Pre-deployment checks, configuration validation, and deployment readiness assessment
Uses power tools
Uses Bash, Write, or Edit tools
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npx claudepluginhub p/williamsmiths-deployment-validation-plugins-deployment-validationDatabase query optimization, cloud cost optimization, and scalability improvements
Test-driven development methodology with red-green-refactor cycles and code review
Documentation generation, code explanation, and technical writing with automated doc generation and tutorial creation
Application profiling, performance optimization, and observability for frontend and backend systems
Context persistence, restoration, and long-running conversation management
Upstash Context7 MCP server for up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your LLM context.
Comprehensive PR review agents specializing in comments, tests, error handling, type design, code quality, and code simplification
Comprehensive feature development workflow with specialized agents for codebase exploration, architecture design, and quality review
Consult multiple AI coding agents (Gemini, OpenAI, Grok, Perplexity, plus codex and antigravity CLIs when installed) to get diverse perspectives on coding problems
Comprehensive startup business analysis with market sizing (TAM/SAM/SOM), financial modeling, team planning, and strategic research
v9.52.0 - Reliability wave: tangle contextual review correction loop with hard round ceiling, progress-supervised review rounds (per-agent stall watch, descendant-tree kills), council diversity and agy pin fixes, marketplace generator source-of-truth fix, provider troubleshooting runbook and cost-expectations docs. Run /octo:setup.