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3coding-visual

Translate modeling plans into executable code and data-driven visuals.

3.3k|334|Updated Jan 30, 2025

Search Tags:#charts #modeling #reproducibility #code-generation #data-visualization #experiments

Ready to run

npx skills add https://github.com/jihe520/MathModelAgent --skill 3coding-visual

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: 3coding-visual
Source: https://github.com/jihe520/MathModelAgent/tree/main/skills/3coding-visual
Command: npx skills add https://github.com/jihe520/MathModelAgent --skill 3coding-visual

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Translates modeling plans into executable code and data-driven visuals, enabling end-to-end reproducible research.

Core Features & Use Cases

End-to-end modeling pipeline: convert ANALYSIS_MODELING_REPORT.md into runnable code, execute experiments, and validate constraints.
Data-driven visuals: generate charts, tables, and plots for the final paper.
Reproducible workflow: outputs are organized in code/, figures/, and reports/RESULTS_REPORT.md for audit and publication readiness.

Quick Start

Run the modeling workflow from ANALYSIS_MODELING_REPORT.md to RESULTS_REPORT.md and generate the data-driven figures and tables needed for the paper.

Frequently Asked Questions about 3coding-visual

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I convert a mathematical modeling plan into reproducible code and data-driven visuals?▼

The workflow processes end-to-end mathematical modeling tasks with multiple subproblems, handling data and generating publication-ready charts, tables, and plots from the modeling plan.

How do I generate reproducible code for data visualization in scholarly papers?▼

The workflow processes end-to-end mathematical modeling tasks with multiple subproblems, handling data and generating publication-ready charts, tables, and plots from the modeling plan.

What is the best way to structure outputs for reproducible research experiments?▼

The workflow processes end-to-end mathematical modeling tasks with multiple subproblems, handling data and generating publication-ready charts, tables, and plots from the modeling plan.

Does this code generation workflow support end-to-end mathematical modeling with multiple subproblems?▼

The workflow processes end-to-end mathematical modeling tasks with multiple subproblems, handling data and generating publication-ready charts, tables, and plots from the modeling plan.

What do I need to start the modeling pipeline and generate data-driven charts?▼

The workflow processes end-to-end mathematical modeling tasks with multiple subproblems, handling data and generating publication-ready charts, tables, and plots from the modeling plan.

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