Python · 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

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

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

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

mvanhorn/last30days-skill

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

zLanqing/codex-claude-academic-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

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

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

Search the user's knowledge bases and knowledge spaces (企业知识库检索).

dataelement/bisheng

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

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

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

ChenLiu-1996/figures4papers

Build or review source-backed descriptive, diagnostic, predictive, and prescriptive analysis for consequential decisions.

limingrui679-design/high-stakes-analytics-decision-lab

Comprehensive Python library for astronomy and astrophysics.

zLanqing/codex-claude-academic-skills

Converts an arxiv paper into a minimal, citation-anchored Python implementation.

PrathamLearnsToCode/paper2code

Searches arXiv, fetches metadata, generates BibTeX, downloads PDFs and finds citations and related papers using a bundled Python script.

XiaomiMiMo/MiMo-Code

Estimates reaction fluxes inside cells from steady-state carbon-13 labeling data with a bundled mfapy-based solver, and reports which fluxes the data pin down.

K-Dense-AI/scientific-agent-skills

Searches DBLP for papers from top conferences such as CVPR, ICLR and NeurIPS, adds Semantic Scholar data, scores them and writes a yearly Obsidian note.

juliye2025/evil-read-arxiv

Writes the research-status literature review and critique section of an NSFC grant proposal, backed by a bundled multi-source literature search.

HuiyuLi-2000/Chinese-Grant-Writer-Skills

A skill your agent uses when the user has a research question and needs a complete experiment package — design document, runnable code, results (measured or simulated with honest provenance)…

ai4s-research/ai4s-skills

An 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter.

federicodeponte/opendraft

Plans, runs, and documents analytical method validation, verification, or transfer studies under ICH Q2(R2)/Q14, USP, ICH M10, CLSI EP, or ISO/IEC 17025.

K-Dense-AI/scientific-agent-skills

A skill your agent uses when the user needs multi-source research with citation tracking, evidence persistence, and structured report generation.

ultralisp/ultralisp

Three-role workflow for math modeling contests: problem analysis, code and results, then a paper, with independent subagent checks at each stage gate.

XiaoMaColtAI/math-modeling-skill

根据用户提供的论文主题，进行系统性中英文文献回顾（Literature Survey）. An agent skill from stephenlzc/AI-Powered-Literature-Review-Skills.

stephenlzc/AI-Powered-Literature-Review-Skills

A skill your agent uses when finding, comparing, reading, or monitoring arXiv papers, including requests for abstracts, citation graphs, original LaTeX, section-level technical details, or…

blazickjp/arxiv-mcp-server

Indexes research papers on the Hugging Face Hub from arXiv, links them to models and datasets, claims authorship and generates markdown research articles from templates.

huggingface/skills

Drafts a report in Markdown with numbered inline citations and a references section, then renders it to a styled HTML file through a Jinja2 template on Windows.

MegaSuperKitty/WeClaw

Use Zotero Desktop to enable/probe the local API, search a local Zotero library, list items/collections/tags, export BibTeX, insert citation keys into LaTeX or Markdown drafts, read indexed full…

congcongwang0122/zotero-skill

A skill your agent uses when designing, reviewing, or implementing single-cell RNA-seq QC in Python or R with a human-in-the-loop, data-driven approach.

xuzhougeng/wisp-science

Composites several moments from real drone footage into one still with ghost trails, then lays out paper figures and an editable PowerPoint file.

XXLiu-HNU/visualize_uav_trajectory

A skill your agent uses when the user wants a comprehensive literature survey on a specific research topic.

ai4s-research/ai4s-skills

Runs Cantera constant-volume or constant-pressure ignition simulations and reports temperature-based ignition delay with mechanism provenance and checks.

K-Dense-AI/scientific-agent-skills

把一道解析几何题解成一个自包含的交互教学网页：左栏题面 + 动态控制台（一个 可变参数滑块驱动实时重算的几何量 + 理论范围/定值指示），中栏 KaTeX 分步解析，右栏 2D Canvas 动态几何画板（椭圆/双曲线/抛物线/圆 + 动直线/动点 + 向量 + 标注 + 画笔涂鸦）。

wy51ai/edulab

Writes Chinese and English abstracts for NSFC grant applications, with a recommended title and five alternatives, within set character limits.

huangwb8/ChineseResearchLaTeX

Translates an English paper PDF, all pages or a chosen range, into a Simplified Chinese image-based PDF that keeps the original layout, figures and formulas.

Yuan1z0825/nature-skills

Redraws your data as a matplotlib figure in the visual style of a reference paper figure, using a drawer and reviewer loop.

VILA-Lab/FigMirror

Quick reference for wdoc, a command-line and Python tool that summarizes, searches and answers questions over documents of many file types.

thiswillbeyourgithub/wdoc

Detects a Karpathy-pattern LLM wiki and builds an interactive knowledge graph with entities, implicit relationships and topic clusters.

Egonex-AI/Understand-Anything

Searches arXiv for recent papers matching your research interests, scores them and writes a daily recommendation note into an Obsidian vault.

juliye2025/evil-read-arxiv

Reference patterns for writing qiskit 2.x code for variational quantum machine learning: feature maps, VQC training, VQE for chemistry, MPS circuits and noise models.

aiming-lab/AutoResearchClaw

Searches and downloads legally accessible academic PDFs, OCRs them to Markdown, and organizes the results into a traceable, AI-readable literature library.

LigphiDonk/Oh-my--paper

Predicts how small molecules bind to a protein with DiffDock, covering batch docking, pose ranking by confidence and checks on the results; not for binding affinity.

K-Dense-AI/scientific-agent-skills

Writes ML/AI review and survey papers for arXiv using the IEEEtran LaTeX template with verified BibTeX citations.

yunshenwuchuxun/latex-paper-skills

Develop high-performance C/C++ plugins for Stata using the stplugin.h SDK.

dylantmoore/stata-skill