RRepoGEO

REPOGEO REPORT · LITE

Master-cai/Research-Paper-Writing-Skills

Default branch main · commit 9ee5eddc · scanned 6/20/2026, 12:22:40 AM

GitHub: 4,048 stars · 205 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
22 /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
1 / 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 Master-cai/Research-Paper-Writing-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 H1 to specify AI agent skills for ML/CV/NLP

    Why:

    CURRENT
    # Skills: Research Paper Writing
    COPY-PASTE FIX
    # AI Agent Skills for ML/CV/NLP Research Paper Writing
  • hightopics#2
    Add specific topics for AI agent skills and research domains

    Why:

    COPY-PASTE FIX
    ai-agents, llm-skills, research-paper-writing, academic-writing, machine-learning, computer-vision, natural-language-processing
  • mediumreadme#3
    Add a concise opening paragraph clarifying the repo's purpose

    Why:

    COPY-PASTE FIX
    This repository provides a structured skill package designed to enhance ML/CV/NLP research paper writing, specifically adapted for use with AI agents like Codex, Claude Code, and Gemini.

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 Master-cai/Research-Paper-Writing-Skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DeepL Write
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DeepL Write · recommended 2×
  2. ChatGPT · recommended 2×
  3. Overleaf · recommended 1×
  4. Grammarly · recommended 1×
  5. Zotero · recommended 1×
  • CATEGORY QUERY
    How can I improve the structure and clarity of my machine learning research papers?
    you: not recommended
    AI recommended (in order):
    1. Overleaf
    2. Grammarly
    3. DeepL Write
    4. Zotero
    5. Mendeley
    6. Microsoft Word
    7. ChatGPT
    8. GPT-4
    9. Draw.io
    10. Lucidchart

    AI recommended 10 alternatives but never named Master-cai/Research-Paper-Writing-Skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools help with pre-submission review and refining academic papers?
    you: not recommended
    AI recommended (in order):
    1. Grammarly Business/Premium
    2. QuillBot
    3. Trinka AI
    4. DeepL Write
    5. Paperpal
    6. ChatGPT
    7. Claude
    8. Gemini

    AI recommended 8 alternatives but never named Master-cai/Research-Paper-Writing-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 Master-cai/Research-Paper-Writing-Skills?
    pass
    AI did not name Master-cai/Research-Paper-Writing-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 Master-cai/Research-Paper-Writing-Skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Master-cai/Research-Paper-Writing-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 Master-cai/Research-Paper-Writing-Skills solve, and who is the primary audience?
    pass
    AI did not name Master-cai/Research-Paper-Writing-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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Master-cai/Research-Paper-Writing-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