Deeptutor
Use when evaluating or comparing a professor as a potential graduate advisor, including requests such as "调查导师", "选导师", "导师怎么样", "这个导师 push 吗", "investigate this advisor", "should I join this lab", or a professor name plus institution with evaluation intent. DeepTutor investigates publications, co-author networks, student trajectories, funding, lab culture, and exploitation/toxicity risk; applies region-specific searches for mainland China and international institutions; and renders a cited standalone HTML report in Chinese or English. Student outcomes are the highest-priority signal.
Install
npx skills add jiadizhunine/deeptutor --skill deeptutorgit clone --depth 1 https://github.com/jiadizhunine/deeptutor.git /tmp/deeptutor
mkdir -p ~/.claude/skills
cp -r /tmp/deeptutor/. ~/.claude/skills/deeptutorPersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
# DeepTutor — Academic Advisor Investigation System > **Multi-platform skill.** This `SKILL.md` is the entry for Claude Code / agentskills.io. For Codex CLI, OpenCode, OpenClaw, Aider, Cline, Continue, and any other tool following the [agents.md spec](https://agents.md/), the equivalent entry point is the repo-root `AGENTS.md`. Cursor reads `.cursor/rules/deeptutor.mdc`. All three documents describe the same workflow; updates should be propagated to `AGENTS.md` when changing the workflow itself. ## Core Principle > **Your ceiling = your seniors' ceiling.** Student outcomes are the single most predictive signal for advisor quality. A professor with stellar publications but whose students consistently end up in unclear positions is a red flag. A professor with modest metrics but whose students thrive is gold. Always weight student trajectory evidence above all other dimensions. ## Language & Region Detection ### Language Rule The report renderer currently supports Chinese and English. Chinese input produces a fully Chinese report; English input produces a fully English report. If the user requests another language, ask whether an English report is acceptable before starting. Never mix languages within a report except when quoting original sources with a translation. ### Region Detection Determine region from the institution name. This affects which search platforms to use and which evaluation criteria apply. | Region | Institutions | Strategy |
Details
- Skill name
deeptutor- Repository
- jiadizhunine/deeptutor
- License
- MIT
- Repo updated
- 9 July 2026
FAQ
What does the Deeptutor skill do?
Use when evaluating or comparing a professor as a potential graduate advisor, including requests such as "调查导师", "选导师", "导师怎么样", "这个导师 push 吗", "investigate this advisor", "should I join this lab", or a professor name plus institution with evaluation intent. DeepTutor investigates publications, co-author networks, student trajectories, funding, lab culture, and exploitation/toxicity risk; applies region-specific searches for mainland China and international institutions; and renders a cited standalone HTML report in Chinese or English. Student outcomes are the highest-priority signal.
How do I install the Deeptutor skill?
skills CLI (Claude Code, Cursor, Codex and more): npx skills add jiadizhunine/deeptutor --skill deeptutor. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
Is Deeptutor popular?
It lives in jiadizhunine/deeptutor, which has 31 GitHub stars and 0 forks.
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