# HKUSTDial/Supervisor-Skills

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，你的 AI 科研副导师。

Repository: https://github.com/HKUSTDial/Supervisor-Skills
Canonical: https://ross.abutalabs.com/products/supervisor-skills
Language: Python
License: NOASSERTION
License Family: other
Topics: ai-research, ai-researcher, awesome, awesome-list, phd-research, research-skills, skills, vibe-research
Last push: 2026-08-07T06:45:55+00:00

## Health v2 (maintenance only)
Score: 57/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 96, release rhythm 35, longevity 9
- inputs: {"age_days": 136, "days_push": 26, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, young, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 6012, forks 397 (observed 2026-08-28T04:09:34.234376+00:00)

## What it is
A collection of structured AI skills distilled from a professor's decade of research experience, designed to act as an AI co-supervisor for PhD students. It covers the full research lifecycle from idea generation and literature review to paper writing, polishing, and submission readiness, packaged as skills executable by LLMs like Claude and GPT-4.

## Use cases
- evaluate my research idea before pitching it to my advisor
- draft a paper introduction with AI assistance
- do a survey-level literature review on a topic
- polish my paper's language without changing the meaning
- check if my figures meet top-conference standards
- review my paper draft for logical gaps before submission
- learn research methodology as a new PhD student

## When to choose
- you are a graduate student or early-career researcher wanting AI-guided research support
- you use LLMs like Claude or GPT-4 and want structured, expert-level research skills rather than ad-hoc prompts
- you need help across the whole paper lifecycle from ideation to submission

## When to avoid
- you need a fully automated paper generator rather than a guided research assistant
- your work is outside academic research or requires domain-specific supervision a generic skill set cannot provide
- you require commercial-use licensing, since the project is under CC BY-NC-SA

## Facets
- artifact type: plugin
- maturity: active
- function: prompt-engineering, agent-framework, documentation, nlp
- domain: artificial-intelligence, education, tutorials, developer-tools
- platform: python, cross-platform
- tags: ai-skills, phd-research, academic-writing, paper-review, llm-skills, research-assistant, vibe-research, awesome-list, natural-language-processing

## Member repositories
- HKUSTDial/Supervisor-Skills (main) score 57

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:09:34.234376+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T17:49:46.357739+00:00, confidence not recorded.
  - readme: https://github.com/HKUSTDial/Supervisor-Skills (fetched 2026-08-28T04:09:34.234376+00:00, sha dbe86a9ee9be)
- Data as of 2026-08-30T08:39:29.467469+00:00.