# Orcaflex Batch Manager Parallel Execution

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

- Skill: `vamseeachanta/orcaflex-batch-manager-parallel-execution` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/orcaflex-batch-manager-parallel-execution`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/orcaflex-batch-manager-parallel-execution/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/orcaflex-batch-manager-parallel-execution

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# 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 |