mukul975/Anthropic-Cybersecurity-Skills

• highreadme#1

  Clarify the repo's nature as a structured dataset/knowledge base in the README

  原因：

  当前

  ### The largest open-source cybersecurity skills library for AI agents

  复制粘贴的修复

  复制

  ### The largest open-source cybersecurity skills library for AI agents
  This repository provides a comprehensive, structured dataset of 754 cybersecurity skills, designed as a knowledge base for AI agents in security operations.

  待办完成忽略
• mediumabout#2

  Refine the 'About' description to emphasize 'structured dataset' and 'knowledge base'

  原因：

  当前

  754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 26 security domains · Apache 2.0

  复制粘贴的修复

  复制

  A structured dataset and knowledge base of 754 cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 26 security domains · Apache 2.0

  待办完成忽略
• mediumtopics#3

  Add specific topics for 'AI agent skills', 'cybersecurity dataset', and 'security knowledge base'

  原因：

  当前

  ai-agents, claude-code, cloud-security, cybersecurity, devsecops, ethical-hacking, incident-response, infosec, llm, malware-analysis, mcp, mitre-attack, nist-csf, osint, penetration-testing, red-team, security, security-automation, threat-hunting, threat-intelligence

  复制粘贴的修复

  复制

  ai-agents, claude-code, cloud-security, cybersecurity, devsecops, ethical-hacking, incident-response, infosec, llm, malware-analysis, mcp, mitre-attack, nist-csf, osint, penetration-testing, red-team, security, security-automation, threat-hunting, threat-intelligence, ai-agent-skills, cybersecurity-dataset, security-knowledge-base

  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 integrate structured cybersecurity skills into AI agents for security operations?

  你：未被推荐
  AI 推荐顺序：

  1. Apache Jena (apache/jena)
  2. Protégé (protegeproject/protege)
  3. Stardog
  4. spaCy (explosion/spaCy)
  5. Hugging Face Transformers (huggingface/transformers)
  6. NLTK (nltk/nltk)
  7. Splunk SOAR
  8. Palo Alto Networks Cortex XSOAR
  9. Swimlane
  10. scikit-learn (scikit-learn/scikit-learn)
  11. TensorFlow (tensorflow/tensorflow)
  12. PyTorch (pytorch/pytorch)
  13. Elasticsearch (elastic/elasticsearch)
  14. Logstash (elastic/logstash)
  15. Kibana (elastic/kibana)
  16. Apache Kafka (apache/kafka)

  AI 推荐了 16 个替代方案，却始终没点名 mukul975/Anthropic-Cybersecurity-Skills。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Are there open-source libraries providing AI agent security skills mapped to industry standards?

  你：未被推荐
  AI 推荐顺序：

  1. OWASP Top 10 for LLMs
  2. Garak
  3. LLM Guard
  4. LangChain
  5. Microsoft Guidance
  6. NeMo Guardrails
  7. SecML

  AI 推荐了 7 个替代方案，却始终没点名 mukul975/Anthropic-Cybersecurity-Skills。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 mukul975/Anthropic-Cybersecurity-Skills?

  pass
  ✓AI 明确点名了 mukul975/Anthropic-Cybersecurity-Skills

  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 mukul975/Anthropic-Cybersecurity-Skills in production, what risks or prerequisites should they evaluate first?

  pass
  ⚠AI 未点名 mukul975/Anthropic-Cybersecurity-Skills —— 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 mukul975/Anthropic-Cybersecurity-Skills solve, and who is the primary audience?

  pass
  ⚠AI 未点名 mukul975/Anthropic-Cybersecurity-Skills —— 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？