Agent skill

orcaflex-batch-manager-parallel-execution

Sub-skill of orcaflex-batch-manager: Parallel Execution (+1).

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Install this agent skill to your Project

npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/_archive/engineering/marine-offshore/orcaflex-batch-manager/parallel-execution

SKILL.md

Parallel Execution (+1)

Parallel Execution

Feature Description
ThreadPoolExecutor Parallel model processing
Adaptive scaling Workers adjust based on CPU/memory
File-size optimization Thread allocation by file complexity
Chunk processing Memory-efficient large batch handling

Resource Management

Resource Management Strategy
CPU Worker count = CPU cores - 2 (max 30)
Memory Monitor usage, reduce workers if >80%
Disk I/O Batch file reads, optimize writes
License Respect OrcaFlex license limits

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