RRepoGEO

REPOGEO REPORT · LITE

supabase/agent-skills

Default branch main · commit 577e6264 · scanned 5/28/2026, 8:52:03 AM

GitHub: 2,163 stars · 145 forks

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 supabase/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
  • highreadme#1
    Reposition README's opening to highlight pre-built, Supabase-specific agent skills

    Why:

    CURRENT
    Agent Skills to help developers using AI agents with Supabase. Agent Skills are folders of instructions, scripts, and resources that agents can discover and use to do things more accurately and efficiently. Compatible with 18+ AI agents including Claude Code, GitHub Copilot, Cursor, Cline, and many others.
    COPY-PASTE FIX
    Supabase Agent Skills provides a curated collection of pre-built, Supabase-specific knowledge and actions for AI agents. These skills are designed to make your AI coding assistant more effective and accurate when interacting with the entire Supabase ecosystem, compatible with 18+ AI agents including Claude Code, GitHub Copilot, Cursor, and Cline.
  • mediumtopics#2
    Add more specific topics to clarify the repo's function

    Why:

    CURRENT
    ai, ai-agents, skills, supabase
    COPY-PASTE FIX
    ai, ai-agents, skills, supabase, agent-knowledge, developer-tools, ai-developer-tools
  • lowreadme#3
    Add a 'Why Supabase Agent Skills?' section to highlight unique value

    Why:

    COPY-PASTE FIX
    ## Why Supabase Agent Skills?
Unlike generic AI frameworks or database-specific AI tools, Supabase Agent Skills provides a pre-packaged, curated set of instructions and scripts tailored specifically for the Supabase ecosystem. This means your AI agent can immediately understand and interact with Supabase Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, and Queues without you needing to train it from scratch or write custom prompts for every interaction. It's designed to save developers time and ensure accuracy when building AI-powered applications with Supabase.

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 supabase/agent-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
langchain-ai/langchain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. langchain-ai/langchain · recommended 2×
  2. run-llama/llama_index · recommended 2×
  3. defog-ai/sqlcoder · recommended 1×
  4. vanna-ai/vanna · recommended 1×
  5. eosphoros-ai/DB-GPT · recommended 1×
  • CATEGORY QUERY
    How to make my AI coding assistant more effective for database interactions?
    you: not recommended
    AI recommended (in order):
    1. SQLCoder (defog-ai/sqlcoder)
    2. vanna.ai (vanna-ai/vanna)
    3. DB-GPT (eosphoros-ai/DB-GPT)
    4. LangChain (langchain-ai/langchain)
    5. LlamaIndex (run-llama/llama_index)
    6. Dataherald (dataherald/dataherald)

    AI recommended 6 alternatives but never named supabase/agent-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a way to provide specialized development knowledge to my AI coding agent.
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Hugging Face Transformers (huggingface/transformers)
    3. Google Cloud Vertex AI
    4. LangChain (langchain-ai/langchain)
    5. Chroma (chroma-core/chroma)
    6. Pinecone (pinecone-io/pinecone)
    7. FAISS (facebookresearch/faiss)
    8. LlamaIndex (run-llama/llama_index)

    AI recommended 8 alternatives but never named supabase/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
    pass

  • 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 supabase/agent-skills?
    pass
    AI named supabase/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 supabase/agent-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named supabase/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 supabase/agent-skills solve, and who is the primary audience?
    pass
    AI did not name supabase/agent-skills — 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
  • Prioritized action items8 vs 3 in Lite