REPOGEO REPORT · LITE
Norman-bury/research-writing-skill
Default branch main · commit 6f795955 · scanned 6/21/2026, 12:52:50 AM
GitHub: 2,437 stars · 163 forks
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.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
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 Norman-bury/research-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.
- hightopics#1Add specific topics to categorize the repo
Why:
COPY-PASTE FIXai-assistant, research-writing, academic-writing, llm-plugin, latex, literature-review, scientific-writing
- highreadme#2Reposition the README's opening paragraph to clarify its identity
Why:
CURRENT# 科研写作助手 (Research Writing Assistant) > 📄 English version: [README_EN.md](README_EN.md) 把"论文写作"从一次性聊天,升级成可追踪、可恢复、可复用的工程化协作流程。 这个 Skill 面向本科生、研究生和早期科研人员,目标很直接:少走弯路,减少返工,把时间花在真正有价值的研究内容上。
COPY-PASTE FIX# 科研写作助手 (Research Writing Assistant) > 📄 English version: [README_EN.md](README_EN.md) 一个面向本科生、研究生和早期科研人员的AI平台协作技能 (Skill),将论文写作从一次性聊天升级成可追踪、可恢复、可复用的工程化流程。它旨在帮助用户少走弯路,减少返工,把时间花在真正有价值的研究内容上。
- mediumcomparison#3Add a dedicated section to the README outlining core differentiators
Why:
COPY-PASTE FIXAdd a new section, e.g., '核心优势与对比 (Core Advantages & Comparison)', with content like: '本 Skill 与传统AI写作工具或学术编辑器的主要区别在于其工程化的协作流程和对多平台(如Claude Code, Gemini CLI)的集成支持。它不只是润色句子,而是提供从选题到投稿的结构化、可追踪的写作系统,强调流程、记录和回写,不依赖单轮记忆,产物为便于版本管理的`.md`或`.tex`文件,而非一次性Word文档。'
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.
- ChatGPT · recommended 1×
- Elicit · recommended 1×
- Scite.ai · recommended 1×
- Semantic Scholar · recommended 1×
- QuillBot · recommended 1×
- CATEGORY QUERYHow to streamline academic paper writing with AI, including brainstorming and structured content generation?you: not recommendedAI recommended (in order):
- ChatGPT
- Elicit
- Scite.ai
- Semantic Scholar
- QuillBot
- Jasper
- Paperpal
AI recommended 7 alternatives but never named Norman-bury/research-writing-skill. This is the gap to close.
Show full AI answer
- CATEGORY QUERYTool for scientific paper drafting, offering LaTeX support, plot generation, and literature review integration?you: not recommendedAI recommended (in order):
- Overleaf
- Authorea
- Fidus Writer
- Jupyter Notebook
- Matplotlib
- Seaborn
- Plotly
- bibtexparser
- pandoc-citeproc
- nbconvert
- R Markdown
- RStudio
- ggplot2
- citr
AI recommended 14 alternatives but never named Norman-bury/research-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 completenesswarn
Suggestion:
- README presencepass
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 Norman-bury/research-writing-skill?passAI did not name Norman-bury/research-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 Norman-bury/research-writing-skill in production, what risks or prerequisites should they evaluate first?passAI named Norman-bury/research-writing-skill 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 Norman-bury/research-writing-skill solve, and who is the primary audience?passAI did not name Norman-bury/research-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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Norman-bury/research-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