How does the skill handle shared resources like databases?

The decision framework automatically defaults to sequential execution if tasks share root causes or access common resources to prevent race conditions and API limit issues.

Can this skill help with multiple test failures?

Yes, it is specifically designed to analyze test failures; if failures are in different files with different functionality, it will dispatch parallel agents to fix them.

When is it safe to parallelize tasks with this skill?

Parallelization is safe when tasks are independent, meaning fixing one doesn't affect the others, and they do not attempt to edit the same files or access shared resources.

What is included in the Parallel Dispatch Contract?

Each contract specifies an isolated scope, list of files to edit, read-only files, independent success criteria, and a requirement for a post-merge review.

What happens after parallel tasks are completed?

The skill triggers a Post-Parallel Merge Protocol which collects outputs, checks for line-level conflicts, verifies each change independently, and then runs the full test suite.

Parallel Task Dispatcher

Name: Parallel Task Dispatcher
Author: BaxterCooper

byBaxterCooper

0•

生産性とワークフロー

Optimizes agent workflows by intelligently determining when to execute multiple tasks concurrently or sequentially to prevent code conflicts.

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.

主な機能

01File-level isolation checks to prevent concurrent write conflicts

020 GitHub stars

03Automated deviation logging for improper parallelization attempts

04Standardized subagent dispatch contracts with success criteria

05Intelligent decision logic for parallel vs. sequential execution

06Post-parallel merge protocol for output verification

ユースケース

01Updating documentation across different modules simultaneously

02Fixing multiple independent test failures across separate subsystems

03Implementing unrelated feature enhancements in isolated files

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add baxtercooper/nexus parallel-dispatch

For use in Claude.ai and ChatGPT

主な機能

01File-level isolation checks to prevent concurrent write conflicts

020 GitHub stars

03Automated deviation logging for improper parallelization attempts

04Standardized subagent dispatch contracts with success criteria

05Intelligent decision logic for parallel vs. sequential execution

06Post-parallel merge protocol for output verification

ユースケース

01Updating documentation across different modules simultaneously

02Fixing multiple independent test failures across separate subsystems

03Implementing unrelated feature enhancements in isolated files

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add baxtercooper/nexus parallel-dispatch

For use in Claude.ai and ChatGPT