RRepoGEO

REPOGEO REPORT · LITE

Prat011/awesome-llm-skills

Default branch master · commit f417203a · scanned 6/20/2026, 6:23:08 AM

GitHub: 1,337 stars · 203 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
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
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with a standard open-source license, such as MIT or Apache-2.0, to clearly state usage terms.
  • highreadme#2
    Reposition the README's opening to clarify it's an 'awesome list' and not a tool

    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 **awesome list** curates LLM Skills, resources, and tools for customizing AI Agent workflows. It's a guide to existing skills and platforms (like Claude Code, Codex, Gemini CLI, Qwen Code, OpenCode), not a library or framework itself.
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Set the homepage URL in the repository's 'About' section to `https://github.com/Prat011/awesome-llm-skills` (or a dedicated website if one exists).

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
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. LangChain · recommended 2×
  3. LlamaIndex · recommended 2×
  4. Hugging Face Transformers · recommended 2×
  5. Vertex AI · recommended 1×
  • CATEGORY QUERY
    Where can I find resources to develop custom capabilities for my AI assistant workflows?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. LangChain
    3. LlamaIndex
    4. Hugging Face Transformers
    5. Vertex AI
    6. Amazon SageMaker

    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 and resources for extending large language model functionality?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI API
    4. Hugging Face Transformers
    5. Weights & Biases
    6. Guidance
    7. DSPy
    8. Pinecone
    9. Weaviate
    10. Chroma

    AI recommended 10 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 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?

  • 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 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?

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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