catalyst-analyzer

Catalyst performance analysis skill for activity testing, deactivation modeling, and optimization

509 stars

Best use case

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

Catalyst performance analysis skill for activity testing, deactivation modeling, and optimization

Teams using catalyst-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/catalyst-analyzer/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/specializations/domains/science/chemical-engineering/skills/catalyst-analyzer/SKILL.md"

Manual Installation

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

How catalyst-analyzer Compares

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

Frequently Asked Questions

What does this skill do?

Catalyst performance analysis skill for activity testing, deactivation modeling, and optimization

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

# Catalyst Analyzer Skill

## Purpose

The Catalyst Analyzer Skill evaluates catalyst performance, models deactivation kinetics, and supports catalyst selection and optimization for chemical processes.

## Capabilities

- Catalyst activity measurement analysis
- Selectivity evaluation
- Deactivation kinetics modeling
- Regeneration cycle optimization
- Catalyst screening support
- Turnover frequency calculation
- Surface area and porosity analysis
- Poison identification

## Usage Guidelines

### When to Use
- Evaluating catalyst candidates
- Modeling catalyst deactivation
- Optimizing regeneration cycles
- Troubleshooting performance decline

### Prerequisites
- Experimental data available
- Reaction mechanism understood
- Operating conditions defined
- Reference catalyst identified

### Best Practices
- Use consistent testing protocols
- Account for mass transfer effects
- Consider long-term stability
- Validate deactivation models

## Process Integration

This skill integrates with:
- Catalyst Evaluation and Optimization
- Kinetic Model Development
- Reactor Design and Selection

## Configuration

```yaml
catalyst-analyzer:
  analysis-types:
    - activity
    - selectivity
    - deactivation
    - regeneration
  catalyst-types:
    - heterogeneous
    - homogeneous
    - biocatalyst
```

## Output Artifacts

- Activity profiles
- Deactivation models
- Regeneration protocols
- Screening comparisons
- Recommendation reports

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