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Implements production-grade Kubernetes deployment strategies and optimizes cloud-native workload architectures for high availability.
Initializes and scaffolds new Keboola Python components using official cookiecutter templates and standardized project structures.
Automates the creation of standardized Claude Code plugins and skills following the official 2025 schema and best practices.
Manages AI reasoning depth, budget constraints, and performance metrics to optimize model efficiency and execution costs.
Implements robust Python testing strategies using pytest, mocking, and property-based testing to ensure production-grade code quality.
Transforms raw bookkeeping exports into actionable runway insights, budget variance reports, and burn rate trends.
Diagnoses and fixes failures in Keboola Python components using specialized MCP tools, logs, and local testing environments.
Eliminates flaky tests by replacing arbitrary timeouts with intelligent state polling and condition-based synchronization.
Manages Claude's session context through structured loading, saving, and reflection workflows to ensure continuity across tasks.
Automates the creation and configuration of Claude Code hooks for linting, formatting, and static analysis.
Standardizes how AI agents discover, reference, and compose skills using a progressive disclosure architecture.
Consults external LLMs like Gemini, OpenAI, and Qwen to provide second opinions, code reviews, and alternative implementation plans.
Pressure tests plans and strategies to identify critical gaps and structural flaws before they reach stakeholders.
Implements and audits the Context-Container-Component (C3) architecture methodology to maintain structural integrity and synchronized system documentation.
Orchestrates and governs development practices across multiple domains to ensure architectural consistency within Claude Code.
Streamlines the process of contributing custom Claude skills to upstream repositories using a standardized Git and GitHub CLI workflow.
Manages cross-cutting architectural patterns and conventions as authoritative constraints within the C3 design methodology.
Implements production-grade Kubernetes deployment strategies and workload patterns for resilient, cloud-native applications.
Translates PRDs and feature specifications into structured, actionable implementation plans with clear task breakdowns and validation gates.
Diagnoses and optimizes Claude Cortex environments by identifying configuration inconsistencies, redundancies, and system health issues.
Standardizes production release workflows using checklist-driven validation, versioning, and deployment readiness checks.
Facilitates structured architectural planning, API specification, and data modeling with built-in validation steps.
Generates museum-grade visual designs and artistic philosophies using meticulous spatial communication and minimalist principles.
Generates modular convention and guideline files for Claude Code to automate context injection and maintain project standards.
Enforces a rigorous, evidence-based analysis protocol for Subject Matter Expert agents to ensure high-confidence technical advice.
Implements high-performance asynchronous programming patterns using Python's asyncio and concurrent execution strategies.
Organizes software implementation into test-driven vertical slices that deliver demonstrable value in every development cycle.
Generates structured, defensible software development estimates using component breakdowns, risk assessments, and confidence intervals.
Generates specialized Claude Code subagent configurations with isolated contexts to streamline complex development workflows.
Standardizes the creation of robust AI skills through a Test-Driven Development approach to ensure agent compliance.
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