# Qrng Generator

> Qrng Generator is an Agent Skill for devops & security published in the a5c-ai/babysitter repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

Quantum random number generation skill for cryptographic applications

- Skill name: `qrng-generator`
- Category: [DevOps & Security](https://www.openparable.com/skill/devops-security/1)
- Source: https://github.com/a5c-ai/babysitter/blob/HEAD/library/specializations/domains/science/quantum-computing/skills/qrng-generator/SKILL.md
- Repository: a5c-ai/babysitter (1,548 GitHub stars when collected)

## SKILL.md

# QRNG Generator

## Purpose

Provides expert guidance on generating true random numbers using quantum processes for cryptographic and security applications.

## Capabilities

- Hadamard-based randomness generation
- Randomness extraction and post-processing
- NIST SP 800-90B compliance testing
- Entropy rate estimation
- Min-entropy analysis
- Integration with cryptographic APIs
- Bias correction
- Real-time QRNG streaming

## Usage Guidelines

1. **Circuit Design**: Build quantum circuits for randomness generation
2. **Execution**: Run on quantum hardware for true randomness
3. **Testing**: Verify randomness quality with statistical tests
4. **Post-Processing**: Apply extractors to remove bias
5. **Integration**: Connect QRNG output to cryptographic systems

## Tools/Libraries

- Qiskit
- NIST Statistical Test Suite
- dieharder
- TestU01
- PractRand

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Source: https://www.openparable.com/skill/devops-security/qrng-generator (OpenParable). Cite the canonical URL above.