RRepoGEO

REPOGEO REPORT · LITE

eliasjudin/oai-skills

Default branch main · commit 297bcd78 · scanned 6/13/2026, 4:07:58 PM

GitHub: 519 stars · 112 forks

AI VISIBILITY SCORE
23 /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
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 eliasjudin/oai-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 to clearly state it's an archive of code interpreter scripts

    Why:

    CURRENT
    see official openai/skills

# oai-skills [ARCHIVE]

See Simon Willison’s blog post for background on this project.

## Creating a skills archive with a prompt

Created by prompting [ChatGPT](https://claude.ai):

> `Create a zip file of /home/oai/skills`
    COPY-PASTE FIX
    This repository is an **archive** of the `/home/oai/skills` directory from ChatGPT's code interpreter environment. It provides a historical snapshot of Python code snippets and examples used by AI assistants within that specific execution environment. This project is no longer actively maintained. See Simon Willison’s blog post for background on this project.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    openai, chatgpt, code-interpreter, ai-skills, python, archive, llm-examples, ai-assistant-scripts
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Add a `LICENSE` file to the repository root, choosing a standard open-source license such as MIT or Apache-2.0.

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 eliasjudin/oai-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI Cookbook
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI Cookbook · recommended 1×
  2. LangChain · recommended 1×
  3. LlamaIndex · recommended 1×
  4. Hugging Face Transformers · recommended 1×
  5. Papers With Code · recommended 1×
  • CATEGORY QUERY
    How to find examples of code interpreter scripts used by AI assistants?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Cookbook
    2. LangChain
    3. LlamaIndex
    4. Hugging Face Transformers
    5. Papers With Code

    AI recommended 5 alternatives but never named eliasjudin/oai-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I examine common Python code snippets for AI assistant execution environments?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. LlamaIndex (run-llama/llama_index)
    3. Hugging Face Transformers (huggingface/transformers)
    4. OpenAI Cookbook (openai/openai-cookbook)
    5. Awesome-LLM-Apps (girafe-ai/awesome-llm-apps)
    6. Awesome-AI-Tools (Doriandarko/awesome-ai-tools)
    7. OpenAI API Documentation
    8. Google Cloud AI Platform Documentation
    9. Vertex AI
    10. Anthropic Claude API Documentation
    11. Claude
    12. Towards Data Science (Medium)
    13. Real Python
    14. FreeCodeCamp
    15. Kaggle Notebooks
    16. Google Colab Examples

    AI recommended 16 alternatives but never named eliasjudin/oai-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
    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 eliasjudin/oai-skills?
    pass
    AI did not name eliasjudin/oai-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?

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