open-gsd/get-shit-done-redux

• highabout#1

  Update repository description to clarify purpose

  原因：

  当前

  Git. Ship. Done - Core

  复制粘贴的修复

  复制

  A context engineering and meta-prompting framework for AI coding agents (Claude Code, Gemini CLI, Copilot, etc.) to prevent context rot and enable spec-driven development.

  待办完成忽略
• highreadme#2

  Add a direct repositioning statement to the README's opening

  原因：

  复制粘贴的修复

  复制

  > **This is an AI coding agent framework, not a personal productivity app.** (Add this line immediately after the H1 `# GSD Core`)

  待办完成忽略
• mediumtopics#3

  Expand topics with broader AI/LLM development terms

  原因：

  当前

  claude-code, context-engineering, meta-prompting, spec-driven-development

  复制粘贴的修复

  复制

  claude-code, context-engineering, meta-prompting, spec-driven-development, llm-development, ai-agents, prompt-engineering, code-generation, 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 to prevent context window degradation when working with large AI coding projects?

  你：未被推荐
  AI 推荐顺序：

  1. LlamaIndex
  2. LangChain
  3. Sourcegraph
  4. GitHub Copilot Chat
  5. Tree-sitter
  6. OpenAI Embeddings
  7. FAISS
  8. Pinecone
  9. Weaviate
  10. ContextualCompressionRetriever

  AI 推荐了 10 个替代方案，却始终没点名 open-gsd/get-shit-done-redux。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Tools for structured meta-prompting and spec-driven development with AI code generation assistants?

  你：未被推荐
  AI 推荐顺序：

  1. Guidance (microsoft/guidance)
  2. LangChain (langchain-ai/langchain)
  3. LlamaIndex (run-llama/llama_index)
  4. Marvin (prefect-ai/marvin)
  5. DSPy (stanfordnlp/dspy)
  6. Instructor (jxnl/instructor)
  7. Pydantic (pydantic/pydantic)

  AI 推荐了 7 个替代方案，却始终没点名 open-gsd/get-shit-done-redux。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 open-gsd/get-shit-done-redux?

  pass
  ✓AI 明确点名了 open-gsd/get-shit-done-redux

  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 open-gsd/get-shit-done-redux in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 open-gsd/get-shit-done-redux

  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 open-gsd/get-shit-done-redux solve, and who is the primary audience?

  pass
  ⚠AI 未点名 open-gsd/get-shit-done-redux —— 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？