📋 Science
This skill applies the scientific method to structure problem solving, guiding hypothesis, experiments, and analysis to improve outcomes.
npx playbooks add skill danielmiessler/personal_ai_infrastructure --skill science
About Science
The Science skill applies the scientific method to structure problem solving, guiding hypothesis, experiments, and analysis to improve outcomes. It enables developers to approach coding challenges in a systematic and methodical way, using experimentation and analysis to inform their decisions. A developer would reach for this skill when they need to break down a complex problem into manageable parts and develop a data-driven solution.
Its 18-word system prompt specializes your agent in developer workflow with structured methodology and proven output formats. Install with one command to activate immediately.
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 (18 words)
This skill applies the scientific method to structure problem solving, guiding hypothesis, experiments, and analysis to improve outcomes.
Frequently Asked Questions
What is Science?
Science is a free developer workflow skill for AI coding agents. This skill applies the scientific method to structure problem solving, guiding hypothesis, experiments, and analysis to improve outcomes.. It provides a specialized system prompt that configures your agent with developer workflow expertise.
How do I use Science with Claude Code?
Run npx playbooks add skill danielmiessler/personal_ai_infrastructure --skill science in your terminal to install Science into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Science?
Science is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Science free to use?
Yes, Science is completely free and open source. The full source is available on GitHub at https://github.com/danielmiessler/personal_ai_infrastructure/tree/main/Releases/v3.0/.claude/skills/Science. You only need a subscription to the AI agent you use it with.
