | — | ~954 | Automated safety check: Pass | MIT | 24 days ago |
| 135 | Converts research text into a Mermaid technical roadmap flowchart. | aipoch/ | 1.9k | — | ~1.6k | Automated safety check: Pass | MIT | 24 days ago |
| 136 | 136.Causal Inference Add causal reasoning to agent actions. An agent skill from sundial-org/awesome-openclaw-skills. | sundial-org/ | 663 | — | ~1.9k | Automated safety check: Pass | No licence | 7 mo ago |
| 137 | 137.Gsd Debugger Investigates bugs using scientific method, manages debug sessions, handles checkpoints. | allgpt-co/ | 488 | — | ~5.2k | Automated safety check: Pass | MIT | 5 days ago |
| 138 | Query ClinVar for variant pathogenicity classifications, review status, and disease associations via REST API or local VCF. | FreedomIntelligence/ | 3.1k | — | ~1.4k | Automated safety check: Pass | No licence | 2 mo ago |
| 139 | Query gnomAD for population allele frequencies to assess variant rarity. | FreedomIntelligence/ | 3.1k | — | ~1.7k | Automated safety check: Pass | No licence | 2 mo ago |
| 140 | 140.Field Test Exercise tools, resources, and prompts against a live HTTP server via MCP JSON-RPC over curl. | cyanheads/ | 158 | — | ~11k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 141 | A skill your agent uses when designing a GEO Signal Monitor, AI answer monitoring system, citation tracking plan, brand-fact correction loop, GEO monthly report, alert rules, dashboard fields, or… | yaojingang/ | 871 | — | ~799 | Automated safety check: Pass | MIT | 10 days ago |
| 142 | 142.Exa Debug Bundle Produce a minimal Exa diagnostic bundle that preserves reproducibility without exposing credentials, queries, retrieved content, or customer data. | jeremylongshore/ | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 143 | Run asynchronous Exa Agent research with a bounded schema, effort, terminal-state policy, citations, and cleanup decision. | jeremylongshore/ | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 144 | Audit an Exa integration for stale search types, unsafe secrets, ignored partial failures, unbounded content work, weak citations, and orphaned asynchronous resources. | jeremylongshore/ | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |