cyrusagents/cyrus

• highreadme#1

  Reposition the README's opening to emphasize "self-hosted autonomous AI engineering agent"

  原因：

  当前

  Your (Claude Code|Codex|Cursor|Gemini) powered (Linear|GitHub|GitLab|Slack) agent. Cyrus monitors (Linear|GitHub|GitLab|Slack) issues assigned to it, creates isolated Git worktrees for each issue, runs (Claude Code|Codex|Cursor|Gemini) sessions to process them, and streams detailed agent activity updates back to (Linear|GitHub), along with rich interactions like dropdown selects and approvals.

  复制粘贴的修复

  复制

  Cyrus is a self-hosted, autonomous AI engineering agent that monitors and automates tasks across Linear, GitHub, GitLab, and Slack. Powered by Claude Code, Codex, Cursor, or Gemini, Cyrus creates isolated Git worktrees for issues, processes them with AI sessions, and streams detailed activity updates and rich interactions back to your platforms.

  待办完成忽略
• mediumtopics#2

  Add more specific topics related to autonomous and self-hosted AI engineering automation

  原因：

  当前

  agent, ai, claude, claudecode, codex, cursor, engineer, gemini, github, linear, slack

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  agent, ai, claude, claudecode, codex, cursor, engineer, gemini, github, linear, slack, autonomous-agent, self-hosted-ai, engineering-automation, devops-automation, issue-automation, code-generation

  待办完成忽略
• lowreadme#3

  Add a "Why Cyrus?" or "Comparison" section to clarify its unique value

  原因：

  复制粘贴的修复

  复制

  ## Why Cyrus?
  Cyrus stands apart from generic code assistants like GitHub Copilot or Cursor, and foundational LLM frameworks like LangChain or LlamaIndex. Unlike these tools, Cyrus is a production-grade, self-hosted framework designed for building, running, and managing long-running, persistent, and scalable autonomous AI agents. It doesn't just assist with code; it actively monitors, processes, and automates complex engineering workflows across your entire development stack.

  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 automate issue resolution and code generation using an AI agent for my dev team?

  你：未被推荐
  AI 推荐顺序：

  1. GitHub Copilot
  2. Cursor
  3. OpenAI API
  4. LangChain (langchain-ai/langchain)
  5. LlamaIndex (run-llama/llama_index)
  6. CodiumAI
  7. Tabnine

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

  查看 AI 完整回答
• 品类问题

  Self-hosted AI agent to monitor GitHub and Slack for engineering tasks and automate code changes.

  你：未被推荐
  AI 推荐顺序：

  1. CodiumAI
  2. GitHub Copilot Enterprise
  3. OpenAI API
  4. LangChain
  5. LlamaIndex
  6. Hugging Face Transformers
  7. Llama 3
  8. Mixtral
  9. CodeLlama
  10. Autogen

  AI 推荐了 10 个替代方案，却始终没点名 cyrusagents/cyrus。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 cyrusagents/cyrus?

  pass
  ✓AI 明确点名了 cyrusagents/cyrus

  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 cyrusagents/cyrus in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 cyrusagents/cyrus

  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 cyrusagents/cyrus solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 cyrusagents/cyrus

  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？