SkillData & Analytics
Literature Agent v1.0.0
Literature mining agent v2.0.0 for novel drug discovery:
◈OpenClaw
By modbenderOriginal project
MIT · FreeView skill
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SkillData & Analytics
COPYRIGHT NOTICE
AI-powered homologous recombination deficiency (HRD) analysis for PARP inhibitor response prediction using genomic scarring signatures and BRCA pathway assessment.
◈OpenClaw
By FreedomIntelligenceOriginal project
MIT · FreeView skill
SkillData & Analytics
Mechanism-to-Validation Planner
Extends a mechanistic or association-level biomedical finding into a staged validation pathway that moves from descriptive evidence toward stronger functional support, mechanistic specificity, and clinical relevance. Use this skill when a user has a pathway, biomarker, cell-state, target, mechani...
✳Claude Code>_Codex◈OpenClaw+1
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
IEC 62304 Lifecycle Manager Skill
Medical device software lifecycle management skill implementing IEC 62304 requirements
✳Claude Code>_Codex◈OpenClaw+1
By a5c-aiOriginal project
MIT · FreeView skill
SkillData & Analytics
Software V&V Test Generator Skill
Medical device software verification and validation test case generation skill
◈OpenClaw
By a5c-aiOriginal project
MIT · FreeView skill
SkillData & Analytics
PubMed Literature Miner
Biomedical literature mining using PubMed/MEDLINE for systematic review support
◈OpenClaw
By a5c-aiOriginal project
MIT · FreeView skill
SkillData & Analytics
UDI Labeling Generator Skill
Unique Device Identification (UDI) and labeling compliance skill for generating compliant labels and device identifiers
✳Claude Code>_Codex◈OpenClaw+1
By a5c-aiOriginal project
MIT · FreeView skill
SkillData & Analytics
COPYRIGHT NOTICE
Multi-agent research literature analysis
✳Claude Code
By FreedomIntelligenceOriginal project
MIT · FreeView skill
SkillData & Analytics
liquid-biopsy-analytics-agent
---name: liquid-biopsy-analytics-agent description: AI-powered comprehensive liquid biopsy analysis integrating ctDNA, CTCs, exosomes, and cfRNA for cancer detection, monitoring, and treatment guidance. license: MIT metadata: author: AI Group version: "1.0.0" created: "2026-01-19" compatibility:
◈OpenClaw
By mdbabumiamssmOriginal project
MIT · FreeView skill
SkillData & Analytics
COPYRIGHT NOTICE
Calculates and harmonizes Tumor Mutational Burden (TMB) across platforms to predict immunotherapy response.
✳Claude Code>_Codex◈OpenClaw+1
By FreedomIntelligenceOriginal project
MIT · FreeView skill
SkillData & Analytics
ADME Property Predictor
Predict ADME (Absorption, Distribution, Metabolism, Excretion) properties
◈OpenClaw
By LeoYeAIOriginal project
MIT · FreeView skill
SkillData & Analytics
Matchms
Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization, compound ID, for metabolomics and MS data processing.
◈OpenClaw
By davila7Original project
MIT · FreeView skill
SkillData & Analytics
Single-Cell RNA-seq Quality Control
Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy best practices for...
◈OpenClaw
By anthropicsOriginal project
Apache-2.0 · FreeView skill
SkillData & Analytics
AnnData
This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measurements with metadata, or handling large-scale biological datasets. Use when tasks involve AnnData objects, h5ad files, single-cell RNA-seq dat...
✳Claude Code>_Codex↗Cursor+1
By DicklesworthstoneOriginal project
MIT · FreeView skill
SkillData & Analytics
Benchling Integration
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
◈OpenClaw
By DicklesworthstoneOriginal project
MIT · FreeView skill
SkillData & Analytics
Decision Curve Analysis
Use when evaluating the clinical utility of a binary prediction model from a single clinical CSV file by fitting a logistic decision-curve model, plotting decision and clinical-impact curves, and exporting summary outputs. NOT for: survival calibration, ROC-only discrimination analysis, nomogram ...
◈OpenClaw
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
Time-Dependent ROC Analysis
Use when performing time-dependent ROC curve analysis for survival data with follow-up time, event status, and a numeric marker. Supports CSV/TXT/TSV/Excel input, `risk_score` as the default marker unless `--marker_col` is provided, parameter validation, standardized output directories, AUC table...
◈OpenClaw
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
Bioinformatics Translational Opportunity Finder
Identifies translationally meaningful paths for bioinformatics findings by mapping omics or computational discoveries to diagnosis, stratification, prognosis, treatment-response, monitoring, or target-nomination use cases, while auditing bridge evidence, assayability, and validation burden. Use t...
✳Claude Code>_Codex◈OpenClaw+1
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
Biomarker Landscape Scanner
Scans the biomarker landscape of a disease area by biomarker type, clinical/research use case, evidence layer, validation status, and maturity level. Use this skill when a user wants a field-level biomarker evidence map rather than a generic literature summary. Always separate exploratory biomark...
✳Claude Code>_Codex◈OpenClaw+1
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
Batch Effect Correction
Use when correcting batch effects in merged bulk expression matrices with sample-level batch metadata while preserving biological group structure and generating before-and-after QC plots. NOT for: single-cell integration, raw FASTQ processing, differential expression without batch labels, or data...
◈OpenClaw
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
Gene Protein Expression Matrix Normalization
Use when normalizing bulk gene or protein expression matrices with log2 transform, z-score standardization, or min-max scaling before downstream visualization or exploratory analysis. NOT for count-model normalization such as TPM/DESeq2 size factors, batch correction, or single-cell preprocessing.
◈OpenClaw
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
Differential Expression Analysis
Use when analyzing bulk RNA-seq or microarray expression data to identify differentially expressed genes between two biological groups (case vs control), with volcano plots and heatmap visualization. NOT for:single-cell RNA-seq, methylation analysis, non-expression data.
◈OpenClaw
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
Method Gap Detector
Detects methodological gaps across study design, analysis, validation, bias control, reproducibility, and implementation readiness within a biomedical research area. Use this skill when a user wants to identify what current studies are still methodologically missing, which weaknesses are most con...
◈OpenClaw
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
ROC Diagnostic Performance
Use when evaluating diagnostic biomarker performance from case-control expression data with logistic regression and ROC curves, exporting coefficient and AUC tables together with a ROC PDF. NOT for: survival analysis, time-to-event outcomes, multiclass classification, calibration curves, decision...
◈OpenClaw
By aipochOriginal project
MIT · FreeView skill
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