AI Agent Skills

Use when building cloud-native apps. Keywords: kubernetes, k8s, docker, container, grpc, tonic, microservice, service mesh, observability, tracing, metrics, health check…

CI/CD pipeline design. GitHub Actions, GitLab CI, CircleCI, Jenkins, stage optimization, caching strategies, artifact management, matrix builds, pipeline templating.

Tools and guidance for deploying DataRobot models, managing deployments, configuring prediction environments, and deployment operations. Use when deploying models, creat…

Create or update a living ARCHITECTURE.md for a codebase. Use when the user wants to write, refresh, restructure, or maintain an architecture document; document how the…

Use when planning deployments, build commands, environment checks, CI/CD, release steps, smoke tests, rollback, and monitoring. Dry-run first; do not deploy to productio…

Use when a task needs a rendered interface observed, a browser driven, or a desktop application operated — post-deploy UI acceptance, checking whether a page renders as…

Deploy the project to production. Only user-invocable — never auto-trigger.

Work with GitHub Actions, GitLab CI, and deployment pipelines - inspect runs, fix workflows, and gate releases. Use gh when available for Actions.

Guide for using the Pinecone CLI (pc) to manage Pinecone resources from the terminal. The CLI supports ALL index types (standard, integrated, sparse) and all vector oper…

Progressive-disclosure operational-safety-depth modules for the work-loop. Holds failure-mode-keyed checklists the quality-engineer reviewer reasons from (state-and-idem…

Use for ANY task involving Ultralytics Platform, the ultralytics Python package, yolo CLI, YOLO model weights (.pt), dataset annotation, training, validation, prediction…

Use this skill to author and validate DMN (Decision Model and Notation) decisions for Camunda 8 — decision tables and literal expressions inside a Decision Requirements…

This skill handles SAP S/4HANA Cloud Public Edition tasks including Clean Core principles, Key User Extensibility (Custom Logic, Custom Fields, Custom CDS Views, Custom…

Skill thiết kế và scaffold automation framework hoàn chỉnh cho Playwright, Selenium, và Appium — bao gồm project structure, base classes, config management, reporting, v…

Architect, implement, deploy, upgrade, and troubleshoot Apache Flink stream processing jobs. Use for Flink SQL, Table API, or DataStream implementation, 1.x to 2.x migra…

Design, deploy, and operate Apache Fluss streaming storage for sub-second real-time analytics. Use for Fluss log or primary-key table design, bucket sizing, tiering to P…