# 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

```bash
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 |