📋 Data Analysis
Analyze simulation data and compute properties. Use when asked to parse LAMMPS/QE output, calculate diffusion coefficients, RDF, MSD, energies, or generate plots and visualizations.
npx playbooks add skill fl-sean03/agentic-science-worker --skill data-analysis
About Data Analysis
Use Data Analysis to configure Claude Code, Cursor, or Copilot for developer workflow: it analyze simulation data and compute properties. use when asked to parse lammps/qe output, calculate diffusion coefficients, rdf, msd, energies, or generate plots and visualizations.
This compact 24-word instruction set is purpose-built for developer workflow work in AI coding agents. Install with a single command.
Use Cases
- Streamlining git workflows and commit conventions
- Setting up CI/CD pipelines and deployment scripts
- Managing monorepos and multi-package projects
- Automating release notes and changelogs
Example Prompts
System Prompt (24 words)
Analyze simulation data and compute properties. Use when asked to parse LAMMPS/QE output, calculate diffusion coefficients, RDF, MSD, energies, or generate plots and visualizations.
Frequently Asked Questions
What is Data Analysis?
Data Analysis is a free developer workflow skill for AI coding agents. Analyze simulation data and compute properties. Use when asked to parse LAMMPS/QE output, calculate diffusion coefficients, RDF, MSD, energies, or generate plots and visualizations.. It provides a specialized system prompt that configures your agent with developer workflow expertise.
How do I use Data Analysis with Claude Code?
Run npx playbooks add skill fl-sean03/agentic-science-worker --skill data-analysis in your terminal to install Data Analysis into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Data Analysis?
Data Analysis is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Data Analysis free to use?
Yes, Data Analysis is completely free and open source. The full source is available on GitHub at https://github.com/fl-sean03/agentic-science-worker/tree/main/skills/data-analysis. You only need a subscription to the AI agent you use it with.
