RRepoGEO

REPOGEO REPORT · LITE

Master-cai/Research-Paper-Writing-Skills

Default branch main · commit 9ee5eddc · scanned 5/10/2026, 2:57:27 AM

GitHub: 2,331 stars · 120 forks

AI VISIBILITY SCORE
15 /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
0 / 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 and opening paragraph to clarify "AI agent skill package"

    Why:

    CURRENT
    # Skills: Research Paper Writing

[中文介绍](./README_zh.md).

> Important Attribution
> Most writing knowledge and methodology in this repository comes from Prof. Peng Sida (彭思达)'s open study notes:
> https://pengsida.notion.site/c1a22465a0fa4b15a12985223916048e
> Prof. Peng's original repository:
> https://github.com/pengsida/learning_research
> I sincerely thank Prof. Peng for openly sharing these valuable experiences.
> My contribution is organization, structured adaptation, and packaging as reusable Skills.
    COPY-PASTE FIX
    # Research Paper Writing Skills for AI Agents (Codex, Claude Code, Gemini)

This repository offers a structured skill package specifically designed to augment AI agents (such as Codex, Claude Code, and Gemini) in the process of writing, refining, and reviewing ML/CV/NLP research papers. It provides curated methodologies and reusable assets, adapted from Prof. Peng Sida's open notes, to improve academic writing quality and efficiency.

[中文介绍](./README_zh.md).

> Important Attribution
> Most writing knowledge and methodology in this repository comes from Prof. Peng Sida (彭思达)'s open study notes:
> https://pengsida.notion.site/c1a22465a0fa4b15a12985223916048e
> Prof. Peng's original repository:
> https://github.com/pengsida/learning_research
> I sincerely thank Prof. Peng for openly sharing these valuable experiences.
> My contribution is organization, structured adaptation, and packaging as reusable Skills.
  • hightopics#2
    Add specific topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-agents, research-paper-writing, academic-writing, machine-learning, computer-vision, natural-language-processing, prompt-engineering, claude-code, codex, gemini
  • mediumhomepage#3
    Add a homepage URL to the original source material

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    https://github.com/pengsida/learning_research

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
Grammarly
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Grammarly · recommended 2×
  2. QuillBot · recommended 2×
  3. DeepL Write · recommended 2×
  4. Trinka AI · recommended 1×
  5. Writefull · recommended 1×
  • CATEGORY QUERY
    What AI tools help improve the structure and clarity of machine learning research papers?
    you: not recommended
    AI recommended (in order):
    1. Grammarly
    2. QuillBot
    3. DeepL Write
    4. Trinka AI
    5. Writefull
    6. Semantic Scholar

    AI recommended 6 alternatives but never named Master-cai/Research-Paper-Writing-Skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I use AI to draft and refine sections of my scientific research manuscript?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. GPT-4
    3. Elicit
    4. QuillBot
    5. Grammarly
    6. DeepL Write
    7. Scite.ai

    AI recommended 7 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 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?

  • 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