SkillDesign
Vocab Master — 小升初英语单词深度学习系统
An MCP server that provides on-demand skill loading for AI coding assistants.
◈OpenClaw
By modbenderOriginal project
MIT · FreeView skill
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Prompts and skills61 resources
SkillData & Analytics
Microbiome Diversity Reporter
Interpret Alpha and Beta diversity metrics from 16S rRNA sequencing results.
✳Claude Code>_Codex◈OpenClaw+1
By aipochOriginal project
MIT · FreeView skill
SkillContent & Media
Cell Figure Preparation Guide
Cell (Cell Press) figure preparation: resolution (300-1000 DPI), formats (TIFF/PDF), RGB color, Avenir/Arial fonts, uppercase panel labels, strict image manipulation policies.
✳Claude Code>_Codex◈OpenClaw+1
By jaechang-hitsOriginal project
CC-BY-4.0 · FreeView skill
SkillContent & Media
PNAS Figure Preparation Guide
PNAS figure preparation: resolution (300-1000 PPI), formats (TIFF/EPS/PDF), strict RGB-only color, Arial/Helvetica fonts, italicized uppercase panel labels, automated image screening.
◈OpenClaw
By jaechang-hitsOriginal project
CC-BY-4.0 · FreeView skill
SkillDesign
Scientific Illustration Guide
Create graphical abstracts, schematic diagrams, and scientific illustrations
◈OpenClaw
By wentoraiOriginal project
MIT · FreeView skill
SkillData & Analytics
Chart Designer
Design and generate publication-quality charts — bar, line, pie, scatter, heatmaps, and interactive D3 visualizations.
✳Claude Code
By inbharataiOriginal project
MIT · FreeView skill
SkillData & Analytics
Real Estate Data Analysis with Random Forest and Visualization
Performs regression and classification analysis on housing data using Random Forest models, including data merging, preprocessing, and generating specific evaluation metrics and visualizations.
✳Claude Code>_Codex◈OpenClaw+1
By ECNU-ICALKOriginal project
MIT · FreeView skill
SkillData & Analytics
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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.
◈OpenClaw
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
biopython-phylo
Use Bio.Phylo to read/write phylogenetic trees and perform visualization and statistics; use when tree parsing/conversion, pruning/rerooting, distance calculation, or plotting is required.
◈OpenClaw
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
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.
◈OpenClaw
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
Classification Models for Omics Data
Builds diagnostic and prognostic classifiers on omics feature matrices with regularized logistic regression, random forest, and gradient-boosted trees, handling the p>>n regime, batch shortcut learning, class imbalance, and probability calibration. Use when building a classifier from expression, ...
✳Claude Code>_Codex◈OpenClaw+1
By GPTomicsOriginal project
MIT · FreeView skill
SkillData & Analytics
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...
✳Claude Code>_Codex◈OpenClaw+1
By GPTomicsOriginal project
MIT · FreeView skill
SkillData & Analytics
Predictive Survival Modeling
Builds and validates predictive time-to-event models on clinical and omics data with penalized Cox, random survival forests, gradient-boosted and deep survival models, and prediction-grade evaluation (Uno's C, time-dependent AUC, integrated Brier, calibration, competing risks). Use when building ...
✳Claude Code>_Codex◈OpenClaw+1
By GPTomicsOriginal project
MIT · FreeView skill
SkillData & Analytics
Proteomics Quality Control -- A Three-Level Funnel Where the Matrix Sees the Failure Last
Quality control and assessment for proteomics data. Use when evaluating proteomics data quality before downstream analysis. Covers sample metrics, missing value patterns, replicate correlation, batch effects, and intensity distributions.
✳Claude Code>_Codex◈OpenClaw+1
By GPTomicsOriginal project
MIT · FreeView skill
SkillData & Analytics
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.
✳Claude Code>_Codex◈OpenClaw+1
By GPTomicsOriginal project
MIT · FreeView skill
SkillData & Analytics
Repertoire Visualization
Create publication-quality visualizations of immune repertoire data including circos plots, clone tracking, diversity plots, and network graphs. Use when generating figures for repertoire comparisons, clonal dynamics, or V(D)J gene usage.
✳Claude Code>_Codex◈OpenClaw+1
By GPTomicsOriginal project
MIT · FreeView skill
SkillData & Analytics
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...
✳Claude Code>_Codex◈OpenClaw+1
By GPTomicsOriginal project
MIT · FreeView skill
SkillData & Analytics
counts_df: rows = sgRNAs, columns = samples
Batch effect correction for CRISPR screens covering ComBat empirical-Bayes, RUV, SVA, control-sgRNA normalization, and the model-based alternative of including batch as a covariate in MAGeCK MLE or Chronos. Covers screen-specific batch sources (passage cohort, library lot, infection day, sequenci...
✳Claude Code>_Codex◈OpenClaw+1
By GPTomicsOriginal project
MIT · FreeView skill
SkillData & Analytics
matplotlib Fundamentals
Build publication-quality figures with matplotlib using the object-oriented Figure/Axes API, constrained_layout, rcParams customization, TrueType (Type-42) font embedding for journal submission, and CVD-safe palettes. Covers seaborn integration, common chart types, axis formatting, and the small ...
✳Claude Code>_Codex◈OpenClaw+2
By GPTomicsOriginal project
MIT · FreeView skill
SkillData & Analytics
Motif Logo Generator
Generate publication-quality sequence logos for DNA or protein motifs.
◈OpenClaw
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
Pseudotime Trajectory Visualization
Analyze data with `pseudotime-trajectory-viz` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.
◈OpenClaw
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
Survival Analysis (Kaplan-Meier)
Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests.
◈OpenClaw
By aipochOriginal project
MIT · FreeView skill
SkillData & Analytics
Outbreak Pipeline
End-to-end outbreak investigation from pathogen isolates to transmission networks. Orchestrates MLST typing, AMR surveillance, phylodynamic dating, and transmission inference with TransPhylo. Use when investigating disease outbreaks or tracking pathogen transmission chains.
✳Claude Code>_Codex◈OpenClaw+1
By GPTomicsOriginal project
MIT · FreeView skill
SkillData & Analytics
Splicing-Specific Quality Control
Assesses RNA-seq data quality specifically for alternative splicing analysis. QC layers include experimental design audit (library prep, read length, depth, replicates), STAR 2-pass cohort-style alignment, junction saturation curves and discovery plateau detection, novel-vs-known junction ratio d...
✳Claude Code>_Codex◈OpenClaw+1
By GPTomicsOriginal project
MIT · FreeView skill
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