open-research-skills

In the author's own words, from each skill's SKILL.md.

• build-scientific-visualizations

  Use when creating, redesigning, planning, or visually auditing scientific figures, flowcharts, method schematics or model-architecture diagrams, graphical abstracts, dense many-panel compound figures, domain-specific omics visualizations, and conference or journal figure sets, including Nature-style main, Extended Data, and Supplementary figures. Independently owns visual construction, figure leg…

  skills/build-scientific-visualizations/SKILL.md on GitHub (opens in a new tab)

• develop-method-to-sota

  Use when a method is not yet beating its baseline and the next change has to be chosen, including improving a model, reaching state of the art, deciding which component to add next, measuring headroom before building, designing an ablation control that can void a component, reading error by slice instead of one aggregate, or deciding whether to keep iterating or stop. Use during exploratory devel…

  skills/develop-method-to-sota/SKILL.md on GitHub (opens in a new tab)

• prepare-conference-manuscripts

  Use when preparing, drafting, revising, polishing, rebutting, auditing, anonymizing, packaging, or checking a conference manuscript, abstract, appendix, supplement, rebuttal, author response, camera-ready paper, or conference statistical or evaluation report for AAAI, ICLR, ACL, CVPR, ICML, NeurIPS, or another peer-reviewed computing venue. Also use for single-section or section-by-section polish…

  skills/prepare-conference-manuscripts/SKILL.md on GitHub (opens in a new tab)

• prepare-journal-manuscripts

  Use when preparing, drafting, revising, polishing, auditing, or packaging a journal manuscript, abstract, statistical or evaluation report, cover letter, editor-facing submission pack, data availability statement, peer-review response, revise and resubmit package, clean manuscript, marked manuscript, or final accepted-paper files. Also use for single-section or section-by-section polish and resum…

  skills/prepare-journal-manuscripts/SKILL.md on GitHub (opens in a new tab)

• release-research-artifacts

  Use when packaging the code and data a reader or reviewer will download, including releasing the code for a paper, building an anonymized repository for double-blind submission, preparing an archive with a DOI for a journal, writing citation metadata, producing a data card or model card, or preparing a submission for artifact evaluation. Use once the results are frozen, so that what ships is what…

  skills/release-research-artifacts/SKILL.md on GitHub (opens in a new tab)

• research-publication-pipeline

  Use when selecting, starting, or resuming an evidence-gated research route for a top computer-science venue or Nature-family journal; source-grounded paper reading, AI-for-biology data feasibility, scoop checks, venue fit, baseline headroom, frozen protocols, controlled iterations, claim locking, negative-result handling, preparing a full working manuscript with figures, or curating a reproducibl…

  skills/research-publication-pipeline/SKILL.md on GitHub (opens in a new tab)

• review-others-manuscripts

  Use when acting as an invited referee on someone else's submission, including writing a referee report, drafting reviewer comments, assessing a revision round against the authors' response letter, running an editorial prescreen for scope and policy, or judging whether a stated claim is carried by the evidence in a manuscript under review. Use for a manuscript that is not yours and is confidential…

  skills/review-others-manuscripts/SKILL.md on GitHub (opens in a new tab)

• run-cold-review-panel

  Use when a manuscript you wrote is nearly finished and needs a hostile read before it is submitted, including a mock review, a simulated reviewer panel, a pre-submission review, red-team the paper, asking whether this would get rejected, or checking which reviewer objection the paper cannot survive. Use for your own unsubmitted manuscript; reviewing someone else's submission as an invited referee…

  skills/run-cold-review-panel/SKILL.md on GitHub (opens in a new tab)

• survey-and-audit-novelty

  Use when deciding whether a research direction is still open, including a literature survey that has to end in a decision, a novelty audit, a prior art check, a scoop check against recent work, asking whether anyone has already done this, or checking that the variables an idea needs actually co-exist in one obtainable dataset. Use before an experimental plan is written, and again whenever a near-…

  skills/survey-and-audit-novelty/SKILL.md on GitHub (opens in a new tab)

• writing-funding-proposals

  Use when writing a research funding proposal: establishing current policy or authority, organizing evidence, mapping arguments, planning proposal-specific technical routes and figures, preparing section briefs, reviewing, or validating an application to NSFC or to a provincial fund, including Guangdong. Other funders remain supported through the generic workflow. Includes permitted local figure c…

  skills/writing-funding-proposals/SKILL.md on GitHub (opens in a new tab)

No skill matches that filter.

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