Agent skills you can check before you install
Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
7,290 skills from 187 repositories · updated 26 minutes ago
196 skills
- polarsforyourhealth111-pixel/Vibe-SkillsFast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacement. For larger-than-RAM data use dask or vaex.DataNo warnings★ 3.7K↓ —
- g1brycewang-stanford/Auto-Empirical-Research-SkillsVS-Enhanced Journal Matcher with Journal Intelligence MCP — Real-time journal data pipeline with checkpoint-based human decisions. Uses OpenAlex + Crossref APIs for live metrics. Light VS applied: Avoids IF-centric recommendations + multi-dimensional matching strategy Use when: selecting target journals, planning submissions, comparing publication options Triggers: journal, submission, impact factor, academic journal, publication, submitDataNo warnings★ 4.7K↓ —
- i1brycewang-stanford/Auto-Empirical-Research-SkillsPaper Retrieval Agent - Multi-database paper fetching from Semantic Scholar, OpenAlex, arXiv Handles rate limiting, deduplication, and PDF URL extraction Use when: fetching papers, searching databases, paper retrieval Triggers: fetch papers, retrieve papers, database search, Semantic Scholar, OpenAlex, arXivDataNo warnings★ 4.7K↓ —
- i3brycewang-stanford/Auto-Empirical-Research-SkillsRAG Builder with Parallel Document Processing Vector database construction with local embeddings (zero cost) Handles PDF download, text extraction, chunking, and vector database creation Absorbed B5 (Parallel Document Processor) capabilities Use when: building RAG, creating vector database, downloading PDFs, embedding documents, batch processing Triggers: build RAG, create vector database, download PDFs, embed documents, batch PDF processingDataNo warnings★ 4.7K↓ —
- setupbrycewang-stanford/Auto-Empirical-Research-SkillsDiverga v12.0 setup wizard. 4-step researcher profile setup. Captures discipline, experience, tools, database access, and Agent Teams + VS Arena preference. Triggers: setup, configure, 설정, installDataNo warnings★ 4.7K↓ —
- academic-baselinebrycewang-stanford/Auto-Empirical-Research-SkillsUse when working on any empirical academic research context — paper writing, data analysis, literature review, or any task involving citations, results, or publication artifacts. Establishes non-negotiable principles that govern all other superpapers skills.DataNo warnings★ 4.7K↓ —
- analyzebrycewang-stanford/Auto-Empirical-Research-SkillsEnd-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review. Supports R, Stata, Python, Julia. Replaces /data-analysis.DataNo warnings★ 4.7K↓ —
- sql-insightzebbern/claude-code-guideTranslate natural language to SQL, optimize query performance, and interpret EXPLAIN plans for SQLite and PostgreSQL. Triggered when users ask to convert questions into SQL, improve slow queries, tune indexes, analyze execution plans, or mention keywords like NL2SQL, query tuning, or full table scan.DataNo warnings★ 4.7K↓ —
- database-scoutzebbern/claude-code-guideExplore SQLite and PostgreSQL databases: list tables, inspect schemas (columns/types/constraints), preview data, generate Mermaid ER diagrams, and run safe read-only queries. Triggered by requests to explore a database, view table structures, describe tables, generate diagrams, or query data, and by keywords like database exploration, schema, ER diagram, or SQL query.DataNo warnings★ 4.7K↓ —
- dataset-quality-auditzebbern/claude-code-guideRun comprehensive quality checks on tabular data (CSV/Excel/TSV/JSON), detecting missing values, duplicates, outliers, format issues, and type inconsistencies to produce an overall score, grade, and actionable suggestions. Triggered when users ask to check data quality, find missing or duplicate values, detect outliers, validate formats, profile data, or clean data.DataNo warnings★ 4.7K↓ —
- astropyforyourhealth111-pixel/Vibe-SkillsComprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve coordinate transformations, unit conversions, FITS file manipulation, cosmological distance calculations, time scale conversions, or astronomical data processing.DataNo warnings★ 3.7K↓ —
- geo-databaseforyourhealth111-pixel/Vibe-SkillsAccess NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for transcriptomics and expression analysis.DataNo warnings★ 3.7K↓ —
- pubmed-databaseforyourhealth111-pixel/Vibe-SkillsDirect REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.DataNo warnings★ 3.7K↓ —
- deepstream-devNVIDIA/skillsNVIDIA DeepStream SDK development with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based video processing, TensorRT inference integration, object detection/tracking, or Kafka/message broker integration.DataNo warnings★ 3.7K↓ —
- data-reportZJU-REAL/Easel把 CSV、Excel 或 JSON 数据生成包含 KPI、图表和洞察的完整可视化报告页。当用户说“数据报告、CSV/Excel 转报告、做 KPI 看板、生成可视化报告页”时使用。单张图表用 chart-visualization；信息图或 GIF 动画图表用 infographic。DataNo warnings★ 3.9K↓ —
- kermt-inferNVIDIA/skillsRun predictions with a finetuned KERMT checkpoint on a SMILES-only CSV. The skill validates that the input ckpt has task FFN heads (refuses pretrain ckpts with a redirect to kermt-finetune), validates the CSV, prepares the data (clean + rdkit_2d features), then launches main.py predict inside the kermt container (blocking, minutes-scale).DataNo warnings★ 3.7K↓ —
- kermt-finetuneNVIDIA/skillsFinetune a pretrained KERMT encoder on a labeled CSV. Validate the checkpoint and data, prepare features, and run containerized training. Use a local checkpoint or optionally download a pinned Hugging Face model bundle using HF_TOKEN if configured. Write model bundles, prepared data, logs, and trained models to user-selected host directories.DataNo warnings★ 3.7K↓ —
- markitdownforyourhealth111-pixel/Vibe-SkillsConvert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more.DataNo warnings★ 3.7K↓ —
- statistics-mathforyourhealth111-pixel/Vibe-SkillsStatistics, probability, linear algebra, and mathematical foundations for data scienceDataNo warnings★ 3.7K↓ —
- exploratory-data-analysisforyourhealth111-pixel/Vibe-SkillsPerform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.DataNo warnings★ 3.7K↓ —
- uniprot-databaseforyourhealth111-pixel/Vibe-SkillsDirect REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For broader biological evidence lookup across databases, use bio-database-evidence. Use this for direct HTTP/REST work or UniProt-specific control.DataNo warnings★ 3.7K↓ —
- spreadsheetforyourhealth111-pixel/Vibe-SkillsUse when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`, `pandas`), especially when formulas, references, and formatting need to be preserved and verified.DataNo warnings★ 3.7K↓ —
- infographicZJU-REAL/Easel将数据或文字内容转化为可视化信息图，支持静态（AntV）和动画 GIF 两种模式。当用户需要制作信息图、数据可视化、流程图、对比图、动画图表、GIF 图表、思维导图、SWOT 分析图时调用。本地渲染信息图/GIF 动画；要单张静态图片 URL 用 chart-visualization，要 CSV/JSON→整页报告用 data-reportDataNo warnings★ 3.9K↓ —
- xanforyourhealth111-pixel/Vibe-SkillsHigh-performance CSV processing with xan CLI for large tabular datasets, streaming transformations, and low-memory pipelines.DataNo warnings★ 3.7K↓ —