Parallel Task Dispatcher

About

The Parallel Task Dispatcher provides a rigorous decision framework for Claude to manage complex workflows involving multiple tasks or failures. By evaluating task independence and potential file-system overlaps, it ensures that subagents are only parallelized when it is safe to do so, preventing race conditions and resource conflicts. This skill includes standardized dispatch templates and a post-execution merge protocol, making it an essential tool for high-efficiency orchestration in large-scale codebases.

Key Features

• File-level isolation checks to prevent concurrent write conflicts
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• Automated deviation logging for improper parallelization attempts
• Standardized subagent dispatch contracts with success criteria
• Intelligent decision logic for parallel vs. sequential execution
• Post-parallel merge protocol for output verification

Use Cases

• Updating documentation across different modules simultaneously
• Fixing multiple independent test failures across separate subsystems
• Implementing unrelated feature enhancements in isolated files