Science and research: skills, plugins, subagents, slash commands and mcp servers

anysearch anysearch-ai 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. Claude Code CX Codex Cursor +1 38,500installs academic-paper Imbad0202 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. Claude Code CX Codex Cursor +1 10,800installs nature-figure Yuan1z0825 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. Claude Code CX Codex Cursor +1 18,700installs academic-paper-reviewer Imbad0202 skill This skill reviews an academic paper through five role-based perspectives. Use it for peer review, revision checks, or a focused methodology assessment. Claude Code CX Codex Cursor +1 9,800installs nature-polishing Yuan1z0825 skill A skill that polishes, translates and tightens existing academic prose. Facts, terminology and evidence boundaries stay intact. Claude Code CX Codex Cursor +1 17,400installs nature-citation Yuan1z skill, refactored into static/dynamic layers 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. Claude Code CX Codex Cursor +1 15,600installs nature-data Yuan1z skill, refactored into static/dynamic layers skill nature-data drafts or audits manuscript data and code availability statements, dataset access routes, repository plans, and FAIR metadata. Claude Code CX Codex Cursor +1 15,300installs nature-academic-search Yuan1z0825 skill Searches research literature, checks citations, and builds MeSH strategies. Useful for source discovery, bibliography work, and citation audits. Claude Code CX Codex Cursor +1 15,200installs nature-reader Community contribution, refactored into static/dynamic layers skill Creates source-grounded Chinese-English paper readers with aligned text, tables, and equations. Handles full translations, excerpt parsing, and targeted questions. Claude Code CX Codex Cursor +1 14,900installs nature-reviewer Yuan1z0825 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. Claude Code CX Codex Cursor +1 13,800installs academic-pipeline Imbad0202 skill Coordinates academic research from source gathering and drafting through integrity checks, peer review, revisions, and finalization. Useful for a complete paper workflow. Claude Code CX Codex Cursor +1 7,200installs repo-intake-and-plan lllllllama skill Scans a repository through its README and project files, then builds a small reproduction plan. Use it before running experiments. Claude Code CX Codex Cursor +1 474,500installs minimal-run-and-audit lllllllama skill Captures and normalizes execution evidence from deep learning smoke tests and inference commands into standardized repro_outputs/ files. Claude Code CX Codex Cursor +1 474,400installs nature-literature-pipeline Jiahao8595 skill Automates academic literature discovery, six-dimension paper scoring, and digest delivery to chat apps. Useful for running daily research scans via cron. Claude Code CX Codex Cursor +1 11,800installs nature-statistics Yuan1z0825 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. Claude Code CX Codex Cursor +1 11,800installs read-arxiv-paper karpathy 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. Claude Code CX Codex Cursor +1 2,800installs nature-paper-card Yuan1z0825 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. Claude Code CX Codex Cursor +1 10,400installs jupyter-notebook official openai skill Scaffolds reproducible Jupyter notebooks for experiments and tutorials using bundled templates and a helper script. It prevents manual raw JSON editing errors. Claude Code CX Codex Cursor +1 5,600installs ai-research-explore lllllllama skill Governs deep learning research exploration on top of an existing baseline. It isolates candidate experiments and generates structured comparison reports. Claude Code CX Codex Cursor +1 335,600installs ai-research-reproduction lllllllama 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. Claude Code CX Codex Cursor +1 335,300installs explore-code lllllllama 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. Claude Code CX Codex Cursor +1 335,000installs explore-run lllllllama skill Plans bounded exploratory machine learning runs with comparability caveats and saves summaries to explore_outputs. Claude Code CX Codex Cursor +1 334,700installs run-train lllllllama 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. Claude Code CX Codex Cursor +1 334,700installs start official anthropics skill Checks connected MCP servers and surveys bio-research tools. Helps researchers get oriented with the plugin before starting a project. Claude Code CX Codex Cursor +1 4,900installs consulting-analysis bytedance skill This skill plans a research framework, then turns collected material into a structured report. Use it for market, financial, brand, or competitor analysis. Claude Code CX Codex Cursor +1 3,000installs statistical-analysis official anthropics skill Provides statistical guidelines for descriptive stats and anomaly detection. Useful when evaluating distributions and business metrics. Claude Code CX Codex Cursor +1 4,600installs academic-paper-review bytedance 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. Claude Code CX Codex Cursor +1 2,700installs systematic-literature-review bytedance 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. Claude Code CX Codex Cursor +1 2,500installs learn tw93 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. Claude Code CX Codex Cursor +1 13,100installs instrument-data-to-allotrope official anthropics 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. Claude Code CX Codex Cursor +1 2,400installs scvi-tools official anthropics skill A skill providing deep learning workflows for single-cell genomics with scvi-tools. It guides model selection, batch correction, and AnnData processing pipelines. Claude Code CX Codex Cursor +1 2,400installs single-cell-rna-qc official anthropics 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. Claude Code CX Codex Cursor +1 2,400installs scientific-problem-selection official anthropics 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. Claude Code CX Codex Cursor +1 2,400installs academic-research-suite Imbad0202 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. Claude Code CX Codex Cursor +1 1,900installs nature-paper-xray Yuan1z0825 skill Deconstructs a scientific paper to reconstruct the real research path, isolate core mechanics, and verify evidence limits before you build on, cite, or present it. Claude Code CX Codex Cursor +1 1,600installs deep-research 199-biotechnologies skill Runs multi-stage research, checks claims against sources, and assembles structured reports. Use it for complex analysis and comparisons, not quick lookups. Claude Code CX Codex Cursor +1 10,200installs research-paper-writing Orchestra Research skill Guides the end-to-end ML research paper workflow from experiment design to LaTeX drafts for top AI conferences. Claude Code CX Codex Cursor +1 493installs geo-sleuth Oldcircle skill This skill estimates where and when a photo was taken using metadata, OCR, maps, and image search. Use it when visual clues need checking. Claude Code CX Codex Cursor +1 3,000installs research-paper-writing Master-cai skill A skill to rewrite research papers into reviewer-friendly drafts. Checks paragraph logic, claim-evidence alignment, and visual quality across Abstract, Introduction, Method, Experiments, and Conclusion. Claude Code CX Codex Cursor +1 1,700installs manim-video SHL0MS, Hermes Agent skill Builds Manim CE projects for math, algorithm, and technical animations. Useful when an AI agent needs to turn an explanation into a rendered video. Claude Code CX Codex Cursor +1 455installs