Research & Science · By aipoch

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/medical-research-skills

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/medical-research-skills

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/medical-research-skills

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/medical-research-skills

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/medical-research-skills

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/medical-research-skills

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/medical-research-skills

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/medical-research-skills

Generates a PROSPERO-compliant Meta-analysis protocol based on Title and PICOS.

aipoch/medical-research-skills

A skill your agent uses when finding open access journals, checking journal policies, or identifying predatory publishers.

aipoch/medical-research-skills

Refines long medical academic texts into SCI-style unstructured Chinese and English abstracts; use when you need to condense drafts/reports/summaries into bilingual abstracts and generate…

aipoch/medical-research-skills

Cloud laboratory platform for automated protein testing and validation; use when you have designed protein sequences and need wet-lab experimental validation (e.g., binding, expression…

aipoch/medical-research-skills

Classifies and organizes literature by theme, method, and conclusion; use when you need to batch-read a folder of PDF/MD/DOCX/TXT files and output a structured CSV for literature reviews and…

aipoch/medical-research-skills

Bioinformatics literature analysis workflow extraction and customized plan design.

aipoch/medical-research-skills

Generates structured biomedical outlines for review articles, discussion sections, and thesis proposals.

aipoch/medical-research-skills

Access Cellosaurus database for cell line information and release data.

aipoch/medical-research-skills

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/medical-research-skills

Access CrossRef metadata for scholarly works; use when you need to resolve a DOI or search CrossRef to retrieve bibliographic details, citation/reference counts, or funder information for research…

aipoch/medical-research-skills

NGS analysis toolkit. An agent skill from aipoch/medical-research-skills.

aipoch/medical-research-skills

Access ENCORI (StarBase) database for miRNA-target, RNA-RNA, and other regulatory data.

aipoch/medical-research-skills

Compare experimental method details between two Zotero PDF papers, identify protocol differences (ratios, dosages, timing, conditions), search supporting literature to explain why they differ, and…

aipoch/medical-research-skills

A skill your agent uses when analyzing FASTQC quality reports from sequencing data, identifying quality issues in NGS datasets, or troubleshooting sequencing problems.

aipoch/medical-research-skills

Retrieves comprehensive gene information including PubMed publication counts, NCBI summaries, and Ensembl transcript data.

aipoch/medical-research-skills

A skill your agent uses when performing GO and KEGG enrichment on a gene list from bulk RNA-seq or microarray studies, then generating a combined GO/KEGG dot chart.

aipoch/medical-research-skills

Converts LabArchives notebook data, entry metadata, and authorized ELN exports into manuscript-ready academic writing outputs such as Methods sections, data-availability statements, reproducibility…

aipoch/medical-research-skills

Filter literature by publication year, journal, and predefined screening rules to produce inclusion/exclusion lists; use when conducting preliminary screening or systematic review screening to…

aipoch/medical-research-skills

Generates a patient-friendly medical case report tweet from case images and disease name.

aipoch/medical-research-skills

A multi-stage workflow for writing long-form medical reviews; used when the user needs to build an outline based on PubMed literature, write chapter by chapter, perform supplementary searches, and…

aipoch/medical-research-skills

Vector database retrieval and evidence-based answering for medical research topics.

aipoch/medical-research-skills

Generates scientifically sound inclusion and exclusion criteria for Meta-Analysis based on a given title or keywords.

aipoch/medical-research-skills

Analyzes the feasibility of a proposed Meta-analysis topic by searching for existing Meta-analyses and Clinical Trials on PubMed/ClinicalTrials.gov.

aipoch/medical-research-skills

Generates PI(E)COS structure (Population, Intervention, Comparator, Outcomes, Study Design) from Meta-analysis or study titles.

aipoch/medical-research-skills

Analyzes forest plots for meta-analysis, generating detailed descriptions and formatting figure legends in Chinese or English.

aipoch/medical-research-skills

Generates the "Risk of Bias" results section for a meta-analysis based on assessment tables and statistics.

aipoch/medical-research-skills

Generates the "Results" section for meta-analysis sensitivity analysis based on statistical tables and titles.

aipoch/medical-research-skills

Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors.

aipoch/medical-research-skills

Conduct professional peer reviews for papers or theses, providing structured evaluations and improvement suggestions; use when you need a pre-submission assessment, an internal review, or academic…

aipoch/medical-research-skills

Comprehensive reproducibility tool — audit Methods completeness for replication AND promote open science best practices (pre-registration, FAIR data, code sharing, replication design, reporting…

aipoch/medical-research-skills

Generates a weekly academic literature report based on keywords using PubMed.

aipoch/medical-research-skills

Helps organize reviewer comments and generate a standardized Word (.docx) response letter that maps each change to its exact location (page/paragraph/line).

aipoch/medical-research-skills

Standard single-cell RNA-seq analysis pipeline. An agent skill from aipoch/medical-research-skills.

aipoch/medical-research-skills

Generates science popularization articles with titles and outlines based on medical topics and style preferences.

aipoch/medical-research-skills

Access Scite.ai Smart Citations to classify how a paper is cited (supporting, contrasting, mentioning) and assess scientific claims; use it when you need to evaluate a paper’s reliability or its…

aipoch/medical-research-skills

Generate concise (typically 1–4 pages) patient-centered medical treatment plans in LaTeX/PDF when a clinician needs an actionable plan with SMART goals, evidence-based interventions, monitoring, and…

aipoch/medical-research-skills

Deep generative models for single-cell omics; use when you need probabilistic batch correction (scVI), transfer learning, uncertainty-aware differential expression, or multimodal integration…

aipoch/medical-research-skills

Transform lengthy academic papers into concise, structured 250-word abstracts.

aipoch/medical-research-skills

Precision editing tool that reduces abstract word count through intelligent compression techniques, maintaining scientific rigor while meeting strict journal and conference requirements.

aipoch/medical-research-skills

Intelligent medical abbreviation disambiguation tool that resolves ambiguous acronyms using clinical context, specialty-specific knowledge, and document-level semantic analysis.

aipoch/medical-research-skills