qrng-generator

Quantum random number generation skill for cryptographic applications

509 stars

Best use case

qrng-generator is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Quantum random number generation skill for cryptographic applications

Teams using qrng-generator should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/qrng-generator/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/specializations/domains/science/quantum-computing/skills/qrng-generator/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/qrng-generator/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How qrng-generator Compares

Feature / Agentqrng-generatorStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Quantum random number generation skill for cryptographic applications

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# 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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