Design and review goal-oriented agent loops to prevent runaway execution, token burning, and verification gaming.

Analyze a codebase and recommend tailored Claude Code automations across hooks, subagents, skills, and MCP servers.

Analyze GitHub Actions integration test runs, calculate skill invocation rates, and file failure issues.

Expert reference for building automated pipelines, testing strategies, deployment patterns, and DevOps workflows.

Design task-local harnesses, eval gates, and reusable skill extraction for adaptive agent workflows.

Guide your agent through GitHub pull requests, code reviews, issue management, and workflow automation.

Create and configure event-driven automation hooks for Claude Code plugins with prompt and command support.

Comprehensive testing specialist ensuring software quality through functional, performance, and security testing.

Conduct an evidence-based inventory and overlap audit of your workspace automations.

Architect marketing automation strategies including lead scoring, email sequences, and workflow triggers.

Define reliability targets, error budgets, monitoring rules, and automation scripts for production systems.

Best practices and workflows for writing Blender Python add-ons using the bpy API.