docs-figures
Skill0 starsChanged 23 days agoMITView on GitHub
Publication-grade visual deliverables hub: publication figures (figure-style / scientific-visualization / scientific-schematics), quick exploratory plots (seaborn/matplotlib), slide decks & presentations (scientific-slides / pptx-posters / latex-posters), infographics (infographics), Mermaid workflow diagrams (markdown-mermaid-writing / archify), editorial HTML/SVG diagrams (diagram-design), video and motion graphics rendered from HTML (hyperframes and the HyperFrames sub-skills), scientific schematics (scientific-schematics), AI image generation (generate-image, top-level, NOT routed through this hub). TRIGGER = produce a publication figure / build slides / make a poster / generate an infographic / draw a Mermaid flow / draw a diagram / technical schematic / make or edit a video, animation or motion graphic. SKIP = quick exploratory plots (use seaborn/matplotlib directly), UI design (-> dev), writing the paper body (-> research).
In this repository21 other files it gives its agents.
- autoskillSkill
- credentialsSkill
- data-mlSkill
- devSkill
- docxSkill
- find-skillsSkill
- generate-imageSkill
- grill-meSkill
- grill-with-docsSkill
- omc-referenceSkill
- pdfSkill
- pptxSkill
- product-self-knowledgeSkill
- referencesSkill
- researchSkill
- scientificSkill
- skill-creatorSkill
- teamSkill
- uvSkill
- workflow-skill-creatorSkill
- xlsxSkill
The file
Files
docs-figures hub
Routing rules
- Goal = deliverable-style figure / slides / poster / schematic -> this hub
- Exploratory charting -> plain seaborn/matplotlib (still inside this hub, but no checklist needed)
- Writing the paper body -> research
- Video, animation, motion graphic, captioned clip, animated or interactive deck, Remotion port -> read hyperframes first; it selects the workflow and the domain sub-skills
- In HyperFrames sub-skills,
/<name>meansdocs-figures/<name>/INSTRUCTIONS.md. This library ships every HyperFrames skill: keepHYPERFRAMES_SKIP_SKILLS=1set (env.example) sonpx hyperframes skills updateandinitdo not install separate copies - Standalone diagram file: editorial HTML/SVG/PNG across many types (charts, Gantt, Sankey, Wardley, UML, ...), or .drawio / Mermaid / .excalidraw redrawn -> diagram-design; architecture, workflow, sequence, data-flow or state diagrams with trace motion and video export -> archify; Mermaid kept inside Markdown -> markdown-mermaid-writing
Sub-skill index
| skill | description |
| scientific-visualization | Creates and audits truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or… |
| figure-style | "Publication-grade figure correctness and legibility rules for final-deliverable figures — not every plot.… |
| scientific-schematics | Generates scientific diagram drafts using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.7… |
| scientific-slides | Builds slide decks and presentations for research talks. Used for making PowerPoint slides, conference… |
| infographics | "Creates and reviews infographics with Nano Banana 2 via OpenRouter. Use for statistical summaries,… |
| latex-posters | "Creates research posters in LaTeX using beamerposter, tikzposter, or baposter. Use for conference posters,… |
| pptx-posters | Creates and audits editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local… |
| markdown-mermaid-writing | Writes scientific Markdown documentation and Mermaid diagrams for workflows, relationships, timelines, and… |
| archify | "Create validated architecture, workflow, sequence, data-flow, lifecycle/state, ERD, class, tree, timeline,… |
| seaborn | Creates Seaborn statistical visualizations with pandas integration for distributions, relationships,… |
| matplotlib | Creates and customizes scientific plots with Matplotlib. Used for fine-grained control over plot elements,… |
| figma | Bring Figma into a HyperFrames video - rendered assets, brand tokens, components, storyboard frames as… |
| hyperframes | Read first to make, edit, animate or render any video with HyperFrames (HTML rendered to video), including… |
| hyperframes-cli | The HyperFrames CLI by job - scaffold, check, look at frames, edit the timeline, preview, render locally or… |
| hyperframes-registry | About 450 ready-made HyperFrames blocks and components installed as editable source - transitions, overlays,… |
| media-use | Get or make any media for a HyperFrames video - music, sound effects, images, icons, logos, voiceover, avatar… |
| remotion-to-hyperframes | Bring existing video code or footage into HyperFrames and verify it frame by frame against the original -… |
| slideshow | Build a HyperFrames slideshow to present live - slides, fragment reveals, branching hotspots and presenter… |
| diagram-design | Create branded architecture, architecture delta, IT current-state, flowchart, sequence, state machine,… |
| reverse-any-video | Rebuild any video file as an editable HyperFrames project - motion graphics, talking heads, live action or… |
| style-sampling | Make a new episode in a proven video style - Collage Explainer, Finance Explainer, Animated Science… |
Cross-hub handoff
- Quick exploratory plot -> plain seaborn/matplotlib, skip the checklist
How to use
- Pick the sub-skill from the index above; 2. read
<hub>/<name>/INSTRUCTIONS.md; 3. its scripts/assets resolve relative to that file's directory.
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