AgentSkillsCN

stim-simulator

使用 Stim 进行 Clifford 电路模拟，助力纠错研究

SKILL.md
--- frontmatter
name: stim-simulator
description: Clifford circuit simulation skill using Stim for error correction studies
allowed-tools:
  - Bash
  - Read
  - Write
  - Edit
  - Glob
  - Grep
metadata:
  specialization: quantum-computing
  domain: science
  category: error-management
  phase: 6

Stim Simulator

Purpose

Provides expert guidance on fast stabilizer circuit simulation using Stim, enabling large-scale quantum error correction studies and noise analysis.

Capabilities

  • •Fast stabilizer circuit simulation
  • •Error injection and propagation
  • •Detector sampling
  • •Circuit tableau tracking
  • •Memory-efficient large-scale simulation
  • •Monte Carlo error rate estimation
  • •Detector error model generation
  • •Pauli frame simulation

Usage Guidelines

  1. •Circuit Construction: Build Stim circuits with appropriate gates and noise
  2. •Detector Definition: Specify detectors for syndrome measurement
  3. •Sampling: Generate detector samples for decoding analysis
  4. •Error Model: Extract detector error models for decoder training
  5. •Statistics: Collect sufficient samples for statistical significance

Tools/Libraries

  • •Stim
  • •Stimcirq
  • •PyMatching
  • •NumPy