derisk-ai/OpenDerisk

• highreadme#1

  Reposition README opening to clarify open-source, AI-native, multi-agent focus

  原因：

  当前

  OpenDeRisk is an AI-Native Risk Intelligence System designed as your application system's intelligent manager, providing 7×24 hour comprehensive and in-depth protection.

  复制粘贴的修复

  复制

  OpenDeRisk is an **open-source, AI-Native Risk Intelligence System** that leverages a **multi-agent architecture** to act as your application system's intelligent manager, providing 7×24 hour comprehensive and in-depth protection. Unlike traditional enterprise security platforms, OpenDeRisk offers a transparent, extensible framework for proactive risk identification and deep root cause analysis.

  待办完成忽略
• mediumhomepage#2

  Add a homepage URL to the repository metadata

  原因：

  复制粘贴的修复

  复制

  https://[YOUR_PROJECT_WEBSITE_OR_REPO_URL_HERE]

  待办完成忽略
• lowtopics#3

  Add more specific topics to improve categorization

  原因：

  当前

  agent, ai-sre, aigc, devops, mcp, multi-agent-systems, multi-agents-orchestration, rag, risk, rl, sre

  复制粘贴的修复

  复制

  agent, ai-sre, aigc, devops, mcp, multi-agent-systems, multi-agents-orchestration, rag, risk, rl, sre, open-source, application-security, risk-intelligence, ai-security

  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 use AI to proactively identify and mitigate application system risks?

  你：未被推荐
  AI 推荐顺序：

  1. Splunk Enterprise Security (ES) with Machine Learning Toolkit
  2. Elastic Security (formerly Elastic SIEM) with Machine Learning
  3. Microsoft Azure Sentinel with Azure Machine Learning
  4. Google Cloud Security Command Center (SCC) with Chronicle Security Operations
  5. IBM Security QRadar Advisor with Watson
  6. CrowdStrike Falcon Platform (with Falcon Insight XDR and Falcon Fusion)
  7. Darktrace Enterprise Immune System

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

  查看 AI 完整回答
• 品类问题

  What tools provide multi-agent SRE capabilities for deep root cause analysis across logs and traces?

  你：未被推荐
  AI 推荐顺序：

  1. Dynatrace
  2. New Relic One
  3. Datadog
  4. Splunk Observability Cloud
  5. Honeycomb
  6. Loki (grafana/loki)
  7. Tempo (grafana/tempo)
  8. Mimir (grafana/mimir)
  9. Prometheus (prometheus/prometheus)
  10. Grafana (grafana/grafana)
  11. Lightstep

  AI 推荐了 11 个替代方案，却始终没点名 derisk-ai/OpenDerisk。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 derisk-ai/OpenDerisk?

  pass
  ✓AI 明确点名了 derisk-ai/OpenDerisk

  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 derisk-ai/OpenDerisk in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 derisk-ai/OpenDerisk

  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 derisk-ai/OpenDerisk solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 derisk-ai/OpenDerisk

  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？