STM Analyzer

SkillDev tools

Scanning Tunneling Microscopy skill for atomic-resolution imaging and local density of states measurements

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

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 STM 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/stm-analyzer/SKILL.md and read by ahel’s review.

Purpose

The STM Analyzer skill provides atomic-resolution surface analysis through scanning tunneling microscopy, enabling visualization of atomic structures and measurement of local electronic properties.

Capabilities

  • Atomic-resolution imaging
  • STS (Scanning Tunneling Spectroscopy)
  • Local density of states mapping
  • Surface reconstruction analysis
  • Molecular imaging
  • Low-temperature operation protocols

Usage Guidelines

STM Analysis

  1. Imaging

    • Optimize tunneling parameters
    • Apply drift correction
    • Identify atomic features
  2. Spectroscopy

    • Acquire dI/dV spectra
    • Map electronic states
    • Identify band structure features
  3. Data Processing

    • Apply Fourier filtering
    • Correct for thermal drift
    • Calibrate atomic distances

Process Integration

  • In-Situ Characterization Experiment Design
  • Structure-Property Correlation Analysis

Input Schema

{
  "data_file": "string",
  "analysis_type": "imaging|spectroscopy|sts_mapping",
  "bias_voltage": "number (V)",
  "setpoint_current": "number (nA)"
}

Output Schema

{
  "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": []}
  }
}

Signals

GitHub stars
2k
Forks
112
Last commit
Sep 2026
Advanced
Item type
skill
Key
stm-analyzer
Source
github.com/a5c-ai/babysitter