Agent skill · AI & Agents

noise-modeler

Quantum noise modeling skill for simulation and hardware characterization

majiayu000github.com/majiayu000GitHub ↗
claude-codecan modify filesMIT
Install
npx skills add majiayu000/claude-skill-registry --skill noise-modeler --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 1 KB
Bundled scripts: none
Allowed tools: -Bash-Read-Write-Edit-Glob-Grep
Path: skills/ai-ml/noise-modeler/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Noise Modeler ## Purpose Provides expert guidance on quantum noise modeling for realistic simulation and hardware characterization analysis. ## Capabilities - Depolarizing channel modeling - Amplitude damping models - Phase damping models - Crosstalk noise models - Readout error modeling - Custom noise model construction - Kraus operator representation - Pauli channel conversion ## Usage Guidelines 1. **Noise Identification**: Determine dominant noise sources from benchmarking data 2. **Model Construction**: Build appropriate noise channels for each error type 3. **Parameter Extraction**: Fit model parameters to experimental data 4. **Simulation Integration**: Apply noise models to circuit simulations 5. **Validation**: Compare noisy simulations with hardware results ## Tools/Libraries - Qiskit Aer - Cirq - PennyLane - QuTiP - NumPy

What's inside
Steps it walks through
  1. Purpose
  2. Capabilities
  3. Usage Guidelines
  4. Tools/Libraries
Ships with 1 file
  • metadata.json
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About this skill
What does the noise-modeler skill do?

Quantum noise modeling skill for simulation and hardware characterization

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill noise-modeler --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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