RRepoGEO

REPOGEO REPORT · LITE

stretchcloud/claude-code-unified-agents

Default branch main · commit b026de60 · scanned 6/12/2026, 6:18:49 AM

GitHub: 735 stars · 73 forks

AI VISIBILITY SCORE
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
1 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface stretchcloud/claude-code-unified-agents, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Add a concise 'About' description

    Why:

    COPY-PASTE FIX
    A unified collection of 54 specialized Claude Code AI agents for diverse engineering, development, and business tasks, ready for production multi-agent workflows.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    claude-ai, ai-agents, multi-agent-system, code-generation, developer-tools, ai-development, anthropic-claude, agent-orchestration, production-ready, specialized-agents
  • mediumhomepage#3
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/stretchcloud/claude-code-unified-agents

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface stretchcloud/claude-code-unified-agents
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain Hub
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain Hub · recommended 1×
  2. Hugging Face Agents · recommended 1×
  3. Microsoft Copilot Studio · recommended 1×
  4. OpenAI GPTs · recommended 1×
  5. PKU-MARL/AgentVerse · recommended 1×
  • CATEGORY QUERY
    How to find a unified collection of specialized AI agents for diverse engineering tasks?
    you: not recommended
    AI recommended (in order):
    1. LangChain Hub
    2. Hugging Face Agents
    3. Microsoft Copilot Studio
    4. OpenAI GPTs
    5. AgentVerse (PKU-MARL/AgentVerse)
    6. AutoGPT (Significant-Gravitas/AutoGPT)
    7. BabyAGI (yoheinakajima/babyagi)
    8. LangChain Templates

    AI recommended 8 alternatives but never named stretchcloud/claude-code-unified-agents. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools support orchestrating multiple AI agents for complex development and business processes?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. Microsoft Semantic Kernel (microsoft/semantic-kernel)
    3. CrewAI (joaomdmoura/crewai)
    4. AutoGen (microsoft/autogen)
    5. Haystack (deepset-ai/haystack)
    6. LlamaIndex (run-llama/llama_index)

    AI recommended 6 alternatives but never named stretchcloud/claude-code-unified-agents. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of stretchcloud/claude-code-unified-agents?
    pass
    AI did not name stretchcloud/claude-code-unified-agents — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts stretchcloud/claude-code-unified-agents in production, what risks or prerequisites should they evaluate first?
    pass
    AI named stretchcloud/claude-code-unified-agents explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo stretchcloud/claude-code-unified-agents solve, and who is the primary audience?
    pass
    AI did not name stretchcloud/claude-code-unified-agents — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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  • Brand-free category queries5 vs 2 in Lite
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