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jailbreaks — Curated collection of LLM jailbreak prompts and bypass techniques, documenting adversarial inputs that circumvent AI model safety guardrails. | Kitploit
Tools/GitHubGitHub/togg53192-cmd/jailbreaks
Learning & EducationCurated ResourcesAI SecurityAdversarial Attack
GitHubtogg53192-cmd/jailbreaks

jailbreaks

Curated collection of LLM jailbreak prompts and bypass techniques, documenting adversarial inputs that circumvent AI model safety guardrails.

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Jailbreaks

A curated collection of system prompts, persona locks, workspace policies, and agent operating specifications for frontier, open-weight, and free stealth models.

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About

A working collection of 32 prompts targeting 26+ models, including complete system prompts, persona definitions, workspace policies, AGENTS.md files, configuration blocks, and Ollama Modelfiles.

Every file is intended to be complete and paste-ready. No summaries. No partial excerpts.

The collection covers:

  • Free stealth models available through OpenCode Zen
  • Open-weight families including GLM, DeepSeek, Kimi, Qwen, Gemma, and GPT-OSS
  • Closed frontier models including Claude, Gemini, Grok, and Mistral
  • Coding-agent and workspace instruction formats
  • Ollama Modelfiles and harness-specific configuration

New here? Start with the collection or jump directly to how to use.

[!WARNING] Research and educational purposes only.

This repository documents how instruction hierarchies, persona framing, prompt conflicts, and policy overrides can affect model behavior. These techniques are also useful to researchers and developers studying how to make AI systems more resistant to prompt injection and instruction manipulation.

Do not use this material to harm others, bypass applicable laws, or violate the terms of service of a platform or model provider.

❤️ Support the Project

I'm currently facing a limitation with continuing this project: I'm 15 years old and unfortunately can't afford to purchase API credits from OpenRouter myself.

The only reason I was able to continue researching, testing, and developing jailbreaks for so long was because someone generously provided me with $200 worth of API credits. Unfortunately, those credits have now run out, and I've reached a point where I can no longer continue testing and developing new jailbreaks without additional API access.

Want to help keep this project going?

If you're willing to support the project by providing an OpenRouter API key or API credits, I'd genuinely appreciate it.

Discord: rikki008

Even a small contribution would help me continue working on this project. Thank you to everyone who has supported it and contributed along the way!

Collection

OpenCode Zen — Free Stealth Models

ModelFileType
Big PickleBigPickle-opencode.mdVANTA persona lock with explicit operating floor
Space Bunnyspacebunny-agents.mdAssistant operating specification
LongCat 2.5longcat-agents.mdAssistant operating specification
MiMo V2.6mimo-2.6-agents.mdAssistant operating specification
Step 5 PreviewStep-5-preview.mdWorkspace operating profile
Muse Spark 1.3Muse spark 1.3.mdAgent deployment operating policy
Muse Spark 1.3 v2Muse-spark-1-3-v2.mdRuntime scope-note variant
Muse.aimuse-ai-AGENTS.mdAssistant operating specification
Muse WonderMuse-wonder.mdAgent operating instructions

Anthropic — Claude

ModelFileType
Opusopus v1.md · opus v2.mdConversational groundwork persona, v1 / v2
Sonnetsonnet v1.md · Sonnet v2.mdWriter's-room framing, v1 / v2

Zhipu — GLM / ZCode

ModelFileType
GLM-5.2glm-5.2.mdSystem prompt
GLM ZCode 5.2glm-zcode-5.2.mdSystem prompt
GLM ZCode 5.3glm-zcode-5.3.md · glm-zcode-5.3-AGENTS.mdSystem prompt + AGENTS.md drop-in
GLM-5.3 Flashglm-5-3-flash.mdAssistant operating specification
GLM-5.3 (OpenCode)glm5-3opencode.mdAssistant operating specification

DeepSeek

ModelFileType
DeepSeek V3deepseek v3.mdSystem prompt
DeepSeek V4deepseek v4.mdSystem prompt
DeepSeek 4.1deepseek-4-1.mdAssistant operating specification

Moonshot — Kimi

ModelFileType
Kimi K2kimi-k2.mdSystem prompt
Kimi K3kimi-k3-agents.mdWorkspace operating profile
Kimi K3.1kimik3.1.mdAssistant operating specification

xAI — Grok

ModelFileType
Grok BuildGrok build.mdAgent operating instructions
Grok 4.7grok-4.7.mdApp-builder workspace guide
Grok Configgrok-config.txt<CFG> priority and routing configuration

NVIDIA — Nemotron

ModelFileType
Nemotron 3 Ultra 550B A55Bnemotron-3-ultra.mdAssistant operating specification

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