Best agent skills for researchers

Lets Claude Code ask questions of your Google NotebookLM notebooks through browser automation and return answers grounded in your uploaded sources.

PleasePrompto/notebooklm-skill

Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.

spacering-net/codeg

Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.

bytedance/deer-flow

Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.

Yuan1z0825/nature-skills

Routes web research and platform lookups across 16 sites, including Twitter, Reddit, YouTube, Bilibili, Xiaohongshu and GitHub, through one command-line tool.

Panniantong/Agent-Reach

Searches the web through the Tavily API with LLM-friendly output: clean structured results, optional AI-written answers, domain filters, news mode, images and raw content.

allenpeng0705/EnvoyMesh

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.

weapp-tailwindcss/weapp-tailwindcss

Structured manuscript/grant review with checklist-based evaluation.

spacering-net/codeg

Research what people actually say about any topic in the last 30 days.

mvanhorn/last30days-skill

Fetches the TeX source of an arXiv paper from its URL, reads it and writes a markdown summary tied to the nanochat project.

karpathy/nanochat

Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts.

Imbad0202/academic-research-skills

Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python.

zLanqing/codex-claude-academic-skills

Runs web-grounded searches through Perplexity's Sonar models over OpenRouter for current events, recent literature and cited facts beyond the model's training cutoff.

davila7/claude-code-templates

Evaluate research rigor. An agent skill from weapp-tailwindcss/weapp-tailwindcss.

weapp-tailwindcss/weapp-tailwindcss

Compare two revisions of the Logseq logseq-review-workflow skill by running the same review prompt against isolated before and after skill snapshots, collecting both outputs, and producing a…

logseq/logseq

Fetch any URL and convert to markdown using Chrome CDP. An agent skill from sdyckjq-lab/llm-wiki-skill.

sdyckjq-lab/llm-wiki-skill

Creates, revises, audits and exports manuscript-ready scientific figures in Python or R, and routes AI-generated graphical abstracts to a separate workflow.

Yuan1z0825/nature-skills

Drafts Chinese invention patent applications and technical disclosures from research papers or inventor materials, tying each claim feature to source evidence.

Yuan1z0825/nature-skills

Installs, authenticates and operates Gemini Notebook (NotebookLM) through the notebooklm-py CLI or its typed async Python API, for notebooks, sources, grounded chat and generated artifacts.

teng-lin/notebooklm-py

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).

neflibata-feng/MyArxiv-Agent

Query and analyze scholarly literature using the OpenAlex database.

neflibata-feng/MyArxiv-Agent

Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.

Galaxy-Dawn/claude-scholar

Composes, revises or audits research proposals and opening reports through an evidence-first state machine with argument maps, section contracts and dynamic expert reviewers.

Yuan1z0825/nature-skills

Reference for RuView's research-grade WiFi sensing features: multistatic fusion, cross-viewpoint geometry, persistent field models, RF tomography, intention signals and mesh security.

ruvnet/RuView

Finds papers in OpenAlex, PubMed and Google Scholar, turns DOIs, PMIDs and arXiv IDs into clean BibTeX, and validates citations for a manuscript or thesis.

K-Dense-AI/claude-scientific-writer

Searches bioRxiv life sciences preprints by keyword, author, date range or category with a Python script, returning JSON metadata and optional PDF downloads.

LigphiDonk/Oh-my--paper

Analyzes Neuropixels recordings from SpikeGLX or Open Ephys through preprocessing, drift correction, Kilosort4 spike sorting, quality metrics and curation.

davila7/claude-code-templates

Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript.

lishix520/academic-paper-skills

Comprehensive citation management for academic research. An agent skill from neflibata-feng/MyArxiv-Agent.

neflibata-feng/MyArxiv-Agent

Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and…

spacering-net/codeg

Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more.

Atmosphere/atmosphere

Scan Logseq ClojureScript Node/Electron targets for npm module loading risks, especially ESM-only packages that may fail when loaded through js/require or shadow-cljs require-based shims.

logseq/logseq

Retrieve and analyze AlphaFold predicted structures for a protein.

google-deepmind/science-skills

Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.

Imbad0202/academic-research-skills

Routes literature requests to lawful full-text sources: open access, publisher APIs, CNKI and institutional browser access, with a supporting-information gate.

Yuan1z0825/nature-skills

Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready…

K-Dense-AI/claude-scientific-writer

Save the current conversation, a decision, or a set of notes as a document in an Outline collection; use when the user wants to keep what was discussed in their knowledge base.

outline/outline

Supplies LaTeX templates and formatting rules for journals, conferences, posters, and grant proposals, then can check a draft against them.

davila7/claude-code-templates

A skill your agent uses when building or maintaining a personal LLM-powered knowledge base.

Astro-Han/karpathy-llm-wiki

Analyzes genetic variant effects on gene expression (RNA-seq), chromatin accessibility (DNASE), histone marks (ChIP), and transcription factors using the AlphaGenome API.

google-deepmind/science-skills

A skill your agent uses when working with symbolic mathematics in Python.

zLanqing/codex-claude-academic-skills

Runs multi-round research in three stages with a persisted state file, evidence tracking and a long-form report with per-claim citations.

TokenRhythm/opensquilla

Renders ready-made scientific figure templates, such as raincloud plots, Taylor diagrams and chord diagrams, from bundled Python scripts in the MathModel sandbox.

jihe520/MathModelAgent

Simulates a journal peer review of a manuscript with a five-seat reviewer panel, an editorial synthesizer and several review modes.

Imbad0202/academic-research-skills

自动从 Z-Library 下载书籍并上传到 Google NotebookLM。支持 PDF/EPUB 格式，自动转换，一键创建知识库。

zstmfhy/zlibrary-to-notebooklm

Covers publication-ready matplotlib figures for academic papers, slides, and reports—bars, trends, scatter, heatmaps, and multi-panel layouts—with…

ChenLiu-1996/figures4papers

Runs a bounded, source-grounded research loop that drafts a cited dossier and can propose a separately reviewed merge into an Obsidian vault.

AgriciDaniel/claude-obsidian

Collects content from WeChat articles, web pages, YouTube, podcasts, documents and more, uploads it to NotebookLM and generates podcasts, slides or mind maps.

joeseesun/qiaomu-anything-to-notebooklm