RRepoGEO

REPOGEO REPORT · LITE

HKUSTDial/Supervisor-Skills

Default branch main · commit e36828dd · scanned 5/23/2026, 8:53:00 PM

GitHub: 1,049 stars · 76 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
28 /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
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 HKUSTDial/Supervisor-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
    Add a concise, direct statement of purpose to the README's first paragraph.

    Why:

    CURRENT
    大家好，我是骆昱宇，香港科技大学（广州）的助理教授。从自己读博到指导学生，我反复看到一个场景：许多才华横溢的研究生，在踏入科研大门时，常常被相似的困境所困扰：
    COPY-PASTE FIX
    Supervisor-Skills 项目旨在将资深科研者的隐性知识，转化为人人可用的 AI 工具，让 AI 成为你真正的、全天候在线的科研副导师。我们致力于将博导十年科研经验炼化为可直接调用的 AI 技能，从 Idea 构思到论文投稿，全程辅助你的科研工作。
  • mediumtopics#2
    Add more specific topics related to AI tools for academic research and writing.

    Why:

    CURRENT
    ai-research, ai-researcher, awesome, awesome-list, phd-research, research-skills, skills, vibe-research
    COPY-PASTE FIX
    ai-research, ai-researcher, phd-research, research-skills, academic-writing, ai-assistant, research-tool, llm-applications, prompt-engineering, academic-support
  • lowlicense#3
    Clarify the existing license(s) in the README.

    Why:

    COPY-PASTE FIX
    本项目采用 [在此处填写具体许可证名称，例如：自定义许可证，或列出适用的多个许可证，如 Apache-2.0 和 MIT] 许可协议。详情请参阅 `LICENSE` 文件。

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 HKUSTDial/Supervisor-Skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Elicit
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Elicit · recommended 2×
  2. Scite.ai · recommended 2×
  3. QuillBot · recommended 2×
  4. Grammarly · recommended 2×
  5. ChatGPT · recommended 1×
  • CATEGORY QUERY
    Seeking an AI assistant to guide academic research from initial idea generation to final paper submission.
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Elicit
    3. Perplexity AI
    4. Scite.ai
    5. ResearchRabbit
    6. QuillBot
    7. Grammarly

    AI recommended 7 alternatives but never named HKUSTDial/Supervisor-Skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools help PhD students overcome research challenges and improve academic writing quality?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT / GPT-4
    2. QuillBot
    3. Grammarly
    4. Elicit
    5. Scite.ai
    6. Semantic Scholar
    7. DeepL Write

    AI recommended 7 alternatives but never named HKUSTDial/Supervisor-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 HKUSTDial/Supervisor-Skills?
    pass
    AI named HKUSTDial/Supervisor-Skills explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts HKUSTDial/Supervisor-Skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named HKUSTDial/Supervisor-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 HKUSTDial/Supervisor-Skills solve, and who is the primary audience?
    pass
    AI did not name HKUSTDial/Supervisor-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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HKUSTDial/Supervisor-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