repoprompt/repoprompt-ce

• highreadme#1

  Reposition the README H1 to specify category and unique value

  原因：

  当前

  **A free, open-source native macOS app and agent orchestrator for context engineering.**

  复制粘贴的修复

  复制

  **The dedicated native macOS app and agent orchestrator for advanced context engineering with AI coding agents.**

  待办完成忽略
• mediumreadme#2

  Add a 'Key Differentiators' section to the README

  原因：

  复制粘贴的修复

  复制

  ## Key Differentiators
  
  *   **Native macOS Experience:** Built from the ground up for macOS, offering deep integration and performance.
  *   **Dedicated Context Engineering:** Focuses solely on curating precise, reviewable context for AI agents, unlike general-purpose IDEs.
  *   **Agent Orchestration:** Provides an MCP server and agent harness to manage and run AI agent sessions directly.
  *   **Local-First & Open-Source:** Ensures data privacy and control by processing code locally and offering full transparency.

  待办完成忽略
• lowtopics#3

  Add LLM-related topics for broader AI visibility

  原因：

  当前

  ai-agents, coding-agents, context-engineering, developer-tools, macos, mcp, model-context-protocol, prompt-engineering, swift

  复制粘贴的修复

  复制

  ai-agents, coding-agents, context-engineering, developer-tools, macos, mcp, model-context-protocol, prompt-engineering, swift, llm, large-language-models

  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 improve AI coding agent understanding of my project's codebase structure?

  你：未被推荐
  AI 推荐顺序：

  1. tree
  2. Markdown
  3. GitHub's CODEOWNERS
  4. Sphinx
  5. Docusaurus
  6. Next.js
  7. Git's .gitignore
  8. npm
  9. Poetry
  10. Maven
  11. Cargo
  12. Docker

  AI 推荐了 12 个替代方案，却始终没点名 repoprompt/repoprompt-ce。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What macOS tools help orchestrate AI agent sessions and manage code context effectively?

  你：未被推荐
  AI 推荐顺序：

  1. Cursor
  2. VS Code
  3. iTerm2
  4. Raycast
  5. Obsidian
  6. Jupyter Notebooks / JupyterLab
  7. Alfred

  AI 推荐了 7 个替代方案，却始终没点名 repoprompt/repoprompt-ce。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 repoprompt/repoprompt-ce?

  pass
  ⚠AI 未点名 repoprompt/repoprompt-ce —— 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？

• If a team adopts repoprompt/repoprompt-ce in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 repoprompt/repoprompt-ce

  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 repoprompt/repoprompt-ce solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 repoprompt/repoprompt-ce

  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？