contact-angle-analyzer

Wettability analysis skill for surface energy characterization and hydrophobicity/hydrophilicity assessment

509 stars

Best use case

contact-angle-analyzer is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Wettability analysis skill for surface energy characterization and hydrophobicity/hydrophilicity assessment

Teams using contact-angle-analyzer should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/contact-angle-analyzer/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/specializations/domains/science/nanotechnology/skills/contact-angle-analyzer/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/contact-angle-analyzer/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How contact-angle-analyzer Compares

Feature / Agentcontact-angle-analyzerStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Wettability analysis skill for surface energy characterization and hydrophobicity/hydrophilicity assessment

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Contact Angle Analyzer

## Purpose

The Contact Angle Analyzer skill provides comprehensive wettability analysis for nanomaterial surfaces, enabling determination of surface energy components and characterization of hydrophobic/hydrophilic properties.

## Capabilities

- Static contact angle measurement
- Dynamic advancing/receding angles
- Surface energy calculation (Owens-Wendt, van Oss)
- Wilhelmy plate analysis
- Surface roughness correlation
- Superhydrophobic/superhydrophilic assessment

## Usage Guidelines

### Wettability Analysis

1. **Contact Angle Measurement**
   - Use consistent droplet volume (2-5 uL)
   - Allow equilibration before measurement
   - Report average of multiple measurements

2. **Surface Energy Calculation**
   - Use multiple probe liquids
   - Apply Owens-Wendt for dispersive/polar
   - Use van Oss for acid-base analysis

3. **Surface Classification**
   - Hydrophilic: theta < 90 degrees
   - Hydrophobic: theta > 90 degrees
   - Superhydrophobic: theta > 150 degrees

## Process Integration

- Nanomaterial Surface Functionalization Pipeline
- Thin Film Deposition Process Optimization

## Input Schema

```json
{
  "sample_id": "string",
  "probe_liquids": ["water", "diiodomethane", "formamide"],
  "measurement_type": "static|dynamic|wilhelmy",
  "surface_roughness": "number (nm, optional)"
}
```

## Output Schema

```json
{
  "contact_angles": [{
    "liquid": "string",
    "angle": "number (degrees)",
    "std_dev": "number"
  }],
  "surface_energy": {
    "total": "number (mJ/m2)",
    "dispersive": "number (mJ/m2)",
    "polar": "number (mJ/m2)"
  },
  "wettability_class": "string"
}
```

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