KevRojo/Dulus

• highabout#1

  Clarify the repository description to explicitly state it's an AI agent, not a web framework

  原因：

  当前

  The best CLI agent - The only system capable of maintaining a 98% cache hit rate across a 2 billion token session lasting 3 months. — reads & edits files, runs Bash, greps your repo, browses the web, ships commits, all from your terminal.

  复制粘贴的修复

  复制

  Dulus is a powerful, API-key-free CLI AI agent that reads & edits files, runs Bash, greps your repo, browses the web, and ships commits, all from your terminal. It uniquely maintains a 98% cache hit rate across 2 billion token sessions.

  待办完成忽略
• hightopics#2

  Add more specific topics related to CLI AI agents and local AI

  原因：

  当前

  agent, ai, assistant, claw, dulus, falcon, openai, python3, web-provider

  复制粘贴的修复

  复制

  agent, ai, assistant, dulus, openai, python3, ai-agent, cli-tool, autonomous-agent, local-ai, no-api-key, terminal-agent, code-generation, web-browsing, bash-automation

  待办完成忽略
• mediumreadme#3

  Add a clear, concise category statement to the README's opening

  原因：

  当前

  > **Use IA agents without an API key. $0.**
  > **Hunt. Patch. Ship.** A Python autonomous agent that flies on any model — and uniquely opens your browser, captures your **Gemini** (guest, no login) · **Claude.ai** · **Claude Code** · **Kimi.com** · **Qwen** · **DeepSeek** session, then lets you drive frontier IA as if it were an API. **No api key. No subscription. No credit card.**

  复制粘贴的修复

  复制

  > **Dulus is a powerful, API-key-free CLI AI agent.**
  > **Hunt. Patch. Ship.** A Python autonomous agent that flies on any model — and uniquely opens your browser, captures your **Gemini** (guest, no login) · **Claude.ai** · **Claude Code** · **Kimi.com** · **Qwen** · **DeepSeek** session, then lets you drive frontier IA as if it were an API. **No api key. No subscription. No credit card.**

  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 use an AI assistant from the command line without needing an API key?

  你：未被推荐
  AI 推荐顺序：

  1. LM Studio
  2. Ollama
  3. Jan
  4. LocalAI
  5. GPT4All
  6. Hugging Face Transformers
  7. Google Colaboratory

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

  查看 AI 完整回答
• 品类问题

  What tools allow an AI to interact with my terminal, files, and browse the web?

  你：未被推荐
  AI 推荐顺序：

  1. Open Interpreter
  2. AutoGPT
  3. LangChain
  4. LlamaIndex
  5. GPT-Engineer
  6. CrewAI

  AI 推荐了 6 个替代方案，却始终没点名 KevRojo/Dulus。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 KevRojo/Dulus?

  pass
  ✓AI 明确点名了 KevRojo/Dulus

  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 KevRojo/Dulus in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 KevRojo/Dulus

  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 KevRojo/Dulus solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 KevRojo/Dulus

  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？