agentfiguregallery
Provides a scientific visualization reference gallery for AI programming assistants to enhance code generation quality.
Install & Use
Copy this prompt and send it to your AI assistant (Claude / Cursor / TRAE / Codex / WorkBuddy etc.) to auto-install:
Help me install this AI Skill: agentfiguregallery. It is used for: Provides a scientific visualization reference gallery for AI programming assistants to enhance code generation quality. Full Skill content: https://321skill.com/skills/agentfiguregallery/raw/index.md Read that page and install it.
The prompt includes a link to the full Skill content. You can also view the full content.
AgentFigureGallery is a scientific visualization reference gallery specifically designed for AI programming assistants (such as Claude Code, Cursor). It addresses the issue where AIs lack concrete visual references when generating code for complex data visualizations, often resulting in output code that mismatches the expected style or yields suboptimal results.
To use it, developers first launch a local web gallery service via a command-line tool before generating plotting code. They can search and browse numerous real chart examples based on plot types (e.g., embedding_plot). Users can mark candidate charts in the browser with actions like "like," "reject," or "select." The system then packages the selected reference charts and their associated metadata into a "reference pack," which is directly supplied to the AI in subsequent code generation tasks, thereby guiding the AI to produce code that better aligns with the user's visual preferences.
This tool is particularly suitable for developers, data analysts, and academic researchers who frequently use AI to generate scientific charts, data analysis reports, or paper illustrations. It serves as a bridge between human aesthetic judgment and AI code generation capabilities.
It is recommended to run the first-run command for a quick verification after initial installation. For scenarios requiring high-quality visualizations, be sure to install the complete public resource pack (full-public pack), which contains over 16,000 reference charts, to obtain the richest visual prompts. Note that this tool primarily serves the code generation process and does not directly render charts itself.
Key Features
Unlike generic code snippet libraries or prompt templates, it provides an interactive, filterable visual reference library built from real scientific paper charts. It translates users' subjective aesthetic preferences into structured "reference packs" that are fed directly to the AI, significantly improving the accuracy and stylistic alignment of the generated chart code.
Limitations
Not suitable for simple chart scenarios requiring immediate generation without visual reference adjustments, nor does it directly provide online plotting or chart editing functionalities.
FAQ
How do I install the complete chart reference library?
After installing the base package, run the command `agentfiguregallery setup --pack full-public` to download the complete resource pack from Hugging Face.
Which AI programming assistants does this tool support?
It primarily supports Claude Code, Cursor, and others, through the installation of corresponding Skill wrappers (e.g., Codex skill) for integration.
Installation guide for AI assistants
If your AI coding assistant (Claude Code, Cursor, TRAE etc.) can see this page, send it this message to auto-install:
Visit https://321skill.com/skills/agentfiguregallery/raw/index.md to read the original Skill definition (Markdown format) for agentfiguregallery, and install it according to the instructions.
Raw Markdown URL for AI: /skills/agentfiguregallery/raw/index.md