RRepoGEO

REPOGEO REPORT · LITE

Prat011/awesome-llm-skills

Default branch master · commit f417203a · scanned 5/10/2026, 7:52:26 AM

GitHub: 1,217 stars · 172 forks

AI VISIBILITY SCORE
28 /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
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 Prat011/awesome-llm-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 clarify its role relative to frameworks

    Why:

    CURRENT
    A curated list of awesome LLM Skills, resources, and tools for customizing AI workflows on tools like Claude Code, Codex, Gemini CLI, Qwen Code, OpenCode etc.
    COPY-PASTE FIX
    This repository is a curated list of practical LLM skills and resources, designed to enhance AI agent workflows on various platforms. Unlike development frameworks such as LangChain or LlamaIndex, this project provides ready-to-use skill examples and guidance for customizing existing AI agent tools.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the text of your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumhomepage#3
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    Add a relevant URL (e.g., a project website, a blog post about the project, or the repository URL itself if no external site exists) to the 'Website' field in the repository's 'About' section.

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 Prat011/awesome-llm-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 2×
  3. OpenAI API · recommended 1×
  4. Hugging Face Transformers library · recommended 1×
  5. Microsoft Azure AI (Azure OpenAI Service) · recommended 1×
  • CATEGORY QUERY
    Where can I find resources to develop custom skills for my AI agents?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. LangChain
    3. LlamaIndex
    4. Hugging Face Transformers library
    5. Microsoft Azure AI (Azure OpenAI Service)
    6. Google Cloud AI (Vertex AI)

    AI recommended 6 alternatives but never named Prat011/awesome-llm-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for customizing large language model agent workflows?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft Semantic Kernel
    4. AutoGen
    5. CrewAI
    6. Haystack

    AI recommended 6 alternatives but never named Prat011/awesome-llm-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 Prat011/awesome-llm-skills?
    pass
    AI named Prat011/awesome-llm-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 Prat011/awesome-llm-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Prat011/awesome-llm-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 Prat011/awesome-llm-skills solve, and who is the primary audience?
    pass
    AI did not name Prat011/awesome-llm-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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Prat011/awesome-llm-skills — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite