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Title: GitHub - mega-edo/mega-security: Security optimization for AI agent systems. · GitHub

Open Graph Title: GitHub - mega-edo/mega-security: Security optimization for AI agent systems.

X Title: GitHub - mega-edo/mega-security: Security optimization for AI agent systems.

Description: Security optimization for AI agent systems. Contribute to mega-edo/mega-security development by creating an account on GitHub.

Open Graph Description: Security optimization for AI agent systems. Contribute to mega-edo/mega-security development by creating an account on GitHub.

X Description: Security optimization for AI agent systems. Contribute to mega-edo/mega-security development by creating an account on GitHub.

Opengraph URL: https://github.com/mega-edo/mega-security

X: @github

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19 Commits	https://github.com/mega-edo/mega-security/commits/main/
	https://github.com/mega-edo/mega-security/commits/main/
.claude-plugin	https://github.com/mega-edo/mega-security/tree/main/.claude-plugin
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	https://github.com/mega-edo/mega-security#mega-security
	https://github.com/mega-edo/mega-security/blob/main/LICENSE
	https://github.com/mega-edo/mega-security
	https://github.com/mega-edo/mega-security-leaderboard
	https://github.com/mega-edo/mega-security#-real-world-incidents-this-defends-against
	https://github.com/mega-edo/mega-security#-proven-across-4-vendors--2-tiers--3-scenarios
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What it does	https://github.com/mega-edo/mega-security#-what-it-does
Agent Security	https://github.com/mega-edo/mega-security#-agent-security-beyond-the-system-prompt
Benchmark	https://github.com/mega-edo/mega-security#-proven-across-4-vendors--2-tiers--3-scenarios
Leaderboard ↗	https://github.com/mega-edo/mega-security-leaderboard
megacode.ai ↗	https://megacode.ai
	https://github.com/mega-edo/mega-security#-why
	https://github.com/mega-edo/mega-security#-quick-start
	https://github.com/mega-edo/mega-security#-proven-across-4-vendors--2-tiers--3-scenarios
mega-security-leaderboard ↗	https://github.com/mega-edo/mega-security-leaderboard
	https://github.com/mega-edo/mega-security#-what-it-does
	https://github.com/mega-edo/mega-security#-agent-security--beyond-the-system-prompt
	https://github.com/mega-edo/mega-security#two-competing-axes--red-team-vs-blue-team
	https://github.com/mega-edo/mega-security#7-attack-categories--4-always-on--3-activated-by-archetype
	https://github.com/mega-edo/mega-security#hard-gates-vs-soft-gates--and-how-regulation-promotes-them
	https://github.com/mega-edo/mega-security#what-agent-optimize-actually-changes-in-your-code
	https://github.com/mega-edo/mega-security#-real-world-incidents-this-defends-against
Three AI coding agents leak simultaneously	https://venturebeat.com/security/ai-agent-runtime-security-system-card-audit-comment-and-control-2026
EchoLeak — M365 Copilot zero-click exfiltration	https://genai.owasp.org/2025/07/14/owasp-gen-ai-incident-exploit-round-up-q225/
asgeirtj	https://github.com/asgeirtj/system_prompts_leaks
CL4R1T4S	https://github.com/elder-plinius/CL4R1T4S
Gap chatbot jailbreak	https://www.emarketer.com/content/gap-chatbot-jailbreak-brand-safety-risk
Chevy "$1 Tahoe"	https://incidentdatabase.ai/cite/622/
OpenClaw "did exactly what they were told"	https://awesomeagents.ai/news/openclaw-agent-leaks-internal-threat-intelligence/
Obsidian Security	https://www.obsidiansecurity.com/blog/prompt-injection
	https://github.com/mega-edo/mega-security#-why-this-keeps-happening
	https://github.com/mega-edo/mega-security#i-built-it-with-claude-code-so-my-agent-is-secure-by-default
Multi-Model Prompt Injection Survey, SciTePress 2025	https://www.scitepress.org/Papers/2025/138384/138384.pdf
Vivek Haldar	https://vivekhaldar.com/articles/portability-of-llm-prompts/
PromptBridge, arXiv 2512.01420	https://arxiv.org/html/2512.01420v1
	https://github.com/mega-edo/mega-security#multi-api-agents-are-the-production-standard
LangDB	https://blog.langdb.ai/integrate-gemini-claude-deepseek-into-agents-sdk-by-openai
LiteLLM	https://github.com/BerriAI/litellm
OpenRouter	https://openrouter.ai/
Bifrost	https://www.getmaxim.ai/articles/gemini-cli-multi-model-setup-connect-to-claude-gpt-groq-and-20-providers-via-bifrost/
OpenClaude	https://github.com/Gitlawb/openclaude
	https://github.com/mega-edo/mega-security#-whats-in-the-box
	https://github.com/mega-edo/mega-security#-vetted-attack-pool
InjecAgent	https://github.com/uiuc-kang-lab/InjecAgent
	https://github.com/mega-edo/mega-security#-documentation
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	https://github.com/mega-edo/mega-security#-built-by-mega-code
MEGA Code	https://megacode.ai
	https://megacode.ai
	https://x.com/megacode_ai
	https://discord.gg/Dcr7JfYmuK
	https://github.com/mega-edo/mega-security#-contributing
github.com/mega-edo/mega-security	https://github.com/mega-edo/mega-security
	https://github.com/mega-edo/mega-security#-license
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	https://github.com/mega-edo/mega-security#-acknowledgments
HarmBench	https://github.com/centerforaisafety/HarmBench
TrustAIRLab/in-the-wild-jailbreak-prompts	https://huggingface.co/datasets/TrustAIRLab/in-the-wild-jailbreak-prompts
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back to top	https://github.com/mega-edo/mega-security#readme-top
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Python 96.9%	https://github.com/mega-edo/mega-security/search?l=python
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	https://github.com
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