rollout-and-kill-switch
Comprehensive guide to safe agent deployment strategies including canary releases, feature flags, kill switches, and automated rollback mechanisms
Discover Testing & security skills, compare source repositories and read the instructions for each workflow.
Comprehensive guide to safe agent deployment strategies including canary releases, feature flags, kill switches, and automated rollback mechanisms
Data contracts สำหรับกำหนด schema, quality expectations และ SLAs ระหว่าง data producers และ consumers
Standardized development environment configuration including tools, IDE settings, and automation for consistent developer experience.
Event-driven design conventions: event envelope, naming, versioning, schema evolution rules, idempotency, ordering/partitioning, retry and dead-letter handling
Checklist สำหรับตรวจสอบและกำจัด bloat ใน context, prompt, และ response เพื่อลด token cost และเพิ่ม signal-to-noise ratio
Implementing error boundaries for graceful error handling and improved user experience in React applications.
Conventions for service configuration and environment variables: naming, precedence, validation at startup, secrets handling, environment detection, and documentation patterns
Identifying, assessing, and mitigating risks associated with the use of machine learning models in business processes.
Comprehensive guide to evaluating Retrieval-Augmented Generation systems including retrieval metrics, generation quality, faithfulness, and end-to-end evaluation frameworks
Identifying, measuring, and mitigating algorithmic bias to ensure equitable outcomes in AI systems.
Strategies for reducing cloud storage costs and minimizing expensive data transfer (egress) fees.
Clear escalation procedures and paths for incident response
Comprehensive guide to sandboxing AI agents including code execution isolation, resource limits, security boundaries, and safe tool execution
Comprehensive guide to ELT (Extract, Load, Transform) modeling patterns, dimensional modeling, fact and dimension tables, and data warehouse design
Generator สำหรับสร้าง event schemas, types, validators และ documentation สำหรับ event-driven architecture
Procedures and playbooks for responding to data quality incidents, data loss, corruption, and pipeline failures.
Comprehensive guide to defining and managing cross-team interfaces including APIs, events, data schemas, and process contracts for independent team operation
See the main Data Freshness and Latency skill for comprehensive coverage of freshness monitoring and SLO tracking.
Comprehensive guide to implementing Single Sign-On with SAML 2.0 and OpenID Connect for enterprise authentication
Gates สำหรับตรวจจับ performance regression ผ่าน benchmarks, bundle size, และ load time monitoring
Convert Google Stitch exports (HTML/Images) into project-specific React pages and design similar layouts.
Interactive skill for adapting BMAD path references and enhancing skill content. Reviews skills for {project-root} references and prompts for handling choices.
Bootstrap and install BMAD-METHOD skills for Claude Code, Cursor, Antigravity, and other tools.
Task execution with learning
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