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Rng Crypto Specialist

Community
egorfedorov
rng-crypto-specialist

Design, implement, and audit provably fair RNG and cryptographic seed workflows for casino games. Use when defining commit-reveal architecture, server/client seed lifecycle, nonce progression, hash/HMAC outcome derivation, bias-free range mapping, fairness transcript verification, or cryptographic release sign-off evidence.

Overview

Publisheregorfedorov
RepositorySlot-Casino-Game-Developer-Skills-for-Stake-Engine
Skill namerng-crypto-specialist
Stars
63
Forks
16
Bundled files
5
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 5 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by egorfedorov on GitHub. Read the source before you install it.

Installation

Install the Rng Crypto Specialist AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/egorfedorov/Slot-Casino-Game-Developer-Skills-for-Stake-Engine.git /tmp/Slot-Casino-Game-Developer-Skills-for-Stake-Engine
mkdir -p .claude/skills
cp -r /tmp/Slot-Casino-Game-Developer-Skills-for-Stake-Engine/rng-crypto-specialist .claude/skills/rng-crypto-specialist
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Rng Crypto Specialist in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Rng Crypto Specialist on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Rng Crypto Specialist is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

RNG Crypto Specialist

Use this skill to make RNG behavior reproducible, tamper-evident, and independently verifiable.

Workflow

  1. Define fairness contract before implementation.
  • Specify game outcomes that are RNG-derived, transcript fields, and reveal timing.
  • Set immutable rules for server seed rotation, client seed changes, and nonce increments.
  • Declare what players can verify pre- and post-reveal.
  1. Choose cryptographic primitives and transcript schema.
  • Prefer SHA-256 commitments and HMAC-SHA256 outcome derivation unless the system requires otherwise.
  • Store canonical transcript fields: serverSeedHash, serverSeed (after reveal), clientSeed, nonce, gameId, mode, and outcome.
  • Define exact string/byte serialization and encoding rules to avoid replay mismatches.
  1. Enforce bias-free outcome mapping.
  • Derive randomness from deterministic crypto material only.
  • Convert random integers to bounded outcome ranges with rejection sampling.
  • Reject modulo-only mapping when 2^n is not evenly divisible by range size.
  1. Implement seed and nonce lifecycle controls.
  • Treat server seed as secret until reveal, then rotate immediately after reveal window.
  • Keep per-session or per-player nonce monotonic and gap-free.
  • Block replay or out-of-order nonce acceptance at API boundaries.
  1. Verify transcripts with deterministic tooling.
  • Recompute commitment hashes from revealed server seeds.
  • Recompute expected outcomes from serverSeed, clientSeed, and nonce.
  • Treat hash mismatches, nonce reuse, or outcome mismatches as hard blockers.
  1. Produce cryptographic sign-off package.
  • Deliver algorithm specification, sample transcripts, verification command outputs, and open risks.
  • Include exact patch plan with file paths for any fixes.

Commands

bash
python3 scripts/verify_provably_fair.py \
  --server-seed "<secret>" \
  --client-seed "<client>" \
  --nonce 0 \
  --range-max 10000

python3 scripts/verify_provably_fair.py \
  --input <transcript.jsonl> \
  --default-range-max 10000

Treat non-zero exits as blocker findings.

Output Contract

When handling RNG crypto tasks, return:

  1. Protocol Summary: commit-reveal flow, primitives, serialization, and rotation policy.
  2. Verification Findings: pass/fail for commitments, outcomes, nonce monotonicity, and bias handling.
  3. Patch Plan: exact files/functions to change and why.
  4. Evidence: commands run and key outputs.
  5. Residual Risks: unresolved issues preventing sign-off.

References

  • references/workflow.md: end-to-end implementation and audit procedure.
  • references/crypto-primitives.md: approved primitives, mappings, and pitfalls.
  • references/signoff-template.md: concise report structure for handoff.

Execution Rules

  • Keep pre-reveal server seeds confidential; never log plaintext secrets in production traces.
  • Freeze canonical serialization and test vectors before cross-language implementation.
  • Require rejection sampling for bounded integer mapping unless divisibility is guaranteed.
  • Mark any unverifiable outcome path as non-compliant.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Rng Crypto Specialist AI skill do?

Design, implement, and audit provably fair RNG and cryptographic seed workflows for casino games. Use when defining commit-reveal architecture, server/client seed lifecycle, nonce progression, hash/HMAC outcome derivation, bias-free range mapping, fairness transcript verification, or cryptographic release sign-off evidence.

Why use Rng Crypto Specialist on TypingMind?

Because you install it once and use it with any model. Rng Crypto Specialist is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Rng Crypto Specialist in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/egorfedorov/Slot-Casino-Game-Developer-Skills-for-Stake-Engine/tree/main/rng-crypto-specialist. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Rng Crypto Specialist?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Rng Crypto Specialist?

As many as you like. As long as a model supports skills, you can use Rng Crypto Specialist with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Rng Crypto Specialist AI skill free?

It is published on GitHub by egorfedorov. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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