RRepoGEO

REPOGEO REPORT · LITE

callstackincubator/agent-skills

Default branch main · commit ace14e40 · scanned 5/18/2026, 8:43:27 PM

GitHub: 1,348 stars · 97 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 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 callstackincubator/agent-skills, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    react-native, ai-agents, agent-skills, mobile-development, knowledge-base, assistant-skills, callstack
  • highreadme#2
    Emphasize 'React Native' in the README's opening statement

    Why:

    CURRENT
    # Agent Skills

A collection of agent-optimized skills for AI coding assistants.
    COPY-PASTE FIX
    # Agent Skills: React Native Edition

A collection of agent-optimized React Native skills for AI coding assistants.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://callstack.com/

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 callstackincubator/agent-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI GPT-3.5/GPT-4
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI GPT-3.5/GPT-4 · recommended 1×
  2. Pinecone · recommended 1×
  3. Weaviate · recommended 1×
  4. ChromaDB · recommended 1×
  5. LlamaIndex · recommended 1×
  • CATEGORY QUERY
    How to provide an AI assistant with specialized knowledge for React Native development tasks?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT-3.5/GPT-4
    2. Pinecone
    3. Weaviate
    4. ChromaDB
    5. LlamaIndex
    6. LangChain
    7. FAISS
    8. Custom GPTs (OpenAI)
    9. Hugging Face Transformers
    10. Llama 3
    11. Mistral
    12. CodeLlama
    13. Google Cloud Vertex AI
    14. Gemini
    15. PaLM 2
    16. Anthropic Claude 3

    AI recommended 16 alternatives but never named callstackincubator/agent-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some pre-built knowledge bases or skills for AI agents assisting with mobile app development?
    you: not recommended
    AI recommended (in order):
    1. OpenAI's GPT-3.5/GPT-4
    2. GitHub Copilot
    3. Stack Overflow for Teams/Enterprise
    4. Google's Gemini
    5. Hugging Face Models
    6. Microsoft Azure Cognitive Services (QnA Maker/Language Understanding)
    7. Amazon CodeWhisperer

    AI recommended 7 alternatives but never named callstackincubator/agent-skills. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    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 callstackincubator/agent-skills?
    pass
    AI named callstackincubator/agent-skills explicitly

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

  • If a team adopts callstackincubator/agent-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named callstackincubator/agent-skills 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 callstackincubator/agent-skills solve, and who is the primary audience?
    pass
    AI named callstackincubator/agent-skills explicitly

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

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callstackincubator/agent-skills — RepoGEO report