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ci-cd-and-automation
【部署与运维】Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.
ci-cd-and-automation
【部署与运维】Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.
github-actions-advanced
【设计与创意】Design, debug, and harden GitHub Actions CI/CD workflows, including reusable workflows, matrix builds, self-hosted runners, OIDC authentication, caching, environments, secrets, and release automation.
gitlab-ci
【部署与运维】Configure GitLab CI/CD pipelines and runners for automated building, testing, and deployment.
senior-qa
【开发与工程】Generates unit tests, integration tests, and E2E tests for React/Next.js applications. Scans components to create Jest + React Testing Library test stubs, analyzes Istanbul/LCOV coverage reports to surface gaps, scaffolds Playwright test files from Next.js routes, mocks API calls with MSW, creates test fixtures, and configures test runners. Use when …
backend-async-processing
【效率与协作】Implement backend async and background processing patterns — event-driven architectures, message queues, async task runners, and worker pools.
github-actions
【部署与运维】Build, test, and deploy applications using GitHub Actions workflows. Create CI/CD pipelines, configure runners, manage secrets, and automate software delivery. Use when working with GitHub repositories, automating builds, running tests, or deploying applications.
gitlab-ci
【部署与运维】Configure GitLab CI/CD pipelines and runners for automated building, testing, and deployment. Create .gitlab-ci.yml configurations, manage runners, and implement DevOps workflows. Use when working with GitLab repositories or self-hosted GitLab instances.
apache-beam-unified-batch-and-stream
【设计与创意】Guides agents through Apache Beam pipelines that unify batch and streaming logic. Use when designing Beam transforms, windowing, runners, replay behavior, or portability across execution backends.
automation-scripts
【效率与协作】Build automation, task runners, and scripting tools
audit-cicd
【开发与工程】Audit GitHub Actions CI/CD for cost, speed, and safety. Use when the Actions bill or minutes are high, runners cost too much, CI is slow, cache storage grows, or "CI/CD / workflow audit". Bypass or ratchet gaming → audit-gate-logic.
github-actions
【开发与工程】Create and configure GitHub Actions. Use when building custom actions, setting up runners, implementing security practices, or publishing to the marketplace.
github-actions-docs
【文档与办公】Use when users ask how to write, explain, customize, migrate, secure, or troubleshoot GitHub Actions workflows, workflow syntax, triggers, matrices, runners, reusable workflows, artifacts, caching, secrets, OIDC, deployments, custom actions, or Actions Runner Controller, especially when they need official GitHub documentation, exact links, or docs-gr…
github-actions-docs
【文档与办公】Use when users ask how to write, explain, customize, migrate, secure, or troubleshoot GitHub Actions workflows, workflow syntax, triggers, matrices, runners, reusable workflows, artifacts, caching, secrets, OIDC, deployments, custom actions, or Actions Runner Controller, especially when they need official GitHub documentation, exact links, or docs-gr…
sensei
【开发与工程】**WORKFLOW SKILL** — Iteratively improve skill frontmatter compliance using the Ralph loop pattern. WHEN: "run sensei", "sensei help", "improve skill", "fix frontmatter", "skill compliance", "frontmatter audit", "score skill", "check skill tokens". INVOKES: token counting tools, test runners, git commands. FOR SINGLE OPERATIONS: use token CLI directl…
gitlab-ci-patterns
【部署与运维】Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and deployment.
Running
【效率与协作】Training principles, pacing strategy, injury prevention, and race preparation for runners.
analyzing-own-ads
【数据与研究】Audits the ads a company is running itself — what's live now, what it has already stopped, and which have run longest. Watches the video ads and reads the image ads with a vision model, then maps what the account already covers — the angles, hooks, formats and offers — what was dropped and how fast, and which long-runners have nothing newer beside th…