parallel-debugging
๐ฏSkillfrom wshobson/agents
A production-ready plugin system with 112 AI agents, 146 skills, 16 workflow orchestrators, and 79 development tools organized into 73 focused plugins for Claude Code.
Overview
Parallel-debugging is a skill from the wshobson/agents plugin collection that provides strategies for running multiple debugging processes simultaneously across AI agents in Claude Code. It is part of a comprehensive system of 112 specialized agents, 16 workflow orchestrators, and 146 skills organized into 73 focused plugins.
Key Features
- Parallel Debug Execution - Run multiple debugging investigations concurrently across different agents to diagnose issues faster
- Progressive Disclosure - Loads debugging knowledge only when activated, minimizing token usage and keeping context focused
- Multi-Agent Orchestration - Leverages the 16 workflow orchestrator system for coordinated debugging across complex codebases
- Granular Plugin Architecture - Installs only the specific debugging components needed without loading unnecessary resources
- Three-Tier Model Strategy - Uses Opus 4.5, Sonnet 4.5, and Haiku 4.5 to optimize debugging performance based on complexity
Who is this for?
This skill is designed for developers dealing with complex bugs that require investigating multiple hypotheses or code paths simultaneously. It is particularly valuable for teams working on large codebases where serial debugging is too slow and parallel investigation can significantly reduce resolution time.
Same repository
wshobson/agents(234 items)
Installation
npx vibeindex add wshobson/agents --skill parallel-debuggingnpx skills add wshobson/agents --skill parallel-debugging~/.claude/skills/parallel-debugging/SKILL.mdSKILL.md
More from this repository10
The data-validation-suite plugin is part of the wshobson/agents marketplace for Claude Code. It falls under the Data category, which includes two data-focused plugins: data engineering and data validation.
The ui-design plugin is part of the wshobson/agents marketplace for Claude Code, providing specialized AI agents for UI/UX design assistance within development workflows.
A Claude Code plugin from the wshobson/agents marketplace for deployment validation, providing specialized AI agents and tools to ensure reliable production deployments within a 73-plugin ecosystem.
Shell Scripting is a Claude Code plugin from the wshobson/agents marketplace that provides AI-powered assistance for writing and maintaining shell scripts.
An MLOps plugin from the wshobson/agents ecosystem providing Claude Code with specialized agents and skills for ML pipeline management, model deployment, experiment tracking, and production monitoring.
A Claude Code plugin with specialized AI agents for accessibility compliance auditing, WCAG standards verification, and remediation guidance in web and mobile applications.
The reverse-engineering plugin is part of the wshobson/agents marketplace for Claude Code, providing specialized AI agents for code analysis, binary examination, and system reverse engineering tasks.
A Claude Code plugin for CI/CD automation with 4 specialized skills covering pipeline design, GitHub Actions, GitLab CI, and secrets management, part of the wshobson/agents marketplace.
The functional-programming plugin is part of the wshobson/agents marketplace for Claude Code. It falls under the Languages category, which includes seven language-focused plugins covering Python, JavaScript/TypeScript, systems programming, JVM, sc...
Comprehensive Review is a Claude Code plugin from the wshobson/agents marketplace that provides multi-perspective code analysis covering architecture, security, and best practices.