AI Agent Skill Repository

AI Agent Skills Directory

Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.

Browse by scenario

Real skills, grouped by the work your agent needs to finish.

Each directory entry links to real skill pages with GitHub adoption, trust score, install handoff, risk notes, and agent-readable metadata. Use these as starting points when you want a shortlist before asking an agent to install anything.

Design to deployment

Frontend and UI skills

Design direction, Figma implementation, UI review, React performance, browser QA, and safe preview deployments.

  • Matchbox108 stars

    🔥 A react UI component library

    Trust 73Quality 63design-creative
  • Vui701 stars

    Real-time voice assistant — WebRTC streaming, faster-whisper ASR, local LLM, Vui Nano (300M) TTS. OpenAI Real…

    Trust 76Quality 72media-automation
  • Yume141 stars

    Native desktop UI for Claude Code with orchestration, streaming, background agents, and multi-provider suppor…

    Trust 71Quality 65coding-agents

Codex, Claude Code, Cursor

Coding agent skills

Code review, repo inspection, testing, planning, shipping, and engineering workflows for coding agents.

  • Skills122 stars

    Agent Skills for the Venice.ai API. One folder per surface area, each with a SKILL.md for agent runtimes (Cur…

    Trust 84Quality 87utility
  • Bot that bridges Feishu/Lark messenger with a local Claude Code or Codex CLI. Streaming cards, per-chat sessi…

    Trust 86Quality 98coding-agents
  • AI2.9K stars

    🤖 Type-safe, provider-agnostic TypeScript AI SDK for streaming chat, tool calling, agents, and multimodal ap…

    Trust 89Quality 100agent-frameworks

Documents and knowledge

Research and RAG skills

Research, recent-events briefings, PDF parsing, markdown conversion, RAG ingestion, and knowledge workflows.

  • High performance and CommonMark compliant HTML to Markdown converter. Maintained by the Kreuzberg team. Kreuz…

    Trust 80Quality 83rag-knowledge
  • Full-stack AI app generator — FastAPI + Next.js with AI Agents, RAG, streaming, auth, and 20+ integrations ou…

    Trust 88Quality 97rag-knowledge
  • Swiftide710 stars

    Fast, streaming indexing, query, and agentic LLM applications in Rust

    Trust 79Quality 77rag-knowledge

Markets and quant

Finance and trading skills

Stock analysis, market research, quant backtesting, financial data, and investment research skills.

  • Tda API1.3K stars

    A TD Ameritrade API client for Python. Includes historical data for equities and ETFs, options chains, stream…

    Trust 78Quality 66finance
  • Rust Solana DEX event streaming SDK over sol-parser-sdk with Yellowstone gRPC, Jito ShredStream, RPC parsing,…

    Trust 80Quality 74finance
  • Python SDK for SEC & EDGAR data — API access and bulk dataset downloads for 20M+ filings, insider trades, 13F…

    Trust 72Quality 76finance

Crawlers and extraction

Web scraping skills

Crawling, scraping, extraction, browser automation, structured data capture, and website-to-markdown workflows.

  • NewPipe's core library for extracting data from streaming sites

    Trust 86Quality 95web-automation
  • Haipproxy5.5K stars

    :sparkling_heart: High available distributed ip proxy pool, powerd by Scrapy and Redis

    Trust 81Quality 72web-automation
  • Markstream Vue2.7K stars

    Multi-framework streaming Markdown renderers for AI apps: Vue/Nuxt, React/Next.js, Svelte, and Angular, with…

    Trust 89Quality 100document-processing

Prompts, B-roll, explainers

Video creation skills

Video-generation prompts, B-roll, Vox-style explainers, camera direction, captions, and creative-production workflows.

  • PersonaLive3.3K stars

    [CVPR 2026] PersonaLive! : Expressive Portrait Image Animation for Live Streaming

    Trust 88Quality 95media-automation
  • Matrix Game2.2K stars

    Matrix-Game 3.0: Real-Time and Streaming Interactive World Model with Long-Horizon Memory

    Trust 86Quality 93media-automation
  • SparkVSR677 stars

    SparkVSR: Interactive Video Super-Resolution via Sparse Keyframe Propagation

    Trust 79Quality 77media-automation

Images, video, UI

Design and creative skills

Image, video, creative production, UI design, multimodal generation, and visual workflow skills.

  • Superstreamer1.4K stars

    An open, scalable, online streaming setup. All-in-one toolkit from ingest to adaptive video playback. Built f…

    Trust 84Quality 87media-automation
  • Free AI632 stars

    FreeTheAi (Free The AI): free OpenAI-compatible AI API with 50+ models, Discord key signup, streaming, tools,…

    Trust 76Quality 71media-automation
  • MOSS TTS3.5K stars

    MOSS‑TTS Family is an open‑source speech and sound generation model family from MOSI.AI and the OpenMOSS team…

    Trust 88Quality 100media-automation

Analysis and pipelines

Data and analytics skills

Data analysis, analytics, ETL, notebooks, databases, tables, charts, and reporting workflows.

  • SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.

    Trust 78Quality 67data-analysis
  • Flink Cdc6.4K stars

    Flink CDC is a streaming data integration tool

    Trust 87Quality 100data-analysis
  • Seatunnel Web505 stars

    Modern SeaTunnel Web UI with visual DAG pipelines, batch & streaming sync, connector management, built-in met…

    Trust 80Quality 75data-analysis

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

209

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

208 quality198 maintained

Research

Research and knowledge work

75

Deep research, source comparison, literature review, RAG, knowledge search, and reports.

75 quality73 maintained

Presentation

Presentation and deck workflows

1

PPTX generation, HTML slides, pitch decks, speaker notes, and presentation workflow skills.

1 quality1 maintained

Finance

Finance and quant workflows

16

Market data, SEC filings, portfolio analysis, quant research, backtesting, and risk workflows.

16 quality15 maintained

Marketing

Marketing and growth automation

13

SEO, content operations, lead generation, CRM, email automation, analytics, and growth workflows.

13 quality13 maintained

Design

Design and creative production

72

Design assets, images, video, audio, multimodal media, presentation, and creative production skills.

72 quality66 maintained

Data

Data, BI, and analytics

59

CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis.

58 quality53 maintained

Legal

Legal, policy, and compliance

11

Contract analysis, privacy, policy review, compliance checks, governance, and document risk review.

11 quality11 maintained

Education

Education and tutoring

6

Tutoring, course generation, quizzes, learning analytics, classrooms, and teaching workflows.

6 quality6 maintained

World Cup

Football and World Cup analytics

2

Football data, World Cup dashboards, xG, match prediction, scouting, and sports analytics.

2 quality2 maintained

High-intent entry points

Start from the task, not a keyword list.

These shortcuts use the same trust, supply, and relevance signals as the registry API, so humans and agents land on a useful shortlist faster.

Agent-readable index

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 451 ranked candidates matching "spark-streaming"

Best blend of quality, stars, freshness, and agent usage

1

Spark

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDDATA

Apache Spark - A unified analytics engine for large-scale data processing

$ npx skills add apache/spark
43.5K stars76 quality87 trustReviewed1mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Database and SQL

CLI + Codex · 4 targets

scalasql
by apacheDetailsQuick view
2

Spark Operator

VERIFIEDEXCELLENT · 97TRUST · 88SAFE · REVIEWEDCODING

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

$ npx skills add kubeflow/spark-operator
3.1K stars66 quality88 trustReviewed2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonkubernetes
by kubeflowDetailsQuick view
3

Docker Spark

VERIFIEDEXCELLENT · 87TRUST · 77SAFE · EXPERIMENTALCODING

Apache Spark docker image

$ npx skills add big-data-europe/docker-spark
2.1K stars62 quality77 trustExperimental3mo since pushNeeds review
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

shellkubernetes
by big-data-europeDetailsQuick view
4

TensorFlowOnSpark

VERIFIEDSTRONG · 70TRUST · 78SAFE · REVIEWEDDESIGN

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

$ npx skills add yahoo/TensorFlowOnSpark
3.9K stars52 quality78 trustReviewed with permission notes3y since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by yahooDetailsQuick view
5

Spark Notebook

VERIFIEDPROMISING · 69TRUST · 78SAFE · REVIEWEDCODING

Interactive and Reactive Data Science using Scala and Spark.

$ npx skills add spark-notebook/spark-notebook
3.1K stars51 quality78 trustReviewed with permission notes3y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

javascriptnotebook
by spark-notebookDetailsQuick view
6

Flink Streaming Platform Web

VERIFIEDSTRONG · 80TRUST · 81SAFE · REVIEWEDDATA

基于flink的实时流计算web平台

$ npx skills add zhp8341/flink-streaming-platform-web
1.9K stars54 quality81 trustReviewed with permission notes8mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Database and SQL

CLI + Codex · 4 targets

javasql
by zhp8341DetailsQuick view
7

Spark Ml Source Analysis

VERIFIEDPROMISING · 67TRUST · 78SAFE · REVIEWEDDESIGN

spark ml 算法原理剖析以及具体的源码实现分析

$ npx skills add endymecy/spark-ml-source-analysis
2.0K stars50 quality78 trustReviewed with permission notes7y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

machine-learning
by endymecyDetailsQuick view
8

Spark Excel

STRONG · 72TRUST · 79SAFE · REVIEWEDDATA

A Spark plugin for reading and writing Excel files

$ npx skills add nightscape/spark-excel
521 stars50 quality79 trustReviewed with permission notes3mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

scalaetl
by nightscapeDetailsQuick view
9

Efficient Data Processing Spark

PROMISING · 69TRUST · 73SAFE · REVIEWEDDATA

Code for "Efficient Data Processing in Spark" Course

$ npx skills add josephmachado/efficient_data_processing_spark
385 stars52 quality73 trustReviewed with permission notes2mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Data analysis

CLI + Codex · 4 targets

pythondata-pipeline
by josephmachadoDetailsQuick view
10

Sagemaker Spark

STRONG · 73TRUST · 77SAFE · REVIEWEDDESIGN

A Spark library for Amazon SageMaker.

$ npx skills add aws/sagemaker-spark
300 stars51 quality77 trustReviewed with permission notes2mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

scalamachine-learning
by awsDetailsQuick view
11

Spark Kubernetes Operator

STRONG · 73TRUST · 77SAFE · REVIEWEDCODING

Apache Spark Kubernetes Operator

$ npx skills add apache/spark-kubernetes-operator
289 stars51 quality77 trustReviewed with permission notes2mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

javakubernetes
by apacheDetailsQuick view
12

Spark Yun

STRONG · 72TRUST · 76SAFE · REVIEWEDCODING

Ultra-Lightweight AI-Powered Big Data Center | 至轻云-超轻量级智能化大数据中心/数据中台

$ npx skills add isxcode/spark-yun
251 stars51 quality76 trustReviewed with permission notes1mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

CLI + Codex · 4 targets

vuekubernetes
by isxcodeDetailsQuick view
13

SwiftStreamingMarkdown

STRONG · 72TRUST · 76SAFE · REVIEWEDRESEARCH

A performant markdown library for iOS that supports streaming

$ npx skills add microsoft/SwiftStreamingMarkdown
231 stars50 quality76 trustReviewed with permission notes1mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Document processing

CLI + Codex · 4 targets

swiftmarkdown
by microsoftDetailsQuick view
14

Spark Docker

STRONG · 70TRUST · 74SAFE · REVIEWEDDATA

Official Dockerfile for Apache Spark

$ npx skills add apache/spark-docker
169 stars49 quality74 trustReviewed with permission notes2mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Database and SQL

CLI + Codex · 4 targets

dockerfilesql
by apacheDetailsQuick view
15

SparkleShare

VERIFIEDEXCELLENT · 87TRUST · 82SAFE · REVIEWEDCODING

Share and collaborate by syncing with any Git repository instantly. Linux, macOS, and Windows

$ npx skills add hbons/SparkleShare
5.0K stars61 quality82 trustReviewed with permission notes5mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

c#privacy
by hbonsDetailsQuick view
16

Sparkmagic

VERIFIEDSTRONG · 74TRUST · 79SAFE · REVIEWEDDATA

Jupyter magics and kernels for working with remote Spark clusters

$ npx skills add jupyter-incubator/sparkmagic
1.4K stars53 quality79 trustReviewed with permission notes11mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Data analysis

CLI + Codex · 4 targets

pythonnotebook
by jupyter-incubatorDetailsQuick view

Page 1

Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.

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