# Skills for Science and research

Skills for Science and research: what each one does, an install command and example prompts.

676 cards · page 15 of 17

- HTML: https://affpapa.org/en/nevibecode/skills/topic/science?page=15
- Instructions for agents: https://affpapa.org/en/nevibecode/agents.md

- [measure-survey-analysis](https://affpapa.org/en/nevibecode/skills/measure-survey-analysis.md) — skill · product-on-purpose · Claude Code, Codex, Cursor +3 · 634 installs — Turns survey results into PM-ready findings: persona segments, themes in open-text answers, hypothesis status, and explicit warnings about what the data cannot support.
- [source-verification](https://affpapa.org/en/nevibecode/skills/source-verification.md) — skill · jamditis · Claude Code, Codex, Cursor +3 · 425 installs — Applies the SIFT method to verify sources, claims, images, and documents.
- [academic-research-writer](https://affpapa.org/en/nevibecode/skills/academic-research-writer.md) — skill · endigo · Claude Code, Codex, Cursor +3 · 2200 installs — This skill helps plan academic documents, assess research sources and format references in IEEE style.
- [paper-planning](https://affpapa.org/en/nevibecode/skills/paper-planning.md) — skill · EvoScientist · Claude Code, Codex, Cursor +3 · 416 installs — A skill that plans an academic paper before writing starts: story, experiments, figures and a 4-week timeline.
- [find-quotes](https://affpapa.org/en/nevibecode/skills/find-quotes.md) — skill · arcmira · Claude Code, Codex, Cursor +3 · 1500 installs — Find spoken passages in podcasts and YouTube videos, with source details and clip boundaries.
- [experiment-pipeline](https://affpapa.org/en/nevibecode/skills/experiment-pipeline.md) — skill · EvoScientist · Claude Code, Codex, Cursor +3 · 389 installs — Runs a research experiment through four stages with attempt budgets and gate conditions.
- [evo-memory](https://affpapa.org/en/nevibecode/skills/evo-memory.md) — skill · EvoScientist · Claude Code, Codex, Cursor +3 · 387 installs — Keeps what you learned between research cycles: which directions paid off, which failed, and which training strategies are worth reusing.
- [creative-research](https://affpapa.org/en/nevibecode/skills/creative-research.md) — skill · haowjy · Claude Code, Codex, Cursor +3 · 487 installs — This skill gathers grounded material for a story question: history, culture, daily detail, how a trade actually works.
- [experiment-craft](https://affpapa.org/en/nevibecode/skills/experiment-craft.md) — skill · EvoScientist · Claude Code, Codex, Cursor +3 · 373 installs — Claude Code skill that isolates why machine learning experiments fail and tracks hypotheses in a structured log.
- [firecrawl-research](https://affpapa.org/en/nevibecode/skills/firecrawl-research.md) — skill · glebis · Claude Code, Codex, Cursor +3 · 379 installs — Extracts research topics from markdown notes, scrapes web sources via FireCrawl API, and saves structured summaries.
- [paper-navigator](https://affpapa.org/en/nevibecode/skills/paper-navigator.md) — skill · EvoScientist · Claude Code, Codex, Cursor +3 · 357 installs — Finds and reads academic papers across Semantic Scholar and arXiv.
- [social-media-intelligence](https://affpapa.org/en/nevibecode/skills/social-media-intelligence.md) — skill · jamditis · Claude Code, Codex, Cursor +3 · 331 installs — A skill for tracking how a story spreads, spotting coordinated campaigns and vetting accounts.
- [tavily](https://affpapa.org/en/nevibecode/skills/tavily.md) — skill · intellectronica · Claude Code, Codex, Cursor +3 · 627 installs — Searches the web, extracts page content, maps domains, and runs deep research tasks through Tavily's REST API.
- [deep-research](https://affpapa.org/en/nevibecode/skills/glebis-deep-research.md) — skill · glebis · Claude Code, Codex, Cursor +3 · 324 installs — Runs deep research on any topic through the OpenAI Deep Research API: sharpens the prompt with follow-up questions, saves the parameters, returns a report with sources.
- [research-survey](https://affpapa.org/en/nevibecode/skills/research-survey.md) — skill · EvoScientist · Claude Code, Codex, Cursor +3 · 300 installs — Turns a collected paper set into a structured survey: outline, draft, section-by-section expansion, comparison tables and citations.
- [manus](https://affpapa.org/en/nevibecode/skills/manus.md) — skill · sanjay3290 · Claude Code, Codex, Cursor +3 · 390 installs — This skill forwards slow research jobs to the Manus agent, which browses the web and returns a report with attached files.
- [scientific-manuscript-review](https://affpapa.org/en/nevibecode/skills/scientific-manuscript-review.md) — skill · lyndonkl · Claude Code, Codex, Cursor +3 · 479 installs — A skill that walks a scientific manuscript through eight review passes: structure, sections, claim clarity, language and journal formatting.
- [data-analysis-jupyter](https://affpapa.org/en/nevibecode/skills/data-analysis-jupyter.md) — skill · Mindrally · Claude Code, Codex, Cursor +3 · 1500 installs — Guides AI coding agents through data analysis, visualization, and Jupyter notebook workflows with pandas, numpy, matplotlib, and seaborn.
- [patent-diagram-generator](https://affpapa.org/en/nevibecode/skills/patent-diagram-generator.md) — skill · RobThePCGuy · Claude Code, Codex, Cursor +3 · 313 installs — A skill that draws patent-style figures with Graphviz: method flowcharts, system block diagrams and architectures with reference numbering.
- [read-deleted-pages](https://affpapa.org/en/nevibecode/skills/read-deleted-pages.md) — skill · UseOSINT · Claude Code, Codex, Cursor +3 · 2000 installs — Pulls deleted, edited or older web content from the Wayback Machine, archive.today, Common Crawl and Memento.
- [literature-review](https://affpapa.org/en/nevibecode/skills/collaborative-deep-research-literature-review.md) — skill · collaborative-deep-research · Claude Code, Codex, Cursor +3 · 732 installs — Runs a systematic literature review on an academic topic: searches papers, triages results, reads key works and writes a themed report.
- [grant-proposal-assistant](https://affpapa.org/en/nevibecode/skills/grant-proposal-assistant.md) — skill · lyndonkl · Claude Code, Codex, Cursor +3 · 350 installs — Guides writing and review of NIH R01/R21/K, NSF and foundation grant proposals by reading them the way a reviewer would.
- [biomedical-search](https://affpapa.org/en/nevibecode/skills/biomedical-search.md) — skill · yorkeccak · Claude Code, Codex, Cursor +3 · 731 installs — This skill queries PubMed, bioRxiv, medRxiv, ClinicalTrials.gov and FDA drug labels in one natural-language request.
- [pubmed-search](https://affpapa.org/en/nevibecode/skills/pubmed-search.md) — skill · yorkeccak · Claude Code, Codex, Cursor +3 · 706 installs — Natural language biomedical search across PubMed powered by Valyu semantic API.
- [scipy-best-practices](https://affpapa.org/en/nevibecode/skills/scipy-best-practices.md) — skill · Mindrally · Claude Code, Codex, Cursor +3 · 1000 installs — A skill that gives your coding agent rules for SciPy work: optimization, linear algebra, stats, signal processing.
- [matplotlib-best-practices](https://affpapa.org/en/nevibecode/skills/matplotlib-best-practices.md) — skill · Mindrally · Claude Code, Codex, Cursor +3 · 1000 installs — A skill that feeds your agent Matplotlib conventions: plot types, axis labels, colorblind-safe palettes, PDF and PNG export.
- [web-search-tavily](https://affpapa.org/en/nevibecode/skills/web-search-tavily.md) — skill · agent-skills · Claude Code, Codex, Cursor +3 · 1100 installs — A skill that runs web searches through the Tavily API and returns structured results with relevance scores.
- [medical-research](https://affpapa.org/en/nevibecode/skills/medical-research.md) — skill · gexijin · Claude Code, Codex, Cursor +3 · 661 installs — Search PubMed papers and turn their findings into plain-language research summaries.
- [exa-search](https://affpapa.org/en/nevibecode/skills/cline-exa-search.md) — skill · cline · Claude Code, Codex, Cursor +3 · 2000 installs — This skill turns broad research requests into planned Exa searches, filtering, and synthesis.
- [user-research-analysis](https://affpapa.org/en/nevibecode/skills/user-research-analysis.md) — skill · aj-geddes · Claude Code, Codex, Cursor +3 · 612 installs — A skill that turns interview transcripts and survey answers into themes, pain points and quotes you can act on.
- [patents-search](https://affpapa.org/en/nevibecode/skills/patents-search.md) — skill · yorkeccak · Claude Code, Codex, Cursor +3 · 633 installs — Searches patents worldwide from plain-language queries.
- [literature-search](https://affpapa.org/en/nevibecode/skills/yorkeccak-literature-search.md) — skill · yorkeccak · Claude Code, Codex, Cursor +3 · 600 installs — Searches PubMed, arXiv, bioRxiv and medRxiv at once from a plain-language query.
- [Causal Inference](https://affpapa.org/en/nevibecode/skills/causal-inference.md) — skill · aj-geddes · Claude Code, Codex, Cursor +3 · 534 installs — A skill that walks your agent through causal effect estimation: propensity scores, instrumental variables, causal graphs.
- [Statistical Hypothesis Testing](https://affpapa.org/en/nevibecode/skills/statistical-hypothesis-testing.md) — skill · aj-geddes · Claude Code, Codex, Cursor +3 · 494 installs — Guides agents in running statistical tests for A/B testing and hypothesis validation.
- [game-strategy-simulator](https://affpapa.org/en/nevibecode/skills/game-strategy-simulator.md) — skill · OneWave-AI · Claude Code, Codex, Cursor +3 · 385 installs — Simulates sports match scenarios and evaluates risk versus reward.
- [autoresearchclaw-autonomous-research](https://affpapa.org/en/nevibecode/skills/autoresearchclaw-autonomous-research.md) — skill · reason-machines · Claude Code, Codex, Cursor +3 · 1600 installs — A skill that wires up AutoResearchClaw, a 23-stage pipeline turning one topic string into a paper with verified citations and experiment code.
- [julia](https://affpapa.org/en/nevibecode/skills/julia.md) — skill · Mindrally · Claude Code, Codex, Cursor +3 · 687 installs — Turns the agent into a Julia-aware pair programmer: multiple dispatch, type stability, docstrings and tests.
- [fact-check](https://affpapa.org/en/nevibecode/skills/jwynia-fact-check.md) — skill · jwynia · Claude Code, Codex, Cursor +3 · 751 installs — A separate pass over finished text: it pulls out claims and checks them against sources to catch hallucinations.
- [anycap-deepresearch](https://affpapa.org/en/nevibecode/skills/anycap-deepresearch.md) — skill · anycap-ai · Claude Code, Codex, Cursor +3 · 739 installs — A skill that walks the agent through five research phases: plan, gather, verify, synthesize, deliver.
- [content-research-and-sourcing](https://affpapa.org/en/nevibecode/skills/content-research-and-sourcing.md) — skill · social-media-skills · Claude Code, Codex, Cursor +3 · 642 installs — Checks the stats and citations in a draft before it goes out: traces numbers to primary sources, catches AI-fabricated references, kills stale figures.

Next: https://affpapa.org/en/nevibecode/skills/topic/science.md?page=16

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## Narrow this list
Parameters: `?platform=<claude-code|codex|cursor|copilot|gemini-cli|windsurf|…>`, `&topic=<…>`, `&sort=installs|stars|new|updated` — values in https://affpapa.org/en/nevibecode/agents.md

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NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md