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Agent skills

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Agent skill

Motion Pipeline Skill

CPU-only motion data processing pipeline for game animation: BVH import, contact detection, root decomposition, motion blending, FABRIK IK. No GPU required.

OpenClawDesign
notque445
Agent skill

Image Subject Assets

Image processing and design asset generation. Use when given a single ordinary image and asked to extract the main subject, clean it to a transparent PNG, or adapt it into Apple platform assets such as Mac menu bar icons, app icons, Spotlight/Settings icons, App Store screenshots, iMessage icons,...

OpenClawDesign
SemiStack0
Agent skill

Immunogenicity Scoring

Rank and prioritize neoantigen/epitope candidates by likely T-cell response using NeoFox feature annotation, PRIME2.0, BigMHC-IM, the Łuksza/Balachandran fitness model (agretopicity + foreignness), and pVACtools tiering. Encodes the field's hard truths that immunogenicity is the least-solved laye...

ClaudeCodexOpenClawEducation & Research
GPTomics1,232
Agent skill

Pydicom Medical Imaging

Pure Python DICOM for medical imaging (CT, MRI, X-ray, ultrasound). Read/write DICOM, pixels as NumPy, edit tags, windowing (VOI LUT), PHI anonymization, build DICOM, series→3D volumes. Use histolab for WSI pathology; nibabel for NIfTI.

OpenClawData & Analytics
jaechang-hits385
Agent skill

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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 condition/batch/covariate designs.

OpenClawData & Analytics
aipoch2,022
Agent skill

biopython-advanced

Advanced Biopython modules for motifs, population genetics, sequence utilities, restriction analysis, clustering, and GenomeDiagram visualization; use when you need extended bioinformatics analysis beyond basic sequence I/O and alignment.

OpenClawData & Analytics
aipoch2,022
Agent skill

biopython-alignment

Sequence alignment and alignment file processing with Biopython (Bio.Align/Bio.AlignIO), triggered when you need global/local pairwise alignment, MSA read/write/format conversion, or alignment statistics/filtering.

OpenClawData & Analytics
aipoch2,022
Agent skill

Model Validation for Biomedical and Omics Data

Validates predictive models on omics and biomedical data with nested cross-validation, group/batch/temporal-aware splits, the full data-leakage taxonomy, probability calibration, decision-curve net benefit, optimism correction, sample-size planning, and TRIPOD+AI reporting. Use when estimating mo...

ClaudeCodexOpenClawData & Analytics
GPTomics1,232
Agent skill

Model Interpretation for Omics Classifiers

Explains ML predictions on omics data with SHAP, LIME, and permutation importance, handling the correlated-feature trap, the conditional-vs-interventional Shapley choice, and the attribution-is-not-causation boundary. Use when interpreting an omics classifier, debugging shortcut/batch learning, o...

ClaudeCodexOpenClawData & Analytics
GPTomics1,232
Agent skill

Spatial Preprocessing

Quality control, filtering, normalization, and feature selection for spatial transcriptomics data. Calculate QC metrics, filter spots/cells, normalize counts, and identify highly variable genes. Use when filtering and normalizing spatial transcriptomics data.

ClaudeCodexOpenClawData & Analytics
GPTomics1,232
Agent skill

Clinical Trial Analysis Pipeline

End-to-end clinical trial analysis workflow from CDISC SDTM/ADaM loading through ICH E9(R1) estimand-driven primary analysis to CONSORT 2025 regulatory-compliant reporting. Covers data preparation, FDA 2023 marginal vs conditional logistic regression, categorical tests with Boschloo, modern HTE/s...

ClaudeCodexOpenClawData & Analytics
GPTomics1,232

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