Updated 1mo ago
by gxCaesar
open-research-skills
从选题到可复现发布：十个可独立安装的科研 agent skill —— 顶会/期刊论文、科研绘图、基金 proposal 撰写、方法迭代到 SOTA、冷审与代码数据发布。Ten installable agent skills for research: scientific figures, conference and journal manuscripts, research funding proposals, method development, cold review and artifact release.
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- 10 skills (10 skills found in its SKILL.md files)
- 3 forks (3 forks)
- 1mo ago last update (Last updated 1mo ago)
Install
Skills CLI
npx skills add gxCaesar/open-research-skills
Asks which skills and agents to install. Just one: npx skills add gxCaesar/open-research-skills --skill build-scientific-visualizations — add -g for every project.
Claude Code
git clone https://github.com/gxCaesar/open-research-skillscp -r "open-research-skills/skills/build-scientific-visualizations" ~/.claude/skills/
Copies the build-scientific-visualizations skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add gxCaesar/open-research-skills
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
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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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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