GitHub organization
Agent skills by aipoch, page 3
Skills by aipoch, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | Acknowledges limitations in sample, design, measurement, and validation in a professional way that improves credibility without undermining the whole paper. | aipoch/ | 2k | — | ~1.7k | Automated safety check: Pass | MIT | 21 days ago |
| 98 | A skill your agent uses when optimizing LinkedIn profiles for doctors, physicians, nurses, healthcare professionals, or medical researchers. | aipoch/ | 2k | — | ~2.7k | Automated safety check: Pass | MIT | 21 days ago |
| 99 | 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/ | 2k | — | ~1.9k | Automated safety check: Pass | MIT | 21 days ago |
| 100 | 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/ | 2k | — | ~2.7k | Automated safety check: Pass | MIT | 21 days ago |
| 101 | 101.Matchms Process, clean, and compare mass spectrometry (MS/MS) spectra with Matchms; use when you need reproducible spectral filtering and similarity scoring for metabolomics workflows. | aipoch/ | 2k | — | ~1.7k | Automated safety check: Pass | MIT | 21 days ago |
| 102 | 102.Matplotlib A low-level plotting library for comprehensive customization. | aipoch/ | 2k | — | ~3.8k | Automated safety check: Pass | MIT | 21 days ago |
| 103 | 103.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/ | 2k | — | ~1.3k | Automated safety check: Pass | MIT | 21 days ago |
| 104 | Generates a meta-analysis baseline characteristics section (text + table) from raw data. | aipoch/ | 2k | — | ~1.7k | Automated safety check: Pass | MIT | 21 days ago |
| 105 | Generates a Meta-analysis results section description for funnel plots, including statistical tables (Egger's, Begg's, Trim & Fill) and figure legends. | aipoch/ | 2k | — | ~1.4k | Automated safety check: Pass | MIT | 21 days ago |
| 106 | Generates Meta-Analysis research titles based on user keywords, utilizing PubMed search results if available, or creative generation otherwise. | aipoch/ | 2k | — | ~1.3k | Automated safety check: Pass | MIT | 21 days ago |
| 107 | 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/ | 2k | — | ~2k | Automated safety check: Pass | MIT | 21 days ago |
| 108 | Generate offline interactive mindmap HTML and convert Markdown, outlines, meeting notes, chapter structures, or JSON trees into markmap-compatible format. | aipoch/ | 2k | — | ~2.7k | Automated safety check: Pass | MIT | 21 days ago |
| 109 | A skill your agent uses when assessing how well a survival model's predicted probabilities agree with observed outcomes by fitting a Cox model and generating bootstrap calibration curves at one or… | aipoch/ | 2k | — | ~2.7k | Automated safety check: Pass | MIT | 21 days ago |
| 110 | Integrates multiple news sources into a single, cohesive press release using an inverted pyramid structure and AP style. | aipoch/ | 2k | — | ~1.6k | Automated safety check: Pass | MIT | 21 days ago |
| 111 | A skill your agent uses when constructing a prognosis nomogram from survival-related clinical predictors, exporting the nomogram bundle and C-index table, and optionally rendering the final nomogram… | aipoch/ | 2k | — | ~2.7k | Automated safety check: Pass | MIT | 21 days ago |
| 112 | Generate a complete NSFC (National Natural Science Foundation of China) General Program grant application in Chinese, following the 2026 official template. | aipoch/ | 2k | — | ~1.5k | Automated safety check: Pass | MIT | 21 days ago |
| 113 | 113.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/ | 2k | — | ~689 | Automated safety check: Pass | MIT | 21 days ago |
| 114 | Clinical research outcome extraction for meta-analysis. An agent skill from aipoch/medical-research-skills. | aipoch/ | 2k | — | ~1.4k | Automated safety check: Pass | MIT | 21 days ago |
| 115 | Generates a structured reading tweet from an academic paper (PDF, Word, or Text), highlighting specific product advantages. | aipoch/ | 2k | — | ~1.8k | Automated safety check: Pass | MIT | 21 days ago |
| 116 | A skill your agent uses when mapping patent claims to products, analyzing patent infringement, or preparing freedom-to-operate analyses. | aipoch/ | 2k | — | ~1.7k | Automated safety check: Pass | MIT | 21 days ago |
| 117 | A skill your agent uses when performing PCA principal component dimensionality reduction on tabular numeric data. | aipoch/ | 2k | — | ~1.5k | Automated safety check: Pass | MIT | 21 days ago |
| 118 | A skill your agent uses when writing medical school personal statements, residency application essays, fellowship statements, or graduate school admissions essays. | aipoch/ | 2k | — | ~2.2k | Automated safety check: Pass | MIT | 21 days ago |
| 119 | Reorganizes a paper into a storyline suitable for scientific posters. | aipoch/ | 2k | — | ~1.4k | Automated safety check: Pass | MIT | 21 days ago |
| 120 | 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/ | 2k | — | ~2.2k | Automated safety check: Pass | MIT | 21 days ago |
| 121 | Assess bias in medical prediction model studies using PROBAST tool. | aipoch/ | 2k | — | ~1.2k | Automated safety check: Pass | MIT | 21 days ago |
| 122 | Assists researchers in generating PROSPERO registration content for meta-analyses from a title and optional protocol. | aipoch/ | 2k | — | ~1.4k | Automated safety check: Pass | MIT | 21 days ago |
| 123 | Build complex Boolean query strings for precise PubMed/MEDLINE literature retrieval. | aipoch/ | 2k | — | ~3.6k | Automated safety check: Pass | MIT | 21 days ago |
| 124 | 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/ | 2k | — | ~1.9k | Automated safety check: Pass | MIT | 21 days ago |
| 125 | 125.Pydeseq Differential gene expression analysis for bulk RNA-seq count matrices using a DESeq2-like workflow in Python; use when you need Wald tests, FDR correction, and optional LFC shrinkage for… | aipoch/ | 2k | — | ~1.8k | Automated safety check: Pass | MIT | 21 days ago |
| 126 | 126.Pyopenms Skill Comprehensive tool for computational mass spectrometry using PyOpenMS; use when you need to read/write MS formats (mzML/mzXML/MGF), run signal processing (smoothing/peak picking), detect isotope… | aipoch/ | 2k | — | ~852 | Automated safety check: Pass | MIT | 21 days ago |
| 127 | 127.Pytdc Therapeutics Data Commons (PyTDC) for AI-ready therapeutic ML datasets and benchmarks; use it when you need standardized dataset loading, meaningful splits (e.g., scaffold/cold-start), and… | aipoch/ | 2k | — | ~1.7k | Automated safety check: Pass | MIT | 21 days ago |
| 128 | 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/ | 2k | — | ~2.1k | Automated safety check: Pass | MIT | 21 days ago |
| 129 | Evaluates bias in medical literature (prognosis studies) using QUAPAS criteria. | aipoch/ | 2k | — | ~1.2k | Automated safety check: Pass | MIT | 21 days ago |
| 130 | A skill your agent uses when creating radiology educational quizzes, preparing board exam questions, or studying medical imaging cases. | aipoch/ | 2k | — | ~1.7k | Automated safety check: Pass | MIT | 21 days ago |
| 131 | Automates Risk of Bias 2 (ROB2) assessment for RCT papers by analyzing text against specific domains and synthesizing a report. | aipoch/ | 2k | — | ~1.5k | Automated safety check: Pass | MIT | 21 days ago |
| 132 | Automates Risk of Bias 2 (ROB2) assessment for RCT papers by analyzing text against specific domains and synthesizing a report. | aipoch/ | 2k | — | ~1.6k | Automated safety check: Pass | MIT | 21 days ago |
| 133 | 133.Reactome Skill Query the Reactome REST API for pathway content and enrichment analyses; use when you need curated pathway data, reaction details, or overrepresentation results for a gene list. | aipoch/ | 2k | — | ~681 | Automated safety check: Pass | MIT | 21 days ago |
| 134 | 134.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/ | 2k | — | ~1.1k | Automated safety check: Pass | MIT | 21 days ago |
| 135 | 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/ | 2k | — | ~1.9k | Automated safety check: Pass | MIT | 21 days ago |
| 136 | A skill your agent uses when you need a standardized R CLI workflow to train a two-class random forest model from an expression-like feature matrix, rank variable importance, and generate… | aipoch/ | 2k | — | ~2.7k | Automated safety check: Pass | MIT | 21 days ago |
| 137 | A skill your agent uses when evaluating diagnostic biomarker performance from case-control expression data with logistic regression and ROC curves, exporting coefficient and AUC tables together with… | aipoch/ | 2k | — | ~2.6k | Automated safety check: Pass | MIT | 21 days ago |
| 138 | A skill your agent uses when performing correlation analysis between two variables including Pearson and Spearman correlation methods. | aipoch/ | 2k | — | ~1.3k | Automated safety check: Pass | MIT | 21 days ago |
| 139 | A skill your agent uses when generating Sankey or alluvial plots from sample annotation tables where rows are samples and selected columns are categorical stages such as risk group, response status… | aipoch/ | 2k | — | ~2.4k | Automated safety check: Pass | MIT | 21 days ago |
| 140 | Local schedule management for adding events, tracking deadlines, generating reminders, and detecting time conflicts when users need offline scheduling with optional popup notifications. | aipoch/ | 2k | — | ~1.1k | Automated safety check: Pass | MIT | 21 days ago |
| 141 | Implements the ScholarEval framework to evaluate scholarly documents; trigger when the user provides a PDF/DOCX/TXT file or pasted text and requests critique, scoring, or quality assessment. | aipoch/ | 2k | — | ~932 | Automated safety check: Pass | MIT | 21 days ago |
| 142 | Simulates a strict SCI peer-review workflow; trigger when a user uploads or pastes a manuscript (PDF/DOC/DOCX/TXT) and requests an innovation score (1–12) plus experimental-logic vulnerability… | aipoch/ | 2k | — | ~1.8k | Automated safety check: Pass | MIT | 21 days ago |
| 143 | Generate professional slide-deck SVG images (not PPTX/PDF) when users ask to “create slides / slide deck / PPT” and need image outputs. | aipoch/ | 2k | — | ~2.5k | Automated safety check: Pass | MIT | 21 days ago |
| 144 | 144.Sop Writer Write GCP-compliant standard operating procedures for laboratory, clinical, or research workflows; use when a reproducible SOP with roles, steps, and control points is required. | aipoch/ | 2k | — | ~2k | Automated safety check: Pass | MIT | 21 days ago |
