Get deployment health and replica status. Checks if deployment has desired replicas, available pods, and recent rollout status. Use to verify deployments are healthy. Keywords: deployment status, replica count, rollout, deployment health.
编排站点发布与回滚（创建job、查询进度、重试/取消、版本切换）。当用户要单页/全站发布、查看发布状态或回滚时调用。
版本發布整合工具，處理 worklog 檢查、文件更新、合併推送等完整流程。三步驟流程：Pre-flight 檢查 → Document Updates → Git Operations。支援 check / update-docs / release 子命令，包含 --dry-run 預覽模式。
One lifecycle for Lambda repos: choose a bd task, start work, land the PR, and watch GitHub via Dumbwaiter MCP until it merges.
CI/CD integration and automation frameworks for continuous AI security testing
Context-fresh development workflow with spec-driven phases. Prevents context rot by enforcing fresh contexts per task.
Use when executing implementation plans with independent tasks in the current session - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates
Use when you have a written implementation plan to execute - implements inline with subagent review gates for spec compliance and code quality
Perform and apply code reviews (UACRP + application protocol) and coordinate artifacts via mpcr.
GitHub Actions のワークフロー実行エラーを調査し、原因を特定して解決策を提案する。「Actions エラー」「ワークフロー失敗」「CI が落ちた」「ビルド失敗」「テスト失敗」「Actions を調べて」「CI のエラーを見て」などで起動。失敗したジョブのログを分析し、具体的な修正方法を提示。
Use when creating new spec or resuming incomplete spec - detects current phase, routes to appropriate phase skill (initialization, requirements, spec-writing, tasks-planning, verification), and manages phase transitions with validation checkpoints
Use when you have a spec or requirements for a multi-step task, before touching code
Multi-stage builds for optimized, minimal production images with build/runtime separation
Orchestrates Shannon's complete workflow: prime → spec → wave. Automates session preparation, specification analysis, and wave execution in one command. Interactive by default with validation gates, --auto for full automation, --plan-only for estimation. Use when: user provides complete task specification and wants end-to-end Shannon workflow.
Propose a safe rollout/migration plan with monitoring and rollback steps.
Activate emergency failsafe chassis when primary systems fail.
Fast-forward through OpenSpec artifact creation. Use when the user wants to quickly create all artifacts needed for implementation without stepping through each one individually.
**Docker/SSH 기반** 마이크로서비스 직접 배포. 로컬 빌드 → SSH 전송 → PM2 재시작. Use when: (1) ms-* 서비스 배포 (ms-notifier, ms-scheduler 등), (2) Docker 빌드/이미지 생성, (3) PM2 재시작/롤백, (4) SSH 접근 필요한 직접 배포. ⚠️ GitHub Actions/Milestone 기반 배포는 deployer 사용.
Deploy Docker containers to production with monitoring, logging, and health checks
