graceful-degradation-protocol
Execute graceful degradation when system constraints exceeded.
Execute graceful degradation when system constraints exceeded.
Human Autonomy Verification Protocol - validates that human orchestrators maintain functional independence from AI systems through scheduled blackout testing and multi-dimensional capability assessment.
Use when creating new skills, editing existing skills, or verifying skills work before deployment
统一部署管理接口,支持 Vercel、Cloudflare Pages/Workers、AWS Lambda 等平台。 提供一键部署、预览环境、回滚、环境变量管理、域名配置等功能。 让 Agent 系统快速上线。
Create or update an Action in app/Actions following JournalOS conventions (validation, logging, queues, tests).
Quality gate patterns including dart analysis, test coverage, build validation, and compliance checks
Comprehensive security testing automation for AI/ML systems with CI/CD integration
部署与运维专家,负责把通过 Reviewer 与 QA 门禁的构建安全、可回滚、可观测地部署到服务器(PM2 三进程 + Nginx 反代 + 宝塔)。遵循零停机部署、健康检查、回滚≤3分钟、发布后冒烟的工程基线。处理部署编排、配置管理、流量管理、监控告警。适用于收到 Deploy 部门任务卡或需要发布上线时使用。
Verify deployments on Hostinger VPS srv759970 after code changes. Checks HTTP status, PM2 processes, takes screenshots, and generates deployment reports.
Master Gradle - Kotlin DSL, task configuration, build optimization, caching
Deterministic mini Slack backup regression workflow (docker compose, plugin ensure, upload, early success counters, log scan). Use when changing importer/exporter logic or verifying end-to-end behavior.
Validate environment configuration files across local, staging, and production environments. Ensure required secrets, database URLs, API keys, and public variables are properly scoped and set. Use this skill when setting up environments, validating configuration, checking for missing secrets, auditing environment variables, ensuring proper scoping of public vs private vars, or troubleshooting environment issues. Trigger terms include env, environment variables, secrets, configuration, .env file, environment validation, missing variables, config check, NEXT_PUBLIC, env vars, database URL, API keys.
Build mithril-dedup for ML dataset deduplication. Use when implementing MinHash, LSH, clustering, or document I/O.
Implement tasks from plans with test-first approach, user-story-centric execution, and AC verification. Use proactively when executing implementation plans. Enforces quality gates, MVP-first delivery, and Article VII story-by-story implementation.
Validates PR code against Architecture Decision Records (ADRs). Uses oracle for deep analysis of implementation compliance. Use when asked to validate a PR against an ADR, check ADR compliance, or review implementation adherence to architectural decisions.
Detects the optimal way to run KrakenD (native binary vs Docker) and provides correct execution commands
Use to perform comprehensive test architecture review with quality gate decision. Creates both story updates and detailed gate files.
This skill should be used when switching between specs, after creating a new spec with "/spec-kit:specify", when the user says "switch to spec 002" or "work on feature X", or when resuming work on a different feature. Updates progress.yml with the current working specification.
Master orchestrator control for PR lifecycle management with multi-agent coordination
프로덕션 배포 게이트 확인. Use when: (1) 프로덕션 배포 가능 여부 확인, (2) 미완료 테스트 이슈 체크, (3) 배포 준비 상태 리포트.
Execute implementation plans in same session using fresh subagent per task + two-stage review (spec compliance, then code quality)