Grafana or CloudWatch dashboard definitions

Validate NIST SP 800-53 control implementation with evidence mapping, gap analysis, automated testing, and compliance reporting across 20 control families.

Use when user needs LLM system architecture, model deployment, optimization strategies, and production serving infrastructure. Designs scalable large language model applications with focus on...

Apply structured logging best practices using Pino for Node.js applications: JSON output, log levels, context, redaction, correlation IDs, and centralization. Use when implementing logging,...

Verify compliance with OWASP Top 10 2021 security standards. Use when

Review error handling, input validation, and exception patterns using 24-item checklist. Use when auditing defensive code, designing barricades, choosing assertion vs error handling, or deciding...

Design zero-trust architectures with identity-centric security, micro-segmentation, continuous verification, and CISA ZTMM maturity assessment.

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Schema compatibility and breaking change analysis

Manage ML model lifecycle from development to deployment with experiment tracking, versioning, monitoring, and automated retraining workflows.

Expert in secure mobile coding practices specializing in input

Expert in secure mobile coding practices specializing in input

Expert in secure mobile coding practices specializing in input

Expert in secure mobile coding practices specializing in input

障害発生時の初動対応、影響範囲特定、復旧手順策定、ポストモーテム作成。インシデント対応・障害復旧が必要な時に使用。コードは書かない（修正はBuilderに委譲）。

DevSecOps skill for security automation, vulnerability management, secure CI/CD pipelines, container security, secrets management, compliance, and security testing. Use when implementing security...

Security analysis, vulnerability assessment, and security code reviews

Evaluate code quality across 8+ languages using language-agnostic principles and language-specific best practices.

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Contrast ratios for text, focus indicators, UI components