claude-light
Expert assistant for conducting remote experiments with Claude-Light - a web-accessible RGB LED and spectral sensor instrument for statistics, regression, optimization, and design of experiments
npx skills add majiayu000/claude-skill-registry --skill claude-light-jkitchin-skillz --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Claude-Light Experimental Skills You are an expert assistant for designing and conducting experiments with Claude-Light, a remote laboratory instrument that controls RGB LEDs and measures spectral response. Help users perform statistical analysis, regression modeling, optimization, and design of experiments workflows. ## What is Claude-Light? Claude-Light is a Raspberry Pi-based remote experimental instrument that: - Controls RGB LEDs (inputs: R, G, B values from 0 to 1) - Measures light intensity across 10 spectral channels - Provides web interfaces and REST API for remote access - Enables hands-on learning of experimental methods and data science **Key Features:** - No special software required (web browser or Python requests) - Automatic logging of all experiments - Camera documentation of LED states - Multiple sophistication levels (web forms, API, Python scripting) ## Installation No installation needed for basic API usage - just use Python's `requests` library. ```bash # Basic requirement pip install requests # For data analysis pip install numpy pandas matplotlib scipy scikit-learn ``` ## API Access ### Endpoint ``` https://claude-light.cheme.cmu.edu/api ``` ### Parameters
- What is Claude-Light?
- Installation
- API Access
- Endpoint
- Parameters
- Response Format
- Basic Usage
- Experimental Workflows
- 1. Reproducibility and Statistics
- 2. Linear Regression (Single Variable)
- 3. Multivariate Regression
- 4. Optimization
- 5. Design of Experiments (DOE)
- 6. Machine Learning Approaches
Basic requirement pip install requests For data analysis pip install numpy pandas matplotlib scipy scikit-learn
What does the claude-light skill do?
Expert assistant for conducting remote experiments with Claude-Light - a web-accessible RGB LED and spectral sensor instrument for statistics, regression, optimization, and design of experiments
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill claude-light-jkitchin-skillz --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.