VibeBench/VibeSearchBench

• highreadme#1

  Reposition the README's opening to explicitly state the repo's category

  原因：

  当前

  # VibeSearchBench
  
  > <span style="color:#dc2626;background:rgba(220,38,38,0.12);padding:0.15em 0.4em;border-radius:4px;font-weight:800;box-shadow:inset 0 -2px 0 rgba(220,38,38,0.45)">Hardest</span> — vague multi-turn proactive search in the wild.

  复制粘贴的修复

  复制

  # VibeSearchBench
  
  The definitive benchmark for evaluating LLM-powered, multi-turn, proactive search agents.
  
  > <span style="color:#dc2626;background:rgba(220,38,38,0.12);padding:0.15em 0.4em;border-radius:4px;font-weight:800;box-shadow:inset 0 -2px 0 rgba(220,38,38,0.45)">Hardest</span> — vague multi-turn proactive search in the wild.

  待办完成忽略
• mediumtopics#2

  Add more specific topics related to LLM evaluation and agent benchmarking

  原因：

  当前

  agentic-ai, benchmark, llm, proactive-agent, search, search-agent

  复制粘贴的修复

  复制

  agentic-ai, benchmark, llm, proactive-agent, search, search-agent, llm-evaluation, search-evaluation, agent-benchmark, knowledge-graph-evaluation

  待办完成忽略
• lowreadme#3

  Clarify the 'No vibes' statement in the README

  原因：

  复制粘贴的修复

  复制

  Despite the name, VibeSearchBench evaluates search performance objectively using triplet F1, not subjective 'vibes' or qualitative aspects. Our focus is on verifiable, schema-free knowledge graph evaluation.

  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 benchmark the performance of multi-turn proactive search agents?

  你：未被推荐
  AI 推荐顺序：

  1. Appen
  2. Amazon Mechanical Turk
  3. Rasa X (RasaHQ/rasa)
  4. Rasa Enterprise
  5. Botium Box
  6. Botium Core (botium/botium-core)
  7. OpenAI Gym (Farama-Foundation/Gym)
  8. GPT-4
  9. Claude Opus

  AI 推荐了 9 个替代方案，却始终没点名 VibeBench/VibeSearchBench。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Need a challenging benchmark for evaluating LLM-powered search with knowledge graph metrics.

  你：未被推荐
  AI 推荐顺序：

  1. WebQuestionsSP (WQSP)
  2. MetaQA
  3. GrailQA
  4. LC-QUAD 2.0
  5. FreebaseQA
  6. QALD (Question Answering over Linked Data) benchmarks

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

  pass
  ✓AI 明确点名了 VibeBench/VibeSearchBench

  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 VibeBench/VibeSearchBench in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 VibeBench/VibeSearchBench

  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 VibeBench/VibeSearchBench solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 VibeBench/VibeSearchBench

  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？