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 719 ranked candidates matching "jvm"

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

Openrndr

STRONG · 82TRUST · 81SAFE · REVIEWEDPRESENTATION

OPENRNDR. A Kotlin/JVM library for creative coding, real-time and interactive graphics

$ npx skills add openrndr/openrndr

971 stars55 quality81 trustReviewedClaude Code30d 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: License is unclear

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

Scenario Design and creative · I need my agent to produce design assets, UI directions, presentations, or creative media workflows.

Claude Code + CLI · 4 targets

kotlincreative-coding

by openrndrDetailsQuick view

Java Slack Sdk

EXCELLENT · 85TRUST · 81SAFE · REVIEWEDCODING

Slack Developer Kit (including Bolt for Java) for any JVM language

$ npx skills add slackapi/java-slack-sdk

601 stars53 quality81 trustReviewedClaude Code12d 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: Quality score needs review

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

javachatbot

by slackapiDetailsQuick view

Redpanda

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Redpanda is a streaming data platform for developers. Kafka API compatible. 10x faster. No ZooKeeper. No JVM!

$ npx skills add redpanda-data/redpanda

12.2K stars72 quality88 trustReviewedClaude Code21d 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

c++kubernetes

by redpanda-dataDetailsQuick view

EsProc

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDDATA

esProc SPL is a JVM-based programming language designed for structured data computation, serving as both a data analysis tool and an embedded computing engine.

$ npx skills add SPLWare/esProc

4.7K stars67 quality89 trustReviewedClaude Code20d 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 gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Database and SQL · I need my agent to inspect database schemas, write SQL, and explain query results.

Claude Code + CLI · 4 targets

javasql

by SPLWareDetailsQuick view

Embabel Agent

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/

$ npx skills add embabel/embabel-agent

3.7K stars67 quality90 trustReviewedClaude Code20d 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

kotlinllm

by embabelDetailsQuick view

Mianshiya

VERIFIEDEXCELLENT · 99TRUST · 89SAFE · VERIFIEDCODING

持续维护的企业面试题库网站，帮你拿到满意 offer！⭐️ 2026年最新Java面试题、前端面试题、AI大模型面试题、AI Agent面试题、RAG面试题、C++面试题、Go面试题、Python面试题、测试面试题、运维面试题、后端面试题、操作系统面试题、计算机网络面试题、Redis面试题、MySQL数据库面试题、算法面试题、Sprin…

$ npx skills add liyupi/mianshiya

5.6K stars61 quality89 trustVerifiedClaude 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/…

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

Scenario Database and SQL · I need my agent to inspect database schemas, write SQL, and explain query results.

Claude Code + CLI · 4 targets

typescriptai-agents

by liyupiDetailsQuick view

Jar Analyzer

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · VERIFIEDCODING

Jar Analyzer - 一个 JAR 包 GUI 分析工具，内置 AI 助手协助分析，支持 JAR DIFF 分析，方法调用关系搜索，方法调用链 DFS 算法分析，模拟 JVM 的污点分析验证 DFS 结果，字符串搜索，Java Web 组件入口分析，CFG 程序分析，JVM 栈帧分析，自定义表达式搜索等

$ npx skills add jar-analyzer/jar-analyzer

2.1K stars65 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

javastatic-analysis

by jar-analyzerDetailsQuick view

Jdbi

VERIFIEDEXCELLENT · 99TRUST · 88SAFE · REVIEWEDDATA

The Jdbi library provides convenient, idiomatic access to relational databases in Java and other JVM technologies such as Kotlin, Clojure or Scala.

$ npx skills add jdbi/jdbi

2.1K stars62 quality88 trustReviewedClaude 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 gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Database and SQL · I need my agent to inspect database schemas, write SQL, and explain query results.

Claude Code + CLI · 4 targets

javasql

by jdbiDetailsQuick view

Dataframe

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · VERIFIEDDATA

Kotlin DataFrame: typesafe in-memory structured data processing for JVM

$ npx skills add Kotlin/dataframe

1.0K stars63 quality89 trustVerifiedClaude Code25d 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 Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

Claude Code + CLI · 4 targets

kotlindata-analysis

by KotlinDetailsQuick view

Openhtmltopdf

VERIFIEDPROMISING · 69TRUST · 78SAFE · EXPERIMENTALRESEARCH

An HTML to PDF library for the JVM. Based on Flying Saucer and Apache PDF-BOX 2. With SVG image support. Now also with accessible PDF support (WCAG, Section 508, PDF/UA)!

$ npx skills add danfickle/openhtmltopdf

2.2K stars50 quality78 trustExperimentalClaude Code2y 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: License is unclear

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

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + CLI · 4 targets

javapdf

by danfickleDetailsQuick view

Conduit

EXCELLENT · 85TRUST · 84SAFE · REVIEWEDDATA

Conduit streams data between data stores. Kafka Connect replacement. No JVM required.

$ npx skills add ConduitIO/conduit

600 stars53 quality84 trustReviewedClaude Code24d 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: Quality score needs review

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

Scenario Workflow automation · I need my agent to automate a repeated workflow across tools and files.

Claude Code + CLI · 4 targets

godata-pipeline

by ConduitIODetailsQuick view

Philadelphia

STRONG · 83TRUST · 80SAFE · REVIEWEDFINANCE

Fast FIX protocol library for the JVM

$ npx skills add paritytrading/philadelphia

343 stars51 quality80 trustReviewedClaude Code18d 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

javafinance

by paritytradingDetailsQuick view

Stove

STRONG · 82TRUST · 82SAFE · REVIEWEDCODING

Stove: The easiest way of writing e2e/component tests for your JVM back-end app with Kotlin

$ npx skills add Trendyol/stove

309 stars51 quality82 trustReviewedClaude Code22d 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 Testing and QA · I need my agent to test a web app, reproduce bugs, and verify fixes.

Claude Code + CLI · 4 targets

kotlintesting

by TrendyolDetailsQuick view

Llamatik

STRONG · 79TRUST · 82SAFE · REVIEWEDRESEARCH

True on-device AI for Kotlin Multiplatform (Android, iOS, Desktop, JVM, WASM). LLM, Speech-to-Text and Image Generation — powered by llama.cpp, whisper.cpp and stable-di…

$ npx skills add ferranpons/Llamatik

151 stars49 quality82 trustReviewedClaude Code21d 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

kotlinrag

by ferranponsDetailsQuick view

Nassau

STRONG · 77TRUST · 80SAFE · REVIEWEDFINANCE

Fast Nasdaq transport protocol library for the JVM

$ npx skills add paritytrading/nassau

106 stars48 quality80 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

javatrading

by paritytradingDetailsQuick view

ByteCodeDL

NEEDS REVIEW · 52TRUST · 67SAFE · EXPERIMENTALCODING

A declarative static analysis tool for jvm bytecode based Datalog like CodeQL

$ npx skills add BytecodeDL/ByteCodeDL

342 stars36 quality67 trustExperimentalClaude Code3y 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

shellsast

by BytecodeDLDetailsQuick 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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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

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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.

Openrndr

Java Slack Sdk

Redpanda

EsProc

Embabel Agent

Mianshiya

Jar Analyzer

Jdbi

Dataframe

Openhtmltopdf

Conduit

Philadelphia

Stove

Llamatik

Nassau

ByteCodeDL