ToF-SIMS Analyzer
SkillDev toolsTime-of-Flight Secondary Ion Mass Spectrometry skill for molecular surface analysis and imaging
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the ToF-SIMS Analyzer skill
What this skill tells your AI
The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/science/nanotechnology/skills/tof-sims-analyzer/SKILL.md and read by ahel’s review.
Purpose
The ToF-SIMS Analyzer skill provides molecular-level surface analysis capabilities for nanomaterials, enabling identification of surface species, chemical imaging, and depth profiling with high sensitivity.
Capabilities
- Molecular ion identification
- Surface contamination analysis
- 2D and 3D chemical imaging
- Isotope labeling detection
- Depth profiling
- Principal component analysis of spectra
Usage Guidelines
ToF-SIMS Analysis
-
Spectral Analysis
- Identify characteristic fragments
- Build peak lists for materials
- Apply multivariate analysis
-
Imaging Mode
- Optimize spatial resolution
- Generate chemical maps
- Correlate with topography
-
Depth Profiling
- Select appropriate sputter source
- Monitor interface sharpness
- Account for matrix effects
Process Integration
- Multi-Modal Nanomaterial Characterization Pipeline
- Nanomaterial Surface Functionalization Pipeline
Input Schema
{
"sample_id": "string",
"analysis_mode": "spectral|imaging|depth_profile",
"primary_ion": "Bi3+|Bi1+|C60+",
"polarity": "positive|negative",
"area_of_interest": {"x": "number", "y": "number"}
}
Output Schema
{
"identified_species": [{
"mass": "number (amu)",
"assignment": "string",
"intensity": "number"
}],
"chemical_maps": [{
"species": "string",
"image_path": "string"
}],
"pca_results": {
"principal_components": "number",
"variance_explained": ["number"]
}
}
Signals
- GitHub stars
- 2k
- Forks
- 112
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
tof-sims-analyzer- Source
- github.com/a5c-ai/babysitter