RRepoGEO

REPOGEO REPORT · LITE

rookie-ricardo/erduo-skills

Default branch main · commit a65f23c2 · scanned 6/5/2026, 3:57:48 PM

GitHub: 881 stars · 86 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 rookie-ricardo/erduo-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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Add a clear, concise description for the About section

    Why:

    COPY-PASTE FIX
    An AI Agent skill library providing structured capabilities and intelligent workflows for information acquisition, content processing, and image tools.
  • highlicense#2
    Add a LICENSE file to clarify usage terms

    Why:

    COPY-PASTE FIX
    Choose and add a standard open-source LICENSE file (e.g., MIT, Apache-2.0, GPL-3.0) to the repository root.

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 rookie-ricardo/erduo-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Beautiful Soup 4
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Beautiful Soup 4 · recommended 1×
  2. Scrapy · recommended 1×
  3. Playwright · recommended 1×
  4. Selenium · recommended 1×
  5. Readability.js · recommended 1×
  • CATEGORY QUERY
    How can I enhance my AI agent's capabilities with web content processing workflows?
    you: not recommended
    AI recommended (in order):
    1. Beautiful Soup 4
    2. Scrapy
    3. Playwright
    4. Selenium
    5. Readability.js
    6. Diffbot
    7. Apify

    AI recommended 7 alternatives but never named rookie-ricardo/erduo-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for modular tools to automate information extraction and content refinement for agents.
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. LlamaIndex (run-llama/llama_index)
    3. Haystack (deepset-ai/haystack)
    4. spaCy (explosion/spaCy)
    5. NLTK (nltk/nltk)
    6. Beautiful Soup (crummy/BeautifulSoup)
    7. Scrapy (scrapy/scrapy)

    AI recommended 7 alternatives but never named rookie-ricardo/erduo-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 rookie-ricardo/erduo-skills?
    pass
    AI did not name rookie-ricardo/erduo-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 rookie-ricardo/erduo-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rookie-ricardo/erduo-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 rookie-ricardo/erduo-skills solve, and who is the primary audience?
    pass
    AI named rookie-ricardo/erduo-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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rookie-ricardo/erduo-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