Design
discover-journey-map
Produce a customer journey map covering stages, touchpoints, emotional curve, pain points, moments of truth, and opportunity annotations. Output is a markdown artifact that may inc…
Content
nice-figures
Generate matplotlib figures in the soft-pastel + warm-earth visual register used by AI alignment research blogs — bold sans-serif display titles, scatter overlaid with smoothed tre…
Research
bio-chipseq-visualization
Visualizes ChIP-seq data with deepTools, pyGenomeTracks, Gviz, EnrichedHeatmap, ChIPseeker, and IGV. Supports bigWig normalization (CPM, BPM, RPGC, spike-in), bamCompare operations…
Data
data-create-viz
Create professional data visualizations in Python with dark theme, #00FFA7 accents, and Inter font. Transforms query results or DataFrames into appropriate charts for trends, compa…
Data
bio-data-visualization-interactive-visualization
Build interactive HTML visualizations with Plotly (Python/R), Bokeh, and gganimate for animations, accounting for Kaleido static exports, file-size considerations, and journal subm…
Data
bio-data-visualization-color-palettes
Select colormaps and qualitative palettes using perceptual uniformity, color-vision-deficiency safety, and luminance monotonicity. Covers Crameri scientific colormaps, viridis/civi…
Data
post-processing
Extract, analyze, and summarize simulation output data including spatial fields, time-series trends, line profiles, statistical summaries, and derived quantities such as gradients …
Data
bio-genome-intervals-bigwig-tracks
Reads, queries, and writes bigWig indexed signal tracks with pyBigWig and UCSC Kent tools. Covers zoom-level summaries, exact query modes, NaN handling, and mean/max/sum selection.…
Web
three
Apply Three.js and WebGL adapter patterns for HyperFrames. Use when creating deterministic Three.js scenes, WebGL canvas layers, AnimationMixer timelines, camera motion, shader-dri…
Data
bio-data-visualization-manhattan-qq-locuszoom
Create Manhattan, Miami, QQ, and LocusZoom-style regional plots from GWAS/TWAS/PWAS/QTL summary statistics with genomic-inflation diagnostics, multi-trait overlays, and LD-aware re…
Data
bio-data-visualization-matplotlib-fundamentals
Produce publication-quality figures with matplotlib's object-oriented API, constrained_layout, Type-42 font embedding, and CVD-safe palettes. Covers seaborn integration and reprodu…
Data
cjk-viz
CJK font detection and matplotlib configuration. Run this skill before any visualization task involving Chinese, Japanese, or Korean labels, titles, or legends to prevent garbled c…
Data
bio-data-visualization-network-visualization
Render biological networks (PPI, regulatory, co-expression) with ForceAtlas2, Fruchterman-Reingold, hive plots, edge bundling, and community coloring via NetworkX, PyVis, igraph, o…
Data
bio-data-visualization-lollipop-protein-maps
Generate per-gene mutation lollipop plots showing position, recurrence, and variant class with maftools, g3-lollipop, trackViewer, or ProteinPaint. Mark domains from UniProt/Pfam a…
Data
charts
Create professional charts and diagrams. Covers bar, line, pie, scatter, heatmap, radar, candlestick, boxplot, histogram, area, waterfall, and statistical plots plus flowcharts, mi…
Design
p5js
Builds browser-based interactive visuals, generative art, data visualizations, 3D scenes, and motion graphics with p5.js. Supports 2D/3D rendering, particle systems, shaders, audio…
Data
bio-data-visualization-genome-tracks
Build genome-browser-style multi-track figures with pyGenomeTracks, Gviz, and IGV batch screenshotting. Covers BigWig coverage, BED overlays, gene models, Hi-C tracks, and spike-in…
Design
fireworks-tech-graph
Technical diagram creation for architecture, data flow, flowcharts, sequences, agent/memory models, or concept maps, exported as SVG+PNG. Triggered by requests to visualize systems…
General
knot-theory-educator
Visualizes and explains braid theory, knot mathematics, and topological concepts for education. Creates interactive visualizations, explainer cards, step-wise animations, and trans…
Design
reversa-arquitetura-3d
Generates interactive 3D software architecture visualizations with Three.js, producing standalone HTML with free-camera navigation. Use for code city, module maps, dependency graph…
Data
bio-data-visualization-volcano-and-ma-plots
Create volcano and MA plots from differential-expression results with LFC shrinkage, FDR thresholds, and sensible label placement using EnhancedVolcano, ggplot2, or matplotlib. Sup…
Data
bio-genome-intervals-bigwig-tracks
Create and read bigWig browser tracks for visualizing continuous genomic data. Convert bedGraph to bigWig, extract signal values, and generate coverage tracks using UCSC tools. Use…
Data
bio-data-visualization-circos-plots
Builds circular genome visualizations with ideogram tracks, multi-data tracks, and chord diagrams using circlize, pyCirclize, or Circos. Applies when chromosome adjacency or struct…
Content
image-assistant
Convert articles or modules into unified-style, text-light, high-readability 16:9 infographic prompts. Determines image count and topics, compresses copy with metaphors, then outpu…
Data
tf-target-gene-regulatory-network
Analyzes transcription factor regulatory networks with the Dorothea database. Accepts a gene list, identifies regulating TFs, and produces TF-target network visualizations for enri…
Data
bio-data-visualization-dimensionality-reduction-plots
Produce and interpret PCA, t-SNE, UMAP, and PHATE plots for high-dimensional omics data, covering variance preservation, local structure, manifold learning, hyperparameter sensitiv…
Design
concept-diagrams
Generates flat, minimal SVG diagrams in standalone HTML files using educational visual language, semantic color ramps, and automatic dark mode. Covers physics, chemistry, math, mec…
Design
nature-figure
Creates submission-grade figures for Nature and high-impact journals using Python or R. Defines conclusions and evidence before plotting, then generates, previews, exports, and QA'…
Data
bio-data-visualization-upset-plots
Build UpSet plots for set intersections beyond four members using ComplexUpset or UpSetR with cardinality sorting, attribute panels, and query highlighting. Use for gene sets, peak…
Content
paperbanana
Create publication-ready academic diagrams, methodology figures, architecture illustrations, and statistical plots from text or data using a multi-agent pipeline. Also scores gener…
Data
self-serve-analysis
Adds analyst framing including segmentation, KPI surfacing, and contextual follow-ups to data interactions. Wraps data retrieval and visualization tools with intensity scaling from…
Data
bio-data-visualization-circos-plots
Creates circular genome visualizations with ideograms, genes, variants, CNVs, and interaction arcs using Circos or pyCircos. Displays multi-track data for chromosome-level overview…
Web
displaying-timelines
Renders chronological events using timelines, activity feeds, Gantt charts, and calendars. Supports historical logs, project schedules, notifications, and real-time interactive dis…
AI / ML
wandb
Weights & Biases integration for ML experiment tracking and visualization. Logs metrics, hyperparameters, checkpoints, and artifacts with collaborative dashboards, hyperparameter s…
Data
bio-data-visualization-multipanel-figures
Assemble multiple plots into publication-ready multi-panel figures with patchwork, cowplot, or matplotlib GridSpec, including shared legends and panel labels. Use for combining sub…
Design
tikz
Generate publication-quality vector diagrams and visualizations as SVG using TikZ. Supports flowcharts, architecture diagrams, neural networks, circuit schematics, graphs, state ma…
Web
kanban-board
Visual Kanban task board with columns (To do, In progress, In review, Done), draggable-style cards, assignee avatars, swimlanes, and filter bar. Use for kanban, task board, sprint …
Design
excalidraw-diagrams
Generate architecture diagrams as .excalidraw files from codebase analysis. Use when the user asks to create architecture diagrams, system diagrams, visualize codebase structure, o…
Research
bio-epitranscriptomics-modification-visualization
Visualizes RNA modification data with metagene plots, peak-centred heatmaps, IP-vs-input browser tracks, DRACH sequence logos, feature-distribution summaries, and differential-modi…
Design
dashboard-designer
Produce, build, redesign, polish, or review dashboards, HTML reports, KPI summaries, executive views, scorecards, and visual analytics artifacts. Use for layout requests, QA, brief…
Web
syncfusion-blazor-sankey
Guide for Syncfusion Blazor Sankey Diagram for flow visualization. Covers node and link configuration, data binding, flow magnitude, and customization for energy flows, supply chai…
Content
ml-content
Create publication-grade ML explainer videos and carousels using real manimGL with self-arranging Mobjects, transform-driven beats, and meaning-carrying motion. Overlap is prevente…
Research
omd-lab-01-designmd-impact
Compares four conditions of DESIGN.md usage on mobile UI output: none, manual, auto-generated, and auto-generated with feedback loops. Produces a side-by-side visualization of the …
Engineering
arch-view
Use when asked to generate architecture views, show service dependency graphs, map request flows, display event topology, group services by domain, or perform cross-repository arch…
DevOps
grafana-energy-viz
Designs and optimizes energy flow visualizations in Grafana for smart homes. Supports FVE, photovoltaic, battery, wallbox, Shelly, Loxone, Home Assistant, Victron, and Tesla Powerw…
Content
manim-video
Runs a production pipeline for 3Blue1Brown-style mathematical and technical animations, including algorithm visualizations, equation derivations, and data stories using Manim Commu…
AI / ML
ad-layer-visualizer
Visualize a transformer decoder layer from an AutoDeploy FX graph text dump as a hierarchical DOT/PNG diagram. Optionally annotate nodes with GPU kernel names and durations from an…
Web
ha-graphs-visualization
Creates and configures Home Assistant graph visualizations using history-graph, statistics-graph, mini-graph-card, and apexcharts-card with time ranges, aggregations, and multi-sen…
Content
knowledge-to-slides
Converts lessons from coding sessions, repos, PRs, incidents, or technical discussions into self-contained HTML slide decks with visuals, diagrams, responsive layouts, and keyboard…
AI / ML
shap-model-explainability
Apply SHAP (Shapley values) for model interpretability across tree, deep, linear, and black-box models. Supports explainer selection, feature ranking, fairness audits, and visualiz…
Design
reversa-docs-mapper
Generates spatial project visualizations: 3D architecture via Three.js, 2D module maps with force-directed layouts, and side-by-side topology comparing legacy, modern, and hybrid s…
Design
arch-vis
Draw architecture diagrams on Feishu whiteboards via API. Supports shapes, connectors, mind maps, and iterative visual refinement for system flows, module relationships, and code s…
Web
lwc-chart-and-visualization
Build charts and visualizations in LWC using Chart.js, D3, Plotly via Static Resources, Lightning chart components, performance patterns for large datasets, accessibility, and SLDS…
Design
particle-swarm-sim
Generate particle swarm simulators in sandbox mode with Three.js runtime and gesture controls or sim mode with behavior functions that control particle position and color via sandb…
Data
sample-group-sankey-plot
Generates Sankey or alluvial plots from sample annotation tables where rows represent samples and columns contain categorical labels such as risk group, response status, subtype, o…
Design
tufte-viz
Ideates and critiques data visualizations using Edward Tufte's principles. Applies data-ink ratio, chartjunk elimination, graphical integrity, lie factor, small multiples, and data…
Data
bio-data-visualization-upset-plots
Generate UpSet plots for set intersections beyond Venn diagram limits using UpSetR or upsetplot. Use for comparing overlapping gene sets, peaks, or sample groups with more than thr…
Automation
cli-anything-cloudanalyzer
CLI harness exposing CloudAnalyzer QA capabilities for point cloud evaluation, trajectory assessment, ground segmentation, quality gates, and visualization through 27 commands in 8…
Design
drawio-diagram
Generate standard Draw.io (.drawio) format diagrams for deep learning models, network architectures, and algorithm flows. Supports both from-scratch creation and style-transfer gen…
Engineering
explore
Multi-angle codebase exploration that spawns parallel agents for code structure, data flow, architecture patterns, and health assessment, generating ASCII visualizations and import…
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