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lingzhi227 avatar

Figure Generation

lingzhi227/agent-research-skills
1.8k installs265 stars
Summary

This implements the MatPlotAgent three-phase pipeline for generating publication-ready scientific figures. It expands your description into specs, generates matplotlib code with up to 4 retry attempts on errors, then uses visual feedback to refine the output. Handles the usual suspects: bar charts, training curves, heatmaps, ablation studies. Outputs both 300 DPI PNG and vector PDF, plus the LaTeX boilerplate to drop it in your paper. The quality checks are sensible, enforcing colorblind-friendly palettes and readable font sizes at print scale. Honestly, the VLM feedback loop is the interesting bit here. Most figure tools stop at code generation, but having it actually look at the rendered output and fix labeling or scaling issues saves the manual iteration you'd normally do.

Install to Claude Code

npx -y skills add lingzhi227/agent-research-skills --skill figure-generation --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
Categories
DevOps & CI/CDCode Review & QualityAI & Agent BuildingData Science & MLAutomation & WorkflowsSales & MarketingDesign & UI/UX
First SeenJun 3, 2026
View on GitHub

More from lingzhi227/agent-research-skills

All 31 skills →
  • Latex Formatting1.8k
  • Citation Management1.7k
  • Math Reasoning1.7k
  • Data Analysis1.6k
  • Deep Research1.5k
  • Idea Generation1.5k
  • Paper Revision1.5k
  • Paper Writing Section1.5k
  • Experiment Design1.4k
  • Novelty Assessment1.4k
  • Github Research1.4k
  • Research Planning1.4k
  • Survey Generation1.4k
  • Code Debugging1.4k
  • Algorithm Design1.4k
  • Rebuttal Writing1.4k
  • Related Work Writing1.3k
  • Table Generation1.3k
  • Self Review1.3k
  • Slide Generation1.3k
  • Atomic Decomposition1.3k
  • Paper Compilation1.3k
  • Paper Assembly1.3k
  • Paper To Code1.3k

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