SafeLLMPlayground  by RUIYUN-ML

Learn LLM prompt security through interactive text adventures

Created 6 months ago
330 stars

Top 82.9% on SourcePulse

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Project Summary

A template for building LLM-based AI text adventure games, RUIYUN-ML/SafeLLMPlayground offers an educational experience through its example game, "Starfall Sword." This project aims to teach users about critical LLM security concepts, such as prompt injection and defense strategies, via an engaging, narrative-driven format. It serves as both a playable demonstration and a foundational structure for developing similar interactive AI security learning tools.

How It Works

The core of the project involves an interactive text adventure where players converse with an LLM character, the "Starfall Sword." This dialogue-driven gameplay is designed to organically introduce and explain complex topics like prompt injection vulnerabilities and various defense mechanisms. The experience is structured across distinct chapters, progressing from understanding injection techniques to implementing and defending against them, culminating in knowledge-based challenges and an epilogue.

Quick Start & Requirements

An online demo is readily available for immediate play. Instructions for local execution and the full open-source code are currently pending, with uploads being processed incrementally. Users should anticipate further updates for local setup.

Highlighted Details

  • Educational Focus: Directly addresses LLM prompt injection, jailbreaking, and defense concepts in an accessible, gamified format.
  • Interactive Narrative: Utilizes a story-driven approach with character dialogue to facilitate learning about AI security.
  • Structured Curriculum: Content is organized into three chapters: Prompt Injection, Defense Strategies, and Knowledge Scrolls, providing a progressive learning path.
  • Official Launch: The "Starfall Sword" game component officially launched in May 2026.

Maintenance & Community

Specific details regarding project maintainers, community channels (like Discord/Slack), or a public roadmap were not present in the provided README excerpt.

Licensing & Compatibility

The source code is released under the permissive MIT License. This allows for broad usage, modification, and distribution, including for commercial purposes, provided the license terms are adhered to and usage remains legal and compliant.

Limitations & Caveats

The project's local execution environment is not yet fully established, with open-source code uploads ongoing. This indicates the repository is in an active development or early release phase, and users seeking immediate local deployment may need to wait for further updates.

Health Check
Last Commit

1 day ago

Responsiveness

Inactive

Pull Requests (30d)
0
Issues (30d)
0
Star History
339 stars in the last 30 days

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