Data & Analytics

Produce and interpret PCA, t-SNE, UMAP, and PHATE plots for high-dimensional omics data with rigor about which method preserves what (variance, local structure, manifold, transitions)…

GPTomics/bioSkills

Plot per-group distributions of continuous data using boxplots, violins, beeswarms, quasirandom jitter, and raincloud plots with sample-size honesty (Weissgerber 2015), KDE-bandwidth awareness, and…

GPTomics/bioSkills

Build Sankey, alluvial, river, and CONSORT-style flow diagrams to visualize cohort transitions, cell-state changes, or pipeline filtering using ggalluvial, networkD3, plotly, and consort.

GPTomics/bioSkills

Build forest plots (HR, OR, RR, beta-coefficient summaries with CIs) and funnel plots (meta-analysis publication-bias diagnostics) using forestplot, metafor, ggforest, and MendelianRandomization…

GPTomics/bioSkills

Build genome-browser-style multi-track figures with pyGenomeTracks (config-driven), Gviz (R), and IGV batch screenshotting.

GPTomics/bioSkills

Build publication-quality figures in R with ggplot2 using the grammar of graphics (data + aesthetics + geometries + scales + facets + themes) with CVD-safe palettes, cairopdf TrueType embedding…

GPTomics/bioSkills

Build interactive HTML/web visualizations with plotly (Python/R), bokeh (Python), and gganimate/plotly frames for animation, with awareness of current Kaleido static-export model (post-orca-EOL)…

GPTomics/bioSkills

Plot per-gene mutation distributions on a protein-domain map (lollipop / needle plots) showing mutation position, recurrence count, and variant classification with maftools, g3-lollipop…

GPTomics/bioSkills

Build Manhattan, Miami, QQ, and locuszoom-style regional plots from GWAS, TWAS, PWAS, and QTL summary statistics with correct genomic-inflation diagnostics, multi-trait overlays, lead-SNP labeling…

GPTomics/bioSkills

Build publication-quality figures with matplotlib using the object-oriented Figure/Axes API, constrainedlayout, rcParams customization, TrueType (Type-42) font embedding for journal submission, and…

GPTomics/bioSkills

Compose multi-panel publication figures with patchwork, cowplot, gridExtra (R), or matplotlib GridSpec/subfigures (Python) including shared axes/legends/guides collection, panel labels in…

GPTomics/bioSkills

Visualize biological networks (PPI, gene-regulatory, co-expression, pathway) with layout algorithm choice (ForceAtlas2, Fruchterman-Reingold, Kamada-Kawai, hive plots), edge bundling…

GPTomics/bioSkills

Build OncoPrint and co-mutation matrix plots from somatic-variant cohorts using ComplexHeatmap, maftools, and comut.py with alteration-type stacking, sample ordering by mutational burden…

GPTomics/bioSkills

Build sequence logos from aligned DNA, RNA, or protein motifs using ggseqlogo (R), Logomaker (Python), or WebLogo with explicit bits vs probability encoding, background-frequency correction, custom…

GPTomics/bioSkills

Add p-value brackets, significance asterisks, and effect-size annotations to distribution plots using ggpubr, ggsignif, and statannotations with correct test selection (parametric vs non-parametric…

GPTomics/bioSkills

Build UpSet plots to visualize set intersections beyond 4 sets (where Venn fails) using ComplexUpset (modern, ggplot2-grammar) or the unmaintained UpSetR, with explicit cardinality vs degree…

GPTomics/bioSkills

Detects aberrant splicing in single rare-disease patients vs a control panel using FRASER 2.0 (Bioconductor; Beta-binomial autoencoder on Intron Jaccard Index, default delta cutoff 0.1, q…

GPTomics/bioSkills

Creates sashimi-style plots showing RNA-seq read coverage and splice junction counts using ggsashimi (general-purpose, condition-grouped overlays), rmats2sashimiplot (rMATS-output-aware)…

GPTomics/bioSkills

A skill your agent uses when the user asks about event probabilities, prediction market odds, what people are betting on, Polymarket/Kalshi prices, sports markets — or about the things you CANNOT…

BlockRunAI/blockrun-mcp

Architecture rules for GPU rendering with TypeGPU/WebGPU — games, data visualisation, canvases, any app that draws with the GPU.

dzhng/skills

Generate publication-quality visualizations for 3DGS research: radar charts, comparison tables, method timelines.

jaccen/Awesome-Gaussian-Skills

Find the users who almost paid — saw the paywall, started checkout, ran out of free credits, let a trial lapse — size what they are worth, and turn them into a one-screen dashboard with a…

nestyme/awesome-prompts

Exploratory data analysis. An agent skill from oaustegard/claude-skills.

oaustegard/claude-skills

Integrates Power Pages generative-AI summarization APIs (PREVIEW) into a Single Page Application (SPA) site — the Search Summary API and the Data Summarization API — on any record-detail or list page.

microsoft/power-platform-skills

Wire an AI agent to live e-commerce product data using Apify's E-commerce Scraping Tool over MCP, either as runtime tool calls or as a scheduled refresh into a vector store.

apify/awesome-skills

Audit tabular datasets before analysis or training for schema drift, missing values, duplicate rows or IDs, target imbalance, and entity or group leakage across splits using pure-stdlib helpers.

PKU-YuanGroup/OpenAI4S

Scrape web content as clean markdown/HTML/JSON via the Bright Data CLI (bdata scrape).

brightdata/skills

Search the web via the Bright Data CLI — bdata search for Google/Bing/Yandex SERP, bdata discover for intent-ranked semantic results.

brightdata/skills

Production-ready genomics and epigenomics data processing for BixBench questions.

wu-yc/LabClaw

Analyze metabolomics data including metabolite identification, quantification, pathway analysis, and metabolic flux.

wu-yc/LabClaw

Analyze a supplied scientific-figure image (PNG, JPEG, TIFF, or a rasterized figure), identify its chart type and visual grammar, infer axes and styling, and deliver a close Python/Matplotlib or…

franklee16/academic-research-skills

Systematic exploratory data analysis. An agent skill from nimrodfisher/data-analytics-skills.

nimrodfisher/data-analytics-skills

Use this for a dashboard, metrics page, KPI tracker, scorecard, data visualization or recurring report: a page or scroll story of charts, numbers and tables of data, whatever the data and wherever…

asgeirtj/system_prompts_leaks

Azure Event Hubs SDK for Rust. An agent skill from aiskillstore/marketplace.

aiskillstore/marketplace

Azure Monitor Query SDK for Python. An agent skill from aiskillstore/marketplace.

aiskillstore/marketplace

Azure Data Lake Storage Gen2 SDK for Python. An agent skill from aiskillstore/marketplace.

aiskillstore/marketplace

Analyze data coverage, create monitors for warehouse tables and AI agents.

sickn33/agentic-awesome-skills

This skill should be used when setting up or managing Polar local development environment with Docker.

fcakyon/claude-codex-settings

Build reusable activation models — an activation-rate metric and a per-user/per-account activated flag — on either PostHog data-warehouse views (HogQL) or an external dbt project.

PostHog/posthog

Build reusable conversion models — funnel/step conversion rates, drop-off, and time-to-convert — on either PostHog data-warehouse views (HogQL) or an external dbt project.

PostHog/posthog

Build reusable dimension / lookup tables for a star schema — country/region, timezone, currency, date, plan/product, and other descriptive attributes — on either PostHog data-warehouse views (HogQL)…

PostHog/posthog

Build reusable product-usage and engagement models — retention, stickiness, and lifecycle — on either PostHog data-warehouse views (HogQL) or an external dbt project.

PostHog/posthog

Shared foundations for building reusable data models in PostHog, on either of two stacks: PostHog-native data-warehouse views / materialized views (HogQL, via the view- MCP tools), or an external…

PostHog/posthog

Signals scout that watches the project's most-viewed dashboards and insights for anomalies — bursts, drops, flat-lines, and trend breaks — against each insight's own seasonality-matched baseline.

PostHog/posthog

Manages Agent Platform serving endpoints. An agent skill from google/skills.

google/skills

Agent Platform Model Registry Management. An agent skill from google/skills.

google/skills

Designs a tailored multi-product agentic data science architecture on Google Cloud that incorporates opinionated best practices.

google/skills

Discovers requirements and designs an end-to-end governed agentic analytics solution using Knowledge Catalog and Managed Service for Apache Spark (Lightning Engine).

google/skills