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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Run the full build-and-deploy.yaml workflow locally via act + Docker. | chewiebug/ | 4.6k | — | ~2.4k | Automated safety check: Notes | Unknown | 3 mo ago |
| 2 | Run a repeatable RDF4J performance loop against one JMH benchmark in Docker with Linux Java 26 and JFR CPU-time profiling. | eclipse-rdf4j/ | 420 | — | ~945 | Automated safety check: Pass | BSD-3-Clause | today |
| 3 | Write a new library instrumentation end-to-end. An agent skill from DataDog/dd-trace-java. | DataDog/ | 736 | — | ~3.7k | Automated safety check: Notes | Apache-2.0 | today |
| 4 | Starts, rebuilds, and troubleshoots the Opik local dev stack, including an optional Comet Platform integration mode for the Opik team. | comet-ml/ | 22k | — | ~734 | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Documents how TrueLicense is published to Maven Central from a version tag, the plugin constraints behind it and how to rehearse a release locally. | christian-schlichtherle/ | 400 | — | ~846 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6 | Guide a new contributor through the rundeck OSS repo. An agent skill from rundeck/rundeck. | rundeck/ | 6.3k | — | ~848 | Automated safety check: Pass | Apache-2.0 | today |
| 7 | Check Docker Hub for a new :latest image on a managed service and roll it out to the home Pi k8s cluster, the same way authentication-service was deployed on 2026-08-29 (SSH + kubectl rollout… | rodrigorodrigues/ | 187 | — | ~1.6k | Automated safety check: Pass | No licence | 19 days ago |
| 8 | 8.Go Idiomatic Go - package and interface design, error wrapping, table-driven tests, generics, the modern standard library (slices/maps/cmp/errors.Join), current syntax, and logging discipline. | inference-gateway/ | 214 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | Diagnose and resolve dd-trace-java CI failures from a module's muzzle task or the runMuzzle aggregate. | DataDog/ | 736 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | Run or debug the coastline rendering test (CoastlineRenderingTester / utilities.sh test-coastline-rendering) that compares locally rendered tiles against tile.osmand.net and reports water mask… | osmandapp/ | 116 | — | ~2.5k | Automated safety check: Pass | Unknown | today |
| 11 | Java logging best practices with SLF4J, structured logging (JSON), and MDC for request tracing. | decebals/ | 751 | 1 repo | ~3.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 12 | Run the Restate SDK conformance test suite locally against this SDK's Docker image. | restatedev/ | 125 | — | ~745 | Automated safety check: Pass | MIT | 2 days ago |
| 13 | Generate, build, and test Azure SDKs locally from TypeSpec with automatic customization. | Azure/ | 121 | — | ~1.5k | Automated safety check: Pass | MIT | 4 mo ago |
| 14 | 14.Release A2a Guide maintainers through the multi-step release process — version bump, CI verification, tagging, Maven Central deployment, SNAPSHOT bump, and versioned documentation. | a2aproject/ | 504 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 15 | Diagnose, troubleshoot, and advise on any Qdrant deployment by loading the latest official Qdrant skills live from skills.qdrant.tech. | qdrant/ | 253 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 16 | Diagnose and fix scope or continuation lifecycle failures in dd-trace-java instrumentation tests. | DataDog/ | 736 | — | ~1.6k | Automated safety check: Notes | Apache-2.0 | today |
| 17 | Learn which toolchains and environments this workstation has and how to invoke them, or set them up when they are missing. | epam/ | 162 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | Patterns for creating and modifying Quarkus @BuildStep methods, build items, and recorders in extension deployment modules. | quarkusio/ | 16k | — | ~880 | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Build, configure, scaffold, and deploy OCI Functions from a local machine using a dependency-first, Fn-context-guided flow with argv-safe mutation execution, nonce-scoped confirmations, and a… | oracle/ | 873 | — | ~4.6k | Automated safety check: Pass | UPL-1.0 | yesterday |
| 20 | 20.Create Code Generate Java/Groovy/TypeScript code following Rundeck development standards. | rundeck/ | 6.3k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | How to add a Dev UI page to a Quarkus extension: deployment processors, runtime-dev JSON-RPC services, and Lit web components. | quarkusio/ | 16k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 22 | Migrate a Testcontainers guide from testcontainers.com into the Docker docs site (docs.docker.com). | docker/ | 4.7k | — | ~5k | Automated safety check: Pass | Apache-2.0 | today |
| 23 | 3rd-party test and monitor result ingestion into Dynatrace Grail via the platform events ingest API (platform/ingest/custom/events/). | Dynatrace/ | 161 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 24 | Azure App Configuration SDK for Java. An agent skill from microsoft/skills. | microsoft/ | 3.1k | 6 repos | ~3.5k | Automated safety check: Pass | MIT | yesterday |
| 25 | Azure Batch SDK for Java. An agent skill from microsoft/skills. | microsoft/ | 3.1k | 6 repos | ~3k | Automated safety check: Pass | MIT | yesterday |
| 26 | Azure Monitor Ingestion SDK for Java. An agent skill from microsoft/skills. | microsoft/ | 3.1k | 6 repos | ~2k | Automated safety check: Pass | MIT | yesterday |
| 27 | Azure Monitor OpenTelemetry Exporter for Java. An agent skill from microsoft/skills. | microsoft/ | 3.1k | 6 repos | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 28 | Azure Identity library for Java authentication with Azure services. | microsoft/ | 3.1k | 5 repos | ~2.7k | Automated safety check: Pass | MIT | yesterday |
| 29 | Azure Key Vault Secrets Java SDK for secret management. An agent skill from microsoft/skills. | microsoft/ | 3.1k | 5 repos | ~3.1k | Automated safety check: Pass | MIT | yesterday |
| 30 | Service performance monitoring with RED metrics (Rate, Errors, Duration) and runtime-specific telemetry for Java, .NET, Node.js, Python, PHP, and Go. | Dynatrace/ | 161 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 31 | Assess whether a web application and its build and runtime plan fit a low-cost Linux VPS or Alibaba Cloud ECS before purchase, implementation, or deployment. | FAIRY123456789/ | 103 | — | ~1k | Automated safety check: Pass | MIT | 8 days ago |
| 32 | Use IntelliJ EEL APIs for process execution, paths, WSL, or Docker. | JetBrains/ | 21k | — | ~504 | Automated safety check: Pass | Unknown | today |
| 33 | Set up a modded Minecraft server from a CurseForge/Modrinth server pack zip. | RedWoodOG/ | 177 | 5 repos | ~1.7k | Automated safety check: Notes | No licence | 4 mo ago |
| 34 | This skill provides comprehensive guidance for SAP Business Application Studio (BAS), the cloud-based IDE on SAP BTP built on Code-OSS. | secondsky/ | 462 | — | ~2.7k | Automated safety check: Pass | GPL-3.0 | 3 days ago |
| 35 | 35.Sca Trivy Software Composition Analysis (SCA) and container vulnerability scanning using Aqua Trivy for identifying CVE vulnerabilities in dependencies, container images, IaC misconfigurations, and license… | AgentSecOps/ | 220 | 2 repos | ~3.7k | Automated safety check: Pass | Unknown | 5 mo ago |
| 36 | Writing optimized, secure, multi-stage Dockerfiles with language-specific patterns (Python, Node.js, Go, Rust), BuildKit features, and distroless images. | ancoleman/ | 526 | — | ~3.2k | Automated safety check: Notes | MIT | 10 mo ago |
| 37 | Creates Cloud Storage on Google Cloud (also known colloquially as GCS) buckets. | google/ | 21k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 38 | Set up, operate, tune, and troubleshoot Minecraft Java 26.x and legacy 1.21.x servers across Paper, Purpur, Folia, Velocity, Fabric, and NeoForge. | Jahrome907/ | 166 | — | ~3.7k | Automated safety check: Pass | MIT | 25 days ago |
| 39 | A skill your agent uses when reviewing, designing, or modifying Java enterprise systems that may support financial entities, critical ICT services, third-party ICT provider integrations, or… | jabrena/ | 446 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 40 | Develops business applications on SAP Business Technology Platform (BTP) using CAP (Node.js/Java) or ABAP Cloud. | secondsky/ | 462 | — | ~4.4k | Automated safety check: Pass | GPL-3.0 | 3 days ago |
| 41 | Builds and deploys compiled Airflow Java SDK bundles so workers can run them. | astronomer/ | 451 | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | today |
| 42 | Instrument any app with OpenTelemetry and ship metrics / logs / traces to Grafana Cloud or self-hosted Mimir / Loki / Tempo / Pyroscope. | grafana/ | 279 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 43 | Continuously profile applications with Grafana Pyroscope and read the result as flame graphs. | grafana/ | 279 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 44 | 44.Cdk Patterns Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. | aiskillstore/ | 430 | 3 repos | ~736 | Automated safety check: Pass | No licence | today |
| 45 | 45.Log Analyzer 全维度日志分析技能。自动识别日志类型(Java应用/MySQL Binlog/Nginx/Trace/告警),提取关键实体(IP、threadid、traceid、用户、表名等),进行根因定位、告警分析、异常洞察。支持100M+大文件。触发词:分析日志、日志排查、根因定位、告警分析、异常分析。 | zrt-ai-lab/ | 287 | — | ~596 | Automated safety check: Pass | No licence | 2 mo ago |
| 46 | Assess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in source code. | microsoft/ | 255 | 1 repo | ~1.5k | Automated safety check: Pass | MIT | today |
| 47 | Provides AWS RDS (Relational Database Service) management patterns using AWS SDK for Java 2.x. | giuseppe-trisciuoglio/ | 355 | 1 repo | ~2.2k | Automated safety check: Notes | MIT | 28 days ago |
| 48 | Create, generate, or scaffold Makefiles with .PHONY targets and build automation. | akin-ozer/ | 319 | — | ~5.5k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |