task-parallelization

What problem does it solve?

Large batch and repetitive operations are slow and error-prone when executed sequentially; this Skill identifies opportunities to run independent units concurrently and prescribes safe concurrency levels to improve throughput without increasing failure risks.

Core Features & Use Cases

• Guided Parallelization Levels: Clear five-level guidance from full sequential execution to aggressive parallelism with example task counts and when to apply each level.
• Task Assessment Framework: Step-by-step method to break work into discrete units, evaluate independence, resource conflicts, and failure impact before choosing concurrency.
• Execution Patterns & Templates: Batch grouping strategies, retry and failure handling procedures, and a reusable per-task prompt template for standalone Task agent calls.
• Use Cases: Research and read-only analysis across many sources, bulk file edits that are independent, parallel code reviews, test execution across modules, and moderate-risk refactors with cautious batching.

Quick Start

Use the task-parallelization skill to break 12 independent file-edit tasks into three parallel batches at a suggested Level 2 concurrency.