NeVibeCode · 676 items
Skills for Science and research
Skills for Science and research: what each one does, an install command and example prompts.
anysearch skill This skill gives an agent web search, domain-specific queries, parallel batch search, and page extraction. Use it when a task needs current information or a claim needs checking.
CX Codex +1
38,500installs
academic-paper skill This skill runs a 12-agent academic pipeline across 11 modes. It guides projects from literature searches and outlines to citation audits and rebuttal reviews.
CX Codex +1
10,800installs
nature-figure skill A skill that builds, revises and audits scientific figures for manuscripts in Python or R. Useful when plots go to submission, not to a report.
CX Codex +1
18,800installs
academic-paper-reviewer skill This skill reviews an academic paper through five role-based perspectives. Use it for peer review, revision checks, or a focused methodology assessment.
CX Codex +1
9,800installs
nature-polishing skill A skill that polishes, translates and tightens existing academic prose. Facts, terminology and evidence boundaries stay intact.
CX Codex +1
17,500installs
nature-citation skill Finds Nature and CNS-family papers for manuscript claims, maps claims to sources, and prepares a reference-manager export. Use it when the journal scope matters.
CX Codex +1
15,600installs
nature-data skill nature-data drafts or audits manuscript data and code availability statements, dataset access routes, repository plans, and FAIR metadata.
CX Codex +1
15,400installs
nature-academic-search skill Searches research literature, checks citations, and builds MeSH strategies. Useful for source discovery, bibliography work, and citation audits.
CX Codex +1
15,300installs
nature-reader skill Creates source-grounded Chinese-English paper readers with aligned text, tables, and equations. Handles full translations, excerpt parsing, and targeted questions.
CX Codex +1
14,900installs
nature-reviewer skill The skill runs a Nature-style referee assessment of a scientific manuscript: three independent reviewer reports plus a post-review synthesis. Useful before you submit.
CX Codex +1
13,900installs
academic-pipeline skill Coordinates academic research from source gathering and drafting through integrity checks, peer review, revisions, and finalization. Useful for a complete paper workflow.
CX Codex +1
7,200installs
nature-paper-to-patent skill Drafts Chinese patent documents from research papers or inventor materials, with claims tied to source evidence. Useful for disclosure analysis, claim drafting, and paper-to-patent audits.
CX Codex +1
12,600installs
repo-intake-and-plan skill Scans a repository through its README and project files, then builds a small reproduction plan. Use it before running experiments.
CX Codex +1
476,200installs
minimal-run-and-audit skill Captures and normalizes execution evidence from deep learning smoke tests and inference commands into standardized repro_outputs/ files.
CX Codex +1
476,200installs
nature-downloader skill Downloads academic papers through lawful open access, publisher APIs, CNKI, and authorized library access. Useful for batch retrieval of papers and supporting files.
CX Codex +1
12,000installs
nature-literature-pipeline skill Automates academic literature discovery, six-dimension paper scoring, and digest delivery to chat apps. Useful for running daily research scans via cron.
CX Codex +1
11,800installs
nature-statistics skill Audits and revises statistical reporting in research manuscripts, from experimental units to figure statistics. Use it to review a Methods section, address reviewer comments, or align figures with results.
CX Codex +1
11,800installs
read-arxiv-paper skill This skill reads an arXiv paper from its source files and writes a Markdown report. It is useful when research needs to be connected to nanochat.
CX Codex +1
2,800installs
nature-paper-card skill Turns one scientific paper into a structured deep-reading card: methods, experiment-to-claim evidence, limitations. Useful when you need the paper taken apart, not summarised.
CX Codex +1
10,500installs
jupyter-notebook
official skill Scaffolds reproducible Jupyter notebooks for experiments and tutorials using bundled templates and a helper script. It prevents manual raw JSON editing errors.
CX Codex +1
5,600installs
ai-research-explore skill Governs deep learning research exploration on top of an existing baseline. It isolates candidate experiments and generates structured comparison reports.
CX Codex +1
337,400installs
ai-research-reproduction skill This skill guides a repository-grounded reproduction run from its README to an evidence bundle. Use it to test a documented model run without quietly changing the experiment.
CX Codex +1
337,100installs
explore-code skill A skill for cautious code experiments in deep learning repositories: it transplants modules and adapts architectures on an isolated branch, with rollback-aware records.
CX Codex +1
336,700installs
safe-debug skill Conservative failure diagnosis for deep learning research: narrows down root causes and drafts minimal patches without touching code without approval.
CX Codex +1
335,000installs
explore-run skill Plans bounded exploratory machine learning runs with comparability caveats and saves summaries to explore_outputs.
CX Codex +1
336,500installs
run-train skill Runs a selected training command and organizes the resulting evidence. Use it for startup checks, short-run verification, full training kickoff, or resume handling.
CX Codex +1
336,500installs
start
official skill Checks connected MCP servers and surveys bio-research tools. Helps researchers get oriented with the plugin before starting a project.
CX Codex +1
4,900installs
consulting-analysis skill This skill plans a research framework, then turns collected material into a structured report. Use it for market, financial, brand, or competitor analysis.
CX Codex +1
3,000installs
statistical-analysis
official skill Provides statistical guidelines for descriptive stats and anomaly detection. Useful when evaluating distributions and business metrics.
CX Codex +1
4,600installs
github-deep-research skill Runs multi-round research on any GitHub repository and writes a structured markdown report with a timeline, metrics and Mermaid diagrams.
CX Codex +1
2,900installs
academic-paper-review skill A skill for automated peer review of academic papers following top-conference standards. Assesses methodology, evaluates novelty, identifies weaknesses, and delivers evidence-based critique.
CX Codex +1
2,700installs
systematic-literature-review skill A skill to automatically search and synthesize multiple papers by topic from arXiv. Collects research, extracts key findings, and outputs reports in APA, IEEE, or BibTeX format.
CX Codex +1
2,500installs
learn skill A six-phase research workflow that turns source material into notes, an outline, or a publish-ready draft. Use it for unfamiliar domains and multi-source work.
CX Codex +1
13,200installs
synthesize-research
official skill This skill turns interview notes, survey responses and support tickets into a structured synthesis with themes, frequency counts and priorities. Useful when the pile of feedback has outgrown your ability to read it.
CX Codex +1
3,000installs
instrument-data-to-allotrope
official skill Converts laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON or flattened CSV. Auto-detects instrument type and outputs ASM JSON, tabular CSV, and exportable parser code.
CX Codex +1
2,400installs
scvi-tools
official skill A skill providing deep learning workflows for single-cell genomics with scvi-tools. It guides model selection, batch correction, and AnnData processing pipelines.
CX Codex +1
2,400installs
single-cell-rna-qc
official skill Runs QC for single-cell RNA-seq data, filters cells with MAD-based rules, and creates plots. Use it for initial checks of .h5ad or .h5 files.
CX Codex +1
2,400installs
scientific-problem-selection
official skill A skill that helps scientists structure research problem selection, from idea generation to navigating obstacles. Works through three entry points: pitch a new idea, troubleshoot a stuck project, or answer a strategic question.
CX Codex +1
2,400installs
academic-research-suite skill Routes academic workflows inside AI assistants, from literature reviews and meta-analyses to manuscript drafting and peer review. Built for researchers preparing scholarly papers.
CX Codex +1
2,000installs
arxiv skill Searches arXiv by keyword, author, category or ID and pulls paper metadata through the free REST API. Handy when you need a citation or a BibTeX entry fast.
CX Codex +1
683installs
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