“Data visualization”

Use when a request leaves done, data, architecture or a trade-off open.

Use when the user asks for an architecture, workflow, sequence, data-flow, lifecycle/state, ERD, class, tree, timeline, or waterfall diagram, or to visualize…

Renders interactive HTML views inline in a reply from fenced amp-view blocks: charts, dashboards, explorable diagrams, UI mockups, prototypes, wireframes, and…

Turn arbitrary text — an article, notes, a topic, a brief — into a faceless explainer video: there is no site or footage to capture, so the visuals are…

Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for…

Use this skill when the user wants to create visualizations (charts, dashboards, diagrams, Gantt, PPT), analyze data (Excel/CSV upload, cross-file analysis…

Production pipeline for mathematical and technical animations using Manim Community Edition.

Production pipeline for mathematical and technical animations using Manim Community Edition.

Route BertViz Transformer attention visualization, neuron-view, notebook, and HTML export workflows.

Use for architecture, current-state, process, data-flow, medallion, or DP diagrams, including redrawing .drawio and Mermaid sources.

Neuropixels neural recording analysis.

Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.

Vehicle/automotive image editing for cars, trucks, SUVs, motorcycles — car scenes, reflections, tires refinement with snow/mud/grass, segment…

Design a product metrics dashboard — North Star, input metrics, and guardrails — that a team actually uses to make decisions.

Foundational plotting library.

Phylogenetic tree toolkit (ETE).

Take a visual anchor (chassis tokens + page list) and produce a reviewable hi-fi prototype wave in ONE shot — a master gallery `index.html` plus one…

Process and generate multimedia content using Google Gemini API.

Use Dipy for diffusion MRI IO, preprocessing, reconstruction, tractography, registration, visualization-aware workflows, and command-line operations.

Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, ML/DL model figures…

Implement an entire Figma page by auto-splitting into frames with visual verification.

Route Torchreid deep-person-reid workflows for person re-identification training, evaluation, feature extraction, metrics, visualization, and model export.

Turn any topic into a polished, visualization-heavy PDF that explains it using the Feynman technique — plain language, vivid analogies, and a diagram for…

Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, SysML / MBSE diagrams (block definition…