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azniklineaznikline/academic-skills/paper-reading/SKILL.md

paper-reading

Skill2 starsChanged 5 months agoLicence not identifiedView on GitHub

Read a real academic paper (arXiv PDF / local PDF / markdown) and produce a structured reading card a researcher would use. Use when the user gives a paper and wants to understand it, summarize it, critique it, or decide whether to read it fully. Outputs: one-sentence claim, contribution type, method summary, dataset/baselines/metrics with numbers QUOTED WITH PAGE ANCHORS, stated limitations, and a reviewer-style critique. Discipline: every number traced to a page in the full text (not the abstract); say "not stated in paper" rather than fabricate.

  • Installs packages

20 other projects use a version of this.

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The file

We split this skill into the rules it gives an agent

6 rules. 0 are common, 3 are distinctive, and 3 are very specific to this project.

  • 0

    Common

    Most of the 10 edited versions we read keep these.

  • 3

    Distinctive

    This author's own choices. Worth a look.

  • 3

    Very specific

    Tied to their project's names, files or tools. Probably skip.

The licence could not be identified — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 10 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

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