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Awesome_GPT_Super_Prompting

calendar_todayAdded Jan 24, 2026
categoryDocs, Tutorials & Resources
codeOpen Source
Python大语言模型Knowledge BaseDocs, Tutorials & ResourcesEducation & Research ResourcesSecurity & Privacy

A comprehensive knowledge base containing ChatGPT jailbreaks, prompt leaks, prompt injections, super prompts, and AI security attack/defense resources, ideal for AI researchers and developers.

One-Minute Overview#

Awesome_GPT_Super_Prompting is a carefully curated collection of resources covering ChatGPT jailbreaks, GPT assistant prompt leaks, prompt injection attacks and defenses, prompt engineering, and AI security. It serves as a one-stop reference for AI security researchers, AI engineers, and prompt engineers.

Core Value: Provides both offensive and defensive AI prompt techniques, helping explore the security boundaries of large language models and optimize prompt engineering skills.

Getting Started#

Installation Difficulty: Low - Direct access to the GitHub repository provides immediate access to all resources

# No installation required, direct access to GitHub repository
https://github.com/CyberAlbSecOP/Awesome_GPT_Super_Prompting

Is this suitable for my scenario?

  • ✅ AI Security Researchers: Need to understand the latest prompt injection techniques and defense methods
  • ✅ AI Application Developers: Want to optimize prompts for better AI output quality
  • ✅ Ethical AI Researchers: Exploring AI security boundaries and limitation bypass methods
  • ❌ General AI Tool Users: This resource library is specialized and not suitable for non-technical users

Core Capabilities#

1. ChatGPT Jailbreak Techniques#

  • Collection of methods and techniques to bypass ChatGPT limitations Actual Value: Helps researchers understand AI security vulnerabilities and provides references for building more secure AI systems

2. GPT Assistant Prompt Leaks#

  • Collection of public GPT system prompts and configurations Actual Value: Understanding the internal working mechanisms of AI assistants to optimize prompt design

3. Prompt Injection Offense and Defense#

  • Provides attack vector analysis and defense strategies Actual Value: Helps developers identify and prevent prompt injection attacks, protecting AI system security

4. Super Prompt Library#

  • Contains numerous optimized high-quality prompt templates Actual Value: Improves AI output quality and reduces prompt trial-and-error costs

Tech Stack and Integration#

Development Language: Unknown (Pure resource collection project) Main Dependencies: None (GitHub knowledge base project) Integration Method: Resource reference/learning materials

Maintenance Status#

  • Development Activity: Unknown (But appears to be maintained based on resource updates and version 2.0 plans)
  • Recent Updates: Recent content updates, with planned improvements for version 2.0
  • Community Response: High community engagement as evidenced by GitHub stars

Commercial and Licensing#

License: Unknown

  • ✅ Commercial: Allowed (as a knowledge base)
  • ✅ Modification: Allowed
  • ⚠️ Restrictions: Follow the licenses of individual included projects

Documentation and Learning Resources#

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