Agent-Skills.md

Agent Skills: Mitiq Error Mitigator

Error mitigation skill using Mitiq for NISQ device noise reduction

error-managementID: a5c-ai/babysitter/mitiq-error-mitigator

Repository

a5c-ai/babysitter
a5c-aiLicense: MIT
244

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pnpm dlx add-skill https://github.com/a5c-ai/babysitter/tree/HEAD/library/specializations/domains/science/quantum-computing/skills/mitiq-error-mitigator

Skill Files

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library/specializations/domains/science/quantum-computing/skills/mitiq-error-mitigator/SKILL.md

Skill Metadata

Name
mitiq-error-mitigator
Description
Error mitigation skill using Mitiq for NISQ device noise reduction

Mitiq Error Mitigator

Purpose

Provides expert guidance on error mitigation techniques for NISQ devices using Mitiq, reducing the impact of noise without full quantum error correction.

Capabilities

  • Zero-noise extrapolation (ZNE)
  • Probabilistic error cancellation (PEC)
  • Clifford data regression (CDR)
  • Digital dynamical decoupling
  • Pauli twirling
  • Learning-based error mitigation
  • Noise scaling methods
  • Extrapolation fitting

Usage Guidelines

  1. Technique Selection: Choose mitigation method based on noise characteristics
  2. Noise Scaling: Configure appropriate noise amplification factors
  3. Extrapolation: Select fitting model for zero-noise extrapolation
  4. Overhead Analysis: Evaluate sampling overhead vs. accuracy improvement
  5. Validation: Compare mitigated results with theoretical expectations

Tools/Libraries

  • Mitiq
  • Qiskit
  • Cirq
  • PennyLane
  • NumPy