Sub-skill of parallel-file-processor: Mode Selection (+2).
Scanned 9/9/2026
Install to Claude Code
npx -y skills add vamseeachanta/workspace-hub --skill mode-selection --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: parallel-file-processor-mode-selection
description: 'Sub-skill of parallel-file-processor: Mode Selection (+2).'
version: 1.1.0
category: development
type: reference
scripts_exempt: true
---
# Mode Selection (+2)
## Mode Selection
| Workload Type | Recommended Mode | Reason |
|---------------|------------------|--------|
| File I/O | `THREAD_POOL` | IO-bound, threads avoid GIL issues |
| Data parsing | `THREAD_POOL` | Pandas releases GIL during IO |
| CPU computation | `PROCESS_POOL` | Bypasses GIL for true parallelism |
| Network requests | `ASYNC` | Best for many concurrent connections |
| Simple operations | `SEQUENTIAL` | Overhead may exceed benefit |
## Worker Count
```python
import os
# IO-bound (reading files, network)
io_workers = os.cpu_count() * 2
# CPU-bound (heavy computation)
cpu_workers = os.cpu_count()
# Memory-constrained (large files)
memory_workers = max(2, os.cpu_count() // 2)
```
## Batch Size
- **Small files (<1MB):** Large batches (500-1000)
- **Medium files (1-100MB):** Medium batches (50-100)
- **Large files (>100MB):** Small batches (10-20) or one at a time
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