affaan-m/agentshield

• hightopics#1

  Expand GitHub topics to include broader security and deployment terms

  原因：

  当前

  ai-agent, anthropic, claude-code, hackathon, mcp, opus, security

  复制粘贴的修复

  复制

  ai-agent, security, ai-security, agent-security, llm-security, vulnerability-scanner, prompt-injection, cli, github-action, anthropic, claude-code

  待办完成忽略
• highreadme#2

  Reposition the README's opening to emphasize its role as a dedicated AI agent security scanner tool

  原因：

  当前

  Security auditor for AI agent configurations Scans Claude Code setups for hardcoded secrets, permission misconfigs, hook injection, MCP server risks, and agent prompt injection vectors.

  复制粘贴的修复

  复制

  AgentShield is a dedicated security scanner for AI agent configurations. It automatically detects vulnerabilities in agent setups, MCP servers, and tool permissions, including hardcoded secrets, permission misconfigurations, hook injection, and prompt injection vectors. Available as a CLI, GitHub Action, and GitHub App integration, AgentShield provides a crucial layer of defense for your AI agents.

  待办完成忽略
• mediumabout#3

  Refine the 'About' description to explicitly state it's a vulnerability scanning tool

  原因：

  当前

  AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️

  复制粘贴的修复

  复制

  AgentShield is an AI agent security vulnerability scanning tool. It detects critical vulnerabilities in agent configurations, MCP servers, and tool permissions, including prompt injection and data exfiltration risks. Available as a CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️

  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 audit my AI agent configurations for security vulnerabilities and risks?

  你：未被推荐
  AI 推荐顺序：

  1. OWASP AI Exchange (AIX)
  2. Microsoft Azure AI Security Checklist
  3. IBM AI Governance Toolkit
  4. Google Cloud AI Security Best Practices
  5. Fiddler AI
  6. Adversarial Robustness Toolbox (ART)
  7. DeepMind's AI Safety Research

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

  查看 AI 完整回答
• 品类问题

  CLI or GitHub Action to scan AI agent code for secrets and permissions?

  你：未被推荐
  AI 推荐顺序：

  1. GitGuardian (GitGuardian/ggshield)
  2. TruffleHog (trufflesecurity/trufflehog)
  3. Semgrep (semgrep/semgrep)
  4. detect-secrets (Yelp/detect-secrets)
  5. Gitleaks (gitleaks/gitleaks)
  6. Snyk Code (snyk/snyk)
  7. Checkov (bridgecrewio/checkov)

  AI 推荐了 7 个替代方案，却始终没点名 affaan-m/agentshield。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 affaan-m/agentshield?

  pass
  ✓AI 明确点名了 affaan-m/agentshield

  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 affaan-m/agentshield in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 affaan-m/agentshield

  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 affaan-m/agentshield solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 affaan-m/agentshield

  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？