msoedov/agentic_security

• highreadme#1

  Reposition the README's opening to emphasize its unique 'agentic' platform and red teaming capabilities

  原因：

  当前

  An open-source vulnerability scanner for Agent Workflows and Large Language Models (LLMs)<br />Protecting AI systems from jailbreaks, fuzzing, and multimodal attacks.

  复制粘贴的修复

  复制

  The **Agentic Security** platform is an open-source, agent-powered vulnerability scanner and AI red teaming kit designed to protect LLM applications from advanced threats like multi-step jailbreaks, prompt injection, fuzzing, and multimodal attacks.

  待办完成忽略
• mediumtopics#2

  Add more specific keywords to the repository topics

  原因：

  当前

  agent-framework, agent-security, ai-red-team, llm-evaluation, llm-evaluation-framework, llm-fuzzer, llm-fuzzer-aggregator, llm-fuzzing, llm-guardrails, llm-jailbreaks, llm-scanner, llm-security, llm-vulnerabilities, prompt-testing

  复制粘贴的修复

  复制

  agent-framework, agent-security, ai-red-team, llm-evaluation, llm-evaluation-framework, llm-fuzzer, llm-fuzzer-aggregator, llm-fuzzing, llm-guardrails, llm-jailbreaks, llm-scanner, llm-security, llm-vulnerabilities, prompt-testing, prompt-injection, ai-red-teaming-platform, llm-red-teaming

  待办完成忽略
• lowabout#3

  Refine the 'About' description for clarity and keyword density

  原因：

  当前

  Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪

  复制粘贴的修复

  复制

  An agentic LLM vulnerability scanning platform and AI red teaming kit for detecting jailbreaks, prompt injection, and multimodal attacks. 🧪

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How can I test my LLM applications for jailbreaks and prompt injection vulnerabilities?

  你：未被推荐
  AI 推荐顺序：

  1. Garak
  2. LLM Guard
  3. Prompt Security Toolkit (PST)
  4. Adversarial GLUE (AdvGLUE)
  5. OWASP Top 10 for LLM Applications
  6. Red Teaming with Human Experts
  7. LangChain

  AI 推荐了 7 个替代方案，却始终没点名 msoedov/agentic_security。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What tools help perform red teaming and security assessments for AI agent systems?

  你：未被推荐
  AI 推荐顺序：

  1. Giskard (GiskardAI/giskard)
  2. Adversarial Robustness Toolbox (ART) (IBM/adversarial-robustness-toolbox)
  3. OWASP Top 10 for Large Language Model Applications (LLM Top 10) (OWASP/owasp-llm-top-10)
  4. Microsoft Counterfit (Azure/counterfit)
  5. FAR AI's Red Teaming Platform
  6. PromptInject (Garak-ai/PromptInject)
  7. DeepMind's AI Safety Research Tools

  AI 推荐了 7 个替代方案，却始终没点名 msoedov/agentic_security。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of msoedov/agentic_security?

  pass
  ✓AI 明确点名了 msoedov/agentic_security

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts msoedov/agentic_security in production, what risks or prerequisites should they evaluate first?

  pass
  ⚠AI 未点名 msoedov/agentic_security —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo msoedov/agentic_security solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 msoedov/agentic_security

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？