# Qrng Generator

> Quantum random number generation skill for cryptographic applications

- Skill: `a5c-ai/qrng-generator` (Agent Skill)
- Install (CLI): `npx skillmds@latest add a5c-ai/qrng-generator`
- Raw SKILL.md: https://api.skillmd.com/api/skills/a5c-ai/qrng-generator/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: a5c-ai (https://skillmd.com/u/a5c-ai)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/a5c-ai/qrng-generator

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# 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