This skill teaches efficient batch processing patterns for generating multiple videos, including parallel submission, progress tracking, rate limit management, and result collection.
Prerequisites
Kling AI API key with sufficient credits
Python 3.8+ with asyncio support
Understanding of async/await patterns
Instructions
Follow these steps for batch processing:
Prepare Batch: Collect all prompts and parameters
Rate Limit Planning: Calculate submission pace
Parallel Submission: Submit jobs within limits
Track Progress: Monitor all jobs simultaneously
Collect Results: Gather outputs and handle failures
Output
Successful execution produces:
Parallel job submission within rate limits
Real-time progress tracking
Collected results with success/failure status
Performance metrics (duration, throughput)
Error Handling
See {baseDir}/references/errors.md for comprehensive error handling.
Examples
See {baseDir}/references/examples.md for detailed examples.
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1---2name: helixdevelopment-helixagent-klingai-batch-processing3description: Klingai Batch Processing4---56# Klingai Batch Processing78## Overview910This skill teaches efficient batch processing patterns for generating multiple videos, including parallel submission, progress tracking, rate limit management, and result collection.1112## Prerequisites1314- Kling AI API key with sufficient credits15- Python 3.8+ with asyncio support16- Understanding of async/await patterns1718## Instructions1920Follow these steps for batch processing:21221. **Prepare Batch**: Collect all prompts and parameters232. **Rate Limit Planning**: Calculate submission pace243. **Parallel Submission**: Submit jobs within limits254. **Track Progress**: Monitor all jobs simultaneously265. **Collect Results**: Gather outputs and handle failures2728## Output2930Successful execution produces:31- Parallel job submission within rate limits32- Real-time progress tracking33- Collected results with success/failure status34- Performance metrics (duration, throughput)3536## Error Handling3738See `{baseDir}/references/errors.md` for comprehensive error handling.3940## Examples4142See `{baseDir}/references/examples.md` for detailed examples.4344## Resources4546- [Kling AI Batch API](https://docs.klingai.com/batch)47- [Python asyncio](https://docs.python.org/3/library/asyncio.html)48- [aiohttp Documentation](https://docs.aiohttp.org/)4950---51> Converted and distributed by [TomeVault](https://tomevault.io/claim/helixdevelopment) — claim your Tome and manage your conversions.52<!-- tomevault:4.0:skill_md:2026-04-15 -->
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Klingai Batch Processing It is listed under Coding & Dev Tools on SkillMD.
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