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Captures and records runtime telemetry, system state, and error logs for post-mortem analysis and system recovery in distributed or complex software environments.

Captures and manages telemetry data and system state for debugging and recovery purposes in distributed systems and complex software environments.

Manages Git workflows by implementing Conventional Commits standards, generating pull requests, and organizing code branches efficiently.

Enforces essential software development workflows like test-driven development (TDD), code verification, and creative problem-solving through automated brainstorming and validation techniques.

Correlates and analyzes logs across distributed systems to trace and diagnose complex system-wide issues and performance bottlenecks.

Generates comprehensive documentation, including API reference, tutorials, and Amazon-style technical memos for software projects.

Enables developers to create, test, and analyze Claude Code plugins by providing tools for skill development, plugin testing frameworks, and marketplace evaluation metrics.

Provides specialized development workflows and tooling for Python projects, including package management with uv, testing with pytest, web framework support for FastAPI and Django, and async progra...

Facilitates comprehensive code review workflows by enabling automated review requests, providing structured feedback analysis, and conducting security assessments of code changes.

Provides shell scripting best practices, guidance, and tools following the Google Shell Style Guide for writing clean, maintainable shell scripts.

Provides advanced test pattern recognition, anti-pattern detection, and intelligent condition-based waiting mechanisms for software testing workflows.

Manages project planning, execution, and branch management by coordinating subagents, creating worktrees, and facilitating systematic workflow progression and branch completion.