Java · For data scientists

AI 类文章和项目教程的撰写与重构优化。支持新写和重构优化（结合最新源码重写已有文章）两种输入模式，四种风格：安装教程、产品评测、面试八股、深度拆解。覆盖 AI Coding 工具实测、AI 开发框架应用、大模型测评、Agent/Skills/RAG 技术讲解，以及 JobClaw 等实战项目的教程。

itwanger/toBeBetterJavaer

Analyze recent GraalPy benchmark regressions on master as part of the weekly rota.

oracle/graalpython

Build and deploy all sample-bot zip files into the target folder.

robocode-dev/tank-royale

A skill your agent uses for code, build, and test changes in geogeometry to preserve multiplatform support, geospatial correctness, and strict no-new-dependencies policy.

jillesvangurp/geogeometry

Use QueryPlanSnapshotCli to capture and compare RDF4J query plans, then assess likely performance improvements/regressions from execution verification and semantic plan diffs.

eclipse-rdf4j/rdf4j

Create a new mob (custom entity) for a Minecraft Bedrock Edition add-on from a plain description, or change an existing one, including its health, attacks, AI behavior, taming, riding, drops, and…

Mojang/minecraft-creator-tools

Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains.

LeonChaoX/qinyan-academic-skills

Oracle Database guidance for SQL, PL/SQL, SQLcl, ORDS, Oracle Vector SDK, administration, app development, performance, security, migrations, and agent-safe database workflows.

oracle/skills

Supports geospatial research workflows for remote sensing, vector and raster GIS, spatial statistics, terrain and network analysis, and machine learning for Earth observation.

K-Dense-AI/scientific-agent-skills

Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java.

microsoft/skills

Writes Airflow task logic in Java, Kotlin, or any JVM language using the Airflow Java SDK.

astronomer/agents

A skill your agent uses when you need to generate a checklist document with Java system prompts from skills.xml, following the embedded section template and producing INVENTORY-SKILLS-JAVA.md.

jabrena/plinth

The language-neutral foundation for Airflow language SDKs — implement task logic in a non-Python language while the DAG stays in Python.

astronomer/agents

Generate a full-schema DDL script (CREATE TABLE + ALTER TABLE ADD COLUMN) into the project's tmp/ folder by temporarily enabling EclipseLink DDL generation, rebuilding, and redeploying the local app.

hmislk/hmis

Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains.

agent-skills-hub/agent-skills-hub

Configures Airflow to run language SDK tasks (Java, Go, and future native SDKs) — register a coordinator, map a queue to it, ensure the runtime/artifact on workers, and tune coordinator options.

astronomer/agents

Builds and deploys compiled Airflow Java SDK bundles so workers can run them.

astronomer/agents

A skill your agent uses when reviewing, designing, or modifying Java enterprise systems that expose, exchange, store, process, export, or port data across users, businesses, connected products…

jabrena/plinth

A skill your agent uses when reviewing, designing, or modifying Java enterprise software products, AI-enabled products, RAG assistants, AI agents, generated instructions, related services, automated…

jabrena/plinth

A skill your agent uses when reviewing, designing, or modifying Java enterprise systems that use GenAI, LLMs, AI-assisted coding, RAG, AI agents, generated code, generated dependencies, prompt…

jabrena/plinth

A skill your agent uses when reading from or writing to Neo4j with Apache Spark or Databricks using the Neo4j Connector for Apache Spark 6.0 (org.neo4j.connectors:spark) or 5.x…

neo4j-contrib/neo4j-skills

Troubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus.

microsoft/GitHub-Copilot-for-Azure

A skill your agent uses when you need to apply data-oriented programming best practices in Java — including separating code (behavior) from data structures using records, designing immutable data…

jabrena/plinth

Provides Retrieval-Augmented Generation (RAG) implementation patterns with LangChain4j for Java.

giuseppe-trisciuoglio/developer-kit

Provides Qdrant vector database integration patterns with LangChain4j.

giuseppe-trisciuoglio/developer-kit

Text preprocessing technique catalog: tokenization, normalization, stopwords, morphological analysis, embedding selection, and language-specific processing guides.

revfactory/harness-100

Upgrade Apache Spark applications between major versions (2.x→3.x, 3.x→4.x).

OpenHands/extensions

Python bridge to ImageJ2/Fiji for macros, plugins (Bio-Formats, TrackMate, Analyze Particles), NumPy↔ImagePlus/ImgLib2 exchange, and ImageJ Ops.

jaechang-hits/SciAgent-Skills

A skill your agent uses when publishing, unpublishing, replicating, or activating/deactivating content in AEM 6.5 LTS.

adobe/skills

[BETA] Implement custom AEM Workflow Java components on AEM 6.5 LTS.

adobe/skills

[BETA] Implement custom AEM Workflow Java components on AEM as a Cloud Service.

adobe/skills