2.2 KiB
Jailbreak Repos & Techniques (May 2026)
Already Integrated in Skill
- L1B3RT4S (18.6K★) — elder-plinius/L1B3RT4S — prompt templates
- G0DM0D3 (5.8K★) — elder-plinius/G0DM0D3 — prompt templates
Automated Attack Frameworks
GA — General-Analysis/GA (572★)
Best for: Automated jailbreak generation, one-line execution. Methods:
- TAP (Tree-of-Attacks with Pruning) — arxiv:2312.02119 — black-box tree search
- GCG (Greedy Coordinate Gradients) — arxiv:2307.15043 — white-box gradient optimization
- Crescendo — arxiv:2404.01833 — multi-turn gradual jailbreak
- AutoDAN — arxiv:2310.04451 — stealthy jailbreak generation
- AutoDAN-Turbo — arxiv:2410.05295 — strategy self-exploration
- Bijection Learning — arxiv:2410.01294
git clone https://github.com/General-Analysis/GA.git && cd GA && pip install -e .
Novel Techniques
Spiritual-Spell-Red-Teaming (1.2K★)
Goochbeater/Spiritual-Spell-Red-Teaming Uses zero-width Unicode characters to hide jailbreak instructions. Embeds invisible text that the model processes but safety classifiers miss. Mainly targets Claude.
ISC-Bench — Internal Safety Collapse (766★)
wuyoscar/ISC-Bench — arxiv:2603.23509 Academic paper: turns LLMs into sensitive data generators by exploiting internal safety collapse. More of a research benchmark than a practical tool.
HacxGPT (921★)
lucija8320nhung4/HacxGPT CLI tool for unrestricted AI model access with multi-provider support. Practical tool, not just prompts.
Curated Collections
Awesome_GPT_Super_Prompting (3.9K★)
CyberAlbSecOP/Awesome_GPT_Super_Prompting Large curated list of jailbreaks, prompt leaks, injection techniques. Good reference for discovering new methods.
AI-Prompt-Injection-Cheatsheet (56★)
nukIeer/AI-Prompt-Injection-Cheatsheet Quick-reference snippets for prompt injection and jailbreaking.
When to Use What
| Situation | Tool |
|---|---|
| Quick manual jailbreak | G0DM0D3 / L1B3RT4S templates |
| Automated attack on API model | GA (TAP or Crescendo) |
| Automated attack on local model | GA (GCG — needs model weights) |
| Unicode/invisible text tricks | Spiritual-Spell |
| CLI tool for multi-provider | HacxGPT |