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

FinanceStock analysis QuantTrading research SlidesPPT generation DocsPDF parsing ExtractWeb scraping CreativeDesign workflow SportsFootball analytics

Decision filters

Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-16 of 741 ranked candidates matching "redis"

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

Scrapy Redis

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · VERIFIEDRESEARCH

Redis-based components for Scrapy.

$ npx skills add rmax/scrapy-redis

5.6K stars68 quality89 trustVerifiedClaude Code2mo 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/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

pythoncrawler

by rmaxDetailsQuick view

CachingFramework.Redis

STRONG · 74TRUST · 76SAFE · REVIEWEDCODING

Distributed caching based on StackExchange.Redis and Redis. Includes support for tagging and is cluster-compatible.

$ npx skills add thepirat000/CachingFramework.Redis

300 stars51 quality76 trustReviewed with permission notesClaude Code1mo 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 GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + CLI · 4 targets

c#geospatial

by thepirat000DetailsQuick view

RediSearch

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

A query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggregations.

$ npx skills add RediSearch/RediSearch

6.2K stars68 quality87 trustReviewedClaude Code22d 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: License is unclear

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

cvector-search

by RediSearchDetailsQuick view

Td Redis Operator

NEEDS REVIEW · 53TRUST · 72SAFE · EXPERIMENTALCODING

一款强大的云原生redis-operator，经过大规模生产级运行考验，支持分布式集群、支持主备切换等缓存集群解决方案…The powerful cloud-native redis-operator, which has passed the test of large-scale production-level operation…

$ npx skills add tongdun/td-redis-operator

451 stars37 quality72 trustExperimentalClaude Code3y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

gokubernetes

by tongdunDetailsQuick view

Redis Operator

NEEDS REVIEW · 49TRUST · 73SAFE · EXPERIMENTALCODING

Redis operator build a Highly Available Redis cluster with Sentinel atop Kubernetes

$ npx skills add ucloud/redis-operator

211 stars35 quality73 trustExperimentalClaude Code4y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

gokubernetes

by ucloudDetailsQuick view

Spring Redis Websocket

PROMISING · 62TRUST · 76SAFE · REVIEWEDCODING

Multi-instance Reactive WebSocket messaging Chat App demo using Spring Boot 3.x, Java 21 and Redis Pub/Sub

$ npx skills add RawSanj/spring-redis-websocket

200 stars39 quality76 trustReviewed with permission notesClaude Code7mo since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.

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 · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

javakubernetes

by RawSanjDetailsQuick view

Redis ArXiv Search

NEEDS REVIEW · 48TRUST · 74SAFE · EXPERIMENTALRESEARCH

Vector search demo with the arXiv paper dataset, RedisVL, HuggingFace, OpenAI, Cohere, FastAPI, React, and Redis.

$ npx skills add redis-developer/redis-arXiv-search

154 stars34 quality74 trustExperimentalClaude Code + OpenAI Agents1y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + OpenAI Agents · 4 targets

pythonresearch

by redis-developerDetailsQuick view

LLM Document Chat

NEEDS REVIEW · 47TRUST · 71SAFE · EXPERIMENTALRESEARCH

Using LlamaIndex, Redis, and OpenAI to chat with PDF documents. Supplementary material for blog post on Microsoft Developer Blog

$ npx skills add redis-developer/LLM-Document-Chat

113 stars33 quality71 trustExperimentalClaude Code + OpenAI Agents3y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + OpenAI Agents · 4 targets

jupyter-notebookrag

by redis-developerDetailsQuick view

ArXivChatGuru

STRONG · 79TRUST · 80SAFE · REVIEWEDRESEARCH

Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

$ npx skills add redis-developer/ArXivChatGuru

563 stars50 quality80 trustReviewed with permission notesClaude Code + OpenAI Agents4mo since pushSafe to try

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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + OpenAI Agents · 4 targets

pythonrag

by redis-developerDetailsQuick view

Interview Guide

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · VERIFIEDDATA

基于 Spring Boot 4.0 + Java 21 + Spring AI + PostgreSQL + pgvector + RustFS + Redis，实现简历智能分析、AI模拟面试、知识库RAG检索等核心功能。非常适合作为学习和简历项目，学习门槛低。

$ npx skills add Snailclimb/interview-guide

2.5K stars66 quality91 trustVerifiedClaude Code22d 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/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

javarag

by SnailclimbDetailsQuick view

Haipproxy

VERIFIEDSTRONG · 78TRUST · 84SAFE · REVIEWEDCODING

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

$ npx skills add SpiderClub/haipproxy

5.5K stars53 quality84 trustReviewed with permission notesClaude Code4y 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythoncrawler

by SpiderClubDetailsQuick view

FinSight AI

VERIFIEDEXCELLENT · 99TRUST · 89SAFE · VERIFIEDRESEARCH

AI equity research agent with resilient workflows, Redis Lua single-flight, pgvector RAG, versioned reports, evidence tracing, and RAG evaluation.

$ npx skills add juanjuandog/FinSight-AI

1.2K stars63 quality89 trustVerifiedClaude Code1mo 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/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

javarag

by juanjuandogDetailsQuick view

Rdm Builder

VERIFIEDEXCELLENT · 92TRUST · 86SAFE · REVIEWEDCODING

Redis Desktop Manager Builder

$ npx skills add FuckDoctors/rdm-builder

1.1K stars56 quality86 trustReviewedClaude Code5mo 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

github

by FuckDoctorsDetailsQuick view

Binance Deribit Btc

STRONG · 83TRUST · 82SAFE · REVIEWEDFINANCE

Binance and Deribit BTC cross-exchange arbitrage bot with Redis state recovery, Telegram alerts, and a Flask monitoring dashboard.

$ npx skills add beijingcao/binance-deribit-btc

372 stars52 quality82 trustReviewedClaude Code19d since pushSafe to try

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 gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Finance and quant · I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.

Claude Code + CLI · 4 targets

pythontrading-bot

by beijingcaoDetailsQuick view

Undermoon

PROMISING · 55TRUST · 71SAFE · EXPERIMENTALCODING

Mordern Redis Cluster solution for easy operation.

$ npx skills add doyoubi/undermoon

702 stars39 quality71 trustExperimentalClaude Code3y since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

rustkubernetes

by doyoubiDetailsQuick view

Educational RAG System

STRONG · 74TRUST · 76SAFE · REVIEWEDCODING

面向教育场景的RAG智能问答系统，融合关键词匹配与语义检索双引擎，融合MySQL和RAG技术，先经过MySQL数据库的检索(还融合了Redis辅助储存和搜索)，若无符合条件答案，则进入RAG系统，RAG知识库中的知识储存在Milvus向量数据库中

$ npx skills add Happy-Chen-CH/Educational_RAG_System

140 stars49 quality76 trustReviewed with permission notesClaude Code22d 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythonrag

by Happy-Chen-CHDetailsQuick 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.

Try the agent resolve API

AI Agent Skills Directory

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

Build the registry by domain, not just by count.

Coding and developer agents

Research and knowledge work

Presentation and deck workflows

Finance and quant workflows

Marketing and growth automation

Design and creative production

Data, BI, and analytics

Legal, policy, and compliance

Education and tutoring

Football and World Cup analytics

Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

Scrapy Redis

CachingFramework.Redis

RediSearch

Td Redis Operator

Redis Operator

Spring Redis Websocket

Redis ArXiv Search

LLM Document Chat

ArXivChatGuru

Interview Guide

Haipproxy

FinSight AI

Rdm Builder

Binance Deribit Btc

Undermoon

Educational RAG System