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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 2209 | Structures and writes discussion sections for academic papers and research reports. | aipoch/ | 1.9k | — | ~2.5k | Automated safety check: Pass | MIT | 24 days ago |
| 2210 | 2210.Ensembl Database Access Ensembl REST API for vertebrate genomic data; use when you need gene/ID lookups, sequence retrieval, variant effect prediction (VEP), or homology/assembly coordinate mapping. | aipoch/ | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT | 24 days ago |
| 2211 | A skill your agent uses to compute ESTIMATE immune-related microenvironment scores from a bulk expression matrix, generate an ESTIMATE score heatmap, and optionally generate group-wise ESTIMATE… | aipoch/ | 1.9k | — | ~3.1k | Automated safety check: Pass | MIT | 24 days ago |
| 2212 | 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 |
| 2213 | 2213.Figure Legend Gen 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 |
| 2214 | 2214.Figure Legend Writer 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 |
| 2215 | 2215.Gene Database Query the NCBI Gene database via E-utilities and the NCBI Datasets API; use it when you need to search genes by symbol/ID and retrieve annotations (RefSeq, GO, location, phenotype) for single or… | aipoch/ | 1.9k | — | ~1.3k | Automated safety check: Pass | MIT | 24 days ago |
| 2216 | A skill your agent uses when normalizing bulk gene or protein expression matrices with log2 transform, z-score standardization, or min-max scaling before downstream visualization or exploratory… | aipoch/ | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT | 24 days ago |
| 2217 | 2217.Geo Search API Search for gene expression DataSets and Profiles in the NCBI GEO database. | aipoch/ | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | 24 days ago |
| 2218 | 2218.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 |
| 2219 | 2219.Grant Mock Reviewer Simulate structured grant peer review for biomedical proposals; use when stress-testing significance, innovation, approach, feasibility, and reviewer-facing weaknesses before submission. | aipoch/ | 1.9k | — | ~3.5k | Automated safety check: Pass | MIT | 24 days ago |
| 2220 | Assist with biomedical grant proposal drafting, structure, and revision; use when preparing fundable proposal sections, aligning aims and methods, or improving reviewer-facing clarity. | aipoch/ | 1.9k | — | ~2.6k | Automated safety check: Pass | MIT | 24 days ago |
| 2221 | Writes Specific Aims pages for grant applications. An agent skill from aipoch/medical-research-skills. | aipoch/ | 1.9k | — | ~1.8k | Automated safety check: Pass | MIT | 24 days ago |
| 2222 | 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 |
| 2223 | 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 |
| 2224 | Assists researchers in generating INPLASY registration content for meta-analyses from a title and optional protocol. | aipoch/ | 1.9k | — | ~1.1k | Automated safety check: Pass | MIT | 24 days ago |
| 2225 | 2225.Kegg API Access the KEGG database API to retrieve biological data (genes, pathways, compounds, drugs). | aipoch/ | 1.9k | — | ~1.6k | Automated safety check: Pass | MIT | 24 days ago |
| 2226 | 2226.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 |
| 2227 | Acknowledges limitations in sample, design, measurement, and validation in a professional way that improves credibility without undermining the whole paper. | aipoch/ | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | 24 days ago |
| 2228 | 2228.Linkedin Optimizer A skill your agent uses when optimizing LinkedIn profiles for doctors, physicians, nurses, healthcare professionals, or medical researchers. | aipoch/ | 1.9k | — | ~2.7k | Automated safety check: Pass | MIT | 24 days ago |
| 2229 | 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 |
| 2230 | 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 |
| 2231 | 2231.Medchem Medicinal chemistry screening filters for compound prioritization; use when you need to apply drug-likeness rules, PAINS/structural alerts, and complexity metrics to triage or optimize libraries. | aipoch/ | 1.9k | — | ~1.3k | Automated safety check: Pass | MIT | 24 days ago |
| 2232 | Generates a meta-analysis baseline characteristics section (text + table) from raw data. | aipoch/ | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | 24 days ago |
| 2233 | 2233.Meta Title Generator Generates Meta-Analysis research titles based on user keywords, utilizing PubMed search results if available, or creative generation otherwise. | aipoch/ | 1.9k | — | ~1.3k | Automated safety check: Pass | MIT | 24 days ago |
| 2234 | Extract experimental methods from one or more papers into a structured protocol-oriented summary; use when comparing methods across studies or drafting reproducible procedures. | aipoch/ | 1.9k | — | ~2k | Automated safety check: Pass | MIT | 24 days ago |
| 2235 | 2235.Nsfc Grant Writer Generate a complete NSFC (National Natural Science Foundation of China) General Program grant application in Chinese, following the 2026 official template. | aipoch/ | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT | 24 days ago |
| 2236 | 2236.Openalex DB Access the OpenAlex database (240M+ scholarly works) for bibliometric analysis, literature search, and citation tracking; use when you need to query works/authors/institutions/concepts without an… | aipoch/ | 1.9k | — | ~689 | Automated safety check: Pass | MIT | 24 days ago |
| 2237 | Clinical research outcome extraction for meta-analysis. An agent skill from aipoch/medical-research-skills. | aipoch/ | 1.9k | — | ~1.4k | Automated safety check: Pass | MIT | 24 days ago |
| 2238 | 2238.Personal Statement A skill your agent uses when writing medical school personal statements, residency application essays, fellowship statements, or graduate school admissions essays. | aipoch/ | 1.9k | — | ~2.2k | Automated safety check: Pass | MIT | 24 days ago |
| 2239 | Reorganizes a paper into a storyline suitable for scientific posters. | aipoch/ | 1.9k | — | ~1.4k | Automated safety check: Pass | MIT | 24 days ago |
| 2240 | 2240.Ppi Network Analysis 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 |
| 2241 | Assists researchers in generating PROSPERO registration content for meta-analyses from a title and optional protocol. | aipoch/ | 1.9k | — | ~1.4k | Automated safety check: Pass | MIT | 24 days ago |
| 2242 | Build complex Boolean query strings for precise PubMed/MEDLINE literature retrieval. | aipoch/ | 1.9k | — | ~3.6k | Automated safety check: Pass | MIT | 24 days ago |
| 2243 | Generate ~5 actionable research topic recommendations by querying PubMed E-utilities; use when a user provides a research direction/constraints and needs evidence-backed topic ideas quickly. | aipoch/ | 1.9k | — | ~1.9k | Automated safety check: Pass | MIT | 24 days ago |
| 2244 | 2244.Quality Assessment Automates critical appraisal and quality assessment for research papers by analyzing text against established methodological standards (such as risk of bias tools, quality checklists, or reporting… | aipoch/ | 1.9k | — | ~2.1k | Automated safety check: Pass | MIT | 24 days ago |
| 2245 | 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 |
| 2246 | Automates Risk of Bias 2 (ROB2) assessment for RCT papers by analyzing text against specific domains and synthesizing a report. | aipoch/ | 1.9k | — | ~1.6k | Automated safety check: Pass | MIT | 24 days ago |
| 2247 | 2247.Reference Finder Automatically finds and ranks PubMed references for each sentence in scientific text; use when you need titles, DOIs, and brief recommendation reasons from the PubMed E-utilities API. | aipoch/ | 1.9k | — | ~1.1k | Automated safety check: Pass | MIT | 24 days ago |
| 2248 | Download academic papers from open-access sources when the user provides a DOI/arXiv ID or requests a keyword-based paper search, and return the saved PDF path. | aipoch/ | 1.9k | — | ~1.9k | Automated safety check: Pass | MIT | 24 days ago |
| 2249 | A skill your agent uses when estimating immune infiltration from bulk RNA-seq expression matrices with ssGSEA/GSVA, comparing case versus control groups, and generating downstream immune-score… | aipoch/ | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | 24 days ago |
| 2250 | Determines the appropriate Risk of Bias assessment scale for a medical study based on its design (RCT, Cohort, etc.), using PubMed metadata lookup or text analysis. | aipoch/ | 1.9k | — | ~1.6k | Automated safety check: Pass | MIT | 24 days ago |
| 2251 | 2251.Tone Adjuster A skill your agent uses when converting medical text between academic and patient-friendly tones, translating medical jargon for patients, adapting research papers for public audiences, or rewriting… | aipoch/ | 1.9k | — | ~2.3k | Automated safety check: Pass | MIT | 24 days ago |
| 2252 | 2252.Umap Tsne Analysis A skill your agent uses when performing sample-level dimensionality reduction and visualization on abundance or OTU-style matrices with a companion group file, generating UMAP and/or t-SNE… | aipoch/ | 1.9k | — | ~2.7k | Automated safety check: Pass | MIT | 24 days ago |
| 2253 | 2253.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 |
| 2254 | 2254.Wgcna Analysis A skill your agent uses when building a weighted gene co-expression network from a bulk expression matrix and a sample group file, filtering variable genes by MAD, identifying co-expression modules… | aipoch/ | 1.9k | — | ~2.9k | Automated safety check: Pass | MIT | 24 days ago |
| 2255 | 2255.Research Ideation Generate research questions from economic phenomena. An agent skill from meleantonio/awesome-econ-ai-stuff. | meleantonio/ | 646 | 1 repo | ~1.5k | Automated safety check: Pass | Unknown | 15 days ago |
| 2256 | 2256.Graph Interpretation A skill your agent uses when interpreting scientific graphs and charts, explaining data visualizations for research presentations, writing figure captions for publications, or analyzing trends in… | aipoch/ | 1.9k | — | ~3.4k | Automated safety check: Pass | MIT | 24 days ago |
