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nanocatalyst-performance-analyzer

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Nanocatalysis skill for evaluating catalytic activity, selectivity, and stability of nanomaterial catalysts

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How to use this skill

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Source SKILL.md: https://github.com/a5c-ai/babysitter/blob/HEAD/library/specializations/domains/science/nanotechnology/skills/nanocatalyst-performance-analyzer/SKILL.md

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Nanocatalyst Performance Analyzer

Purpose

The Nanocatalyst Performance Analyzer skill provides comprehensive evaluation of nanomaterial catalyst performance, enabling systematic assessment of activity, selectivity, and stability for catalytic applications.

Capabilities

  • Turnover frequency (TOF) calculation
  • Selectivity analysis
  • Activation energy determination
  • Stability and recyclability testing
  • Surface area normalization (BET)
  • Reaction mechanism investigation

Usage Guidelines

Catalyst Evaluation

  1. Activity Assessment

    • Measure conversion vs time
    • Calculate TOF
    • Normalize to surface area
  2. Selectivity Analysis

    • Identify products
    • Calculate selectivities
    • Map reaction pathways
  3. Stability Testing

    • Run recyclability tests
    • Monitor deactivation
    • Characterize spent catalyst

Process Integration

  • Nanocatalyst Development and Performance Optimization

Input Schema

{
  "catalyst_id": "string",
  "reaction": "string",
  "reactants": [{"name": "string", "concentration": "number"}],
  "temperature": "number (C)",
  "pressure": "number (atm)",
  "catalyst_mass": "number (mg)"
}

Output Schema

{
  "activity": {
    "conversion": "number (%)",
    "tof": "number (1/s)",
    "specific_activity": "number (mol/g/s)"
  },
  "selectivity": [{
    "product": "string",
    "selectivity": "number (%)"
  }],
  "kinetics": {
    "activation_energy": "number (kJ/mol)",
    "rate_law": "string"
  },
  "stability": {
    "cycles_tested": "number",
    "activity_retention": "number (%)"
  }
}