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Data Intelligence and Analytics Lab at HKUST(GZ) publishes a set of skills that help an AI agent through the academic paper pipeline, from drafting introductions and structuring benchmark papers to designing figures, polishing prose, and running pre-submission reviews. Their skills also cover reconstructing diagrams into editable Draw.io files, guiding AI-assisted research workflows, and drafting peer-review rebuttal strategy. A notable feature is the consistent emphasis on keeping the researcher in charge of academic judgment while delegating mechanical and audit tasks to the agent.
Supervisor Skills
12 skills · 11,894 stars · NOASSERTION
Benchmark Paper Template Structures Benchmark and Evaluation papers using the five-pillar framework (Research Gap, Constru…
Deep Research Runs a deep, survey-grade literature investigation on a research topic: freezes research question…
Drawio Reconstruction Reconstructs reference images into high-fidelity, editable Draw.io files with rendered previews:…
Figure Designer Advises on the design of the three core figures in a technical paper: the Motivated Example (Figu…
Idea Evaluator Evaluates a preliminary research idea against a five-dimension framework (Higher, Faster, Stronge…
Intro Drafter Drafts the Introduction prose for a technical paper, guided internally by a six-paragraph flowcha…
Paper Polish Polishes existing academic prose while preserving the author's meaning: grammar and flow repair,…
Paper Writer Drafts publishable paper prose from the author's own materials, from a single paragraph to a full…
Pre Submission Reviewer Runs a pre-submission review of a technical paper across five dimensions: macro logic, writing de…
Rebuttal Guidance Provides actionable peer-review rebuttal guidance (not full rebuttal prose) using conditional per…
Tech Paper Template Structures a technical paper's full logical skeleton using a thinking-template table (research ba…
Vibe Research Workflow Guides AI-assisted research across three sub-flows, Vibe Coding, Vibe Figure, and Vibe Writing, w…