RRepoGEO

REPOGEO REPORT · LITE

WantongC/journal-adapt-writing-skill

Default branch main · commit cc79265b · scanned 6/14/2026, 10:11:48 AM

GitHub: 688 stars · 43 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 WantongC/journal-adapt-writing-skill, 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 the README's opening statement to clarify its unique purpose

    Why:

    CURRENT
    > **A static + dynamic academic writing skill framework. Start with reusable writing rules, then generate a corpus-grounded dynamic skill for one manuscript and one writing destination.**
    COPY-PASTE FIX
    > **An AI-powered framework for academic researchers to learn any journal's writing conventions from its published papers, then revise their manuscript to match — section by section.**
  • mediumabout#2
    Add a homepage URL to the repository's 'About' section

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    Add a URL to the 'Homepage' field in the repository's 'About' section. This could be a project page, documentation, or a link to a related publication.
  • lowtopics#3
    Expand repository topics with more specific keywords

    Why:

    CURRENT
    academic-writing, claude, economics, journal, latex, llm, manuscript-revision, prompt-engineering, research, writing
    COPY-PASTE FIX
    academic-writing, claude, economics, journal, latex, llm, manuscript-revision, prompt-engineering, research, writing, journal-adaptation, writing-style-transfer, ai-assisted-revision, research-paper-writing

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 WantongC/journal-adapt-writing-skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
QuillBot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. QuillBot · recommended 2×
  2. Mendeley · recommended 1×
  3. Zotero · recommended 1×
  4. EndNote · recommended 1×
  5. Grammarly Premium · recommended 1×
  • CATEGORY QUERY
    How to adapt academic paper writing style to specific journal requirements?
    you: not recommended
    AI recommended (in order):
    1. Mendeley
    2. Zotero
    3. EndNote
    4. Grammarly Premium
    5. QuillBot
    6. Editage
    7. American Journal Experts (AJE)
    8. Enago

    AI recommended 8 alternatives but never named WantongC/journal-adapt-writing-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    AI tool to help revise research manuscript for journal-specific writing conventions?
    you: not recommended
    AI recommended (in order):
    1. Writefull Revise
    2. Trinka AI
    3. Grammarly Business/Premium
    4. QuillBot
    5. Paperpal
    6. DeepL Write

    AI recommended 6 alternatives but never named WantongC/journal-adapt-writing-skill. 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 WantongC/journal-adapt-writing-skill?
    pass
    AI did not name WantongC/journal-adapt-writing-skill — 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 WantongC/journal-adapt-writing-skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name WantongC/journal-adapt-writing-skill — 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 WantongC/journal-adapt-writing-skill solve, and who is the primary audience?
    pass
    AI did not name WantongC/journal-adapt-writing-skill — 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?

Embed your GEO score

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WantongC/journal-adapt-writing-skill — 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