library/specializations/domains/science/nanotechnology/skills/stm-analyzer/SKILL.md
Scanning Tunneling Microscopy skill for atomic-resolution imaging and local density of states measurements
npx skillsauth add a5c-ai/babysitter stm-analyzerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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The STM Analyzer skill provides atomic-resolution surface analysis through scanning tunneling microscopy, enabling visualization of atomic structures and measurement of local electronic properties.
Imaging
Spectroscopy
Data Processing
{
"data_file": "string",
"analysis_type": "imaging|spectroscopy|sts_mapping",
"bias_voltage": "number (V)",
"setpoint_current": "number (nA)"
}
{
"imaging": {
"atomic_structure": "string",
"lattice_constant": "number (nm)",
"defects_identified": ["string"]
},
"spectroscopy": {
"band_gap": "number (eV)",
"fermi_level": "number (eV)",
"density_of_states": {"energy": [], "dos": []}
}
}
development
Model documentation skill for generating model cards following Google's model card framework.
development
MLflow integration skill for experiment tracking, model registry, and artifact management. Enables LLMs to log experiments, compare runs, manage model lifecycle, and retrieve artifacts through the MLflow API.
data-ai
LIME-based local explanation skill for individual predictions across tabular, text, and image data.
devops
Kubeflow Pipelines skill for ML workflow orchestration, component management, and Kubernetes-native ML.