ml-engineer
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Build production ML systems with PyTorch 2.x, TensorFlow, and
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Use when working with comprehensive review full review
Use when working with comprehensive review full review
Use when working with comprehensive review full review
Use when working with comprehensive review full review
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Expert hybrid cloud architect specializing in complex multi-cloud
Expert hybrid cloud architect specializing in complex multi-cloud
Expert hybrid cloud architect specializing in complex multi-cloud
Expert hybrid cloud architect specializing in complex multi-cloud
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dev
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Extreme lightweight end-to-end development workflow with requirements clarification, intelligent backend selection, parallel codeagent execution, and mandatory 90% test coverage
Iterative Loop
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Implement continuous AI iteration loops for complex development tasks. Use when building features requiring test-driven refinement, implementing tasks with clear success criteria, or automating...
agent_orchestration
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Transform clarified user requests into structured delegation prompts optimized for specialist agents (cto-architect, strategic-cto-mentor, cv-ml-architect). Use after clarification is complete,...
planning
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Generate comprehensive plans for new features by exploring the codebase, synthesizing approaches, validating with spikes, and decomposing into beads. Use when asked to plan a feature, create a...
agent_orchestration
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Transform clarified user requests into structured delegation prompts optimized for specialist agents (cto-architect, strategic-cto-mentor, cv-ml-architect). Use after clarification is complete,...
Analyzes Claude Code changelog, reviews your current agents/skills setup, and recommends improvements based on new features. Use when asked to "optimize claude setup", "check for claude updates",...
mcp
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Model Context Protocol (MCP) server development and tool management. Languages: Python, TypeScript. Capabilities: build MCP servers, integrate external APIs, discover/execute MCP tools, manage...
Generate and validate Kubernetes YAML manifests with best practices for Deployments, Services, ConfigMaps, and security policies.
groom
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