Armur-Ai/Pentest-Swarm-AI

• highreadme#1

  Reorder README introduction to lead with current pentesting capabilities

  原因：

  当前

  The section "Built for the Mythos era" immediately follows the H1 and subtitle, discussing future models before current capabilities.

  复制粘贴的修复

  复制

  Immediately after the H1 and subtitle, add a concise sentence that clearly states its current function and AI integration. For example: "Pentest Swarm AI is an open-source, AI-driven penetration testing tool that orchestrates a swarm of agents for recon, exploitation, and reporting, compatible with current LLMs like Claude Sonnet, Opus, Llama, and OpenAI-compatible models." This sentence should precede the "Built for the Mythos era" section.

  待办完成忽略
• highhomepage#2

  Add a homepage URL to the repository's About section

  原因：

  复制粘贴的修复

  复制

  A valid URL for the project's homepage (e.g., `https://armur.ai/pentest-swarm-ai` or similar) should be added to the repository's 'About' section.

  待办完成忽略
• mediumreadme#3

  Emphasize current LLM compatibility and supported security tools in README

  原因：

  当前

  "Wire in the model of your choice today — Claude Sonnet, Opus, Llama, anything OpenAI-compatible — and swap in Mythos the day access opens." is placed after the "Built for the Mythos era" section.

  复制粘贴的修复

  复制

  Create a dedicated "Key Features" or "Capabilities" section early in the README, listing current LLM compatibility and integrated security tools as distinct bullet points. For example:
  "### Key Features
  *   **AI-Powered Pentesting:** Orchestrates autonomous AI agents for recon, classification, exploitation, and reporting.
  *   **Broad LLM Compatibility:** Supports current models like Claude Sonnet, Opus, Llama, and any OpenAI-compatible LLM.
  *   **Integrated Security Tools:** Leverages 7+ native security tools including nmap, sqlmap, Burp, ZAP, and Metasploit."

  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 to automate full penetration testing workflows using multiple AI agents?

  你：未被推荐
  AI 推荐顺序：

  1. OpenAI GPT-4 / GPT-3.5
  2. LangChain (langchain-ai/langchain)
  3. LlamaIndex (run-llama/llama_index)
  4. Llama 2
  5. Mixtral
  6. Hugging Face Transformers (huggingface/transformers)
  7. vLLM (vllm-project/vllm)
  8. NVIDIA Triton Inference Server (triton-inference-server/server)
  9. AWS Bedrock
  10. Google Cloud Vertex AI
  11. Metasploit Framework (rapid7/metasploit-framework)
  12. Nuclei (projectdiscovery/nuclei)
  13. Nessus
  14. OpenVAS (greenbone/openvas)
  15. Burp Suite
  16. Nmap

  AI 推荐了 16 个替代方案，却始终没点名 Armur-Ai/Pentest-Swarm-AI。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Need an AI-driven system for continuous security monitoring and bug bounty program support.

  你：未被推荐
  AI 推荐顺序：

  1. HackerOne Clear
  2. Snyk
  3. CrowdStrike Falcon
  4. Wiz
  5. Qualys
  6. SentinelOne Singularity Platform

  AI 推荐了 6 个替代方案，却始终没点名 Armur-Ai/Pentest-Swarm-AI。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of Armur-Ai/Pentest-Swarm-AI?

  pass
  ✓AI 明确点名了 Armur-Ai/Pentest-Swarm-AI

  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 Armur-Ai/Pentest-Swarm-AI in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 Armur-Ai/Pentest-Swarm-AI

  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 Armur-Ai/Pentest-Swarm-AI solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 Armur-Ai/Pentest-Swarm-AI

  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？