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red-teaming/godmode/references/jailbreak-repos.md

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+# 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 |