max-throughput
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Description
Use when running compute-heavy work: model training, fine-tuning, evaluation, benchmarks, simulations, data preprocessing, dataset generation, compilation, test suites, or any long-running batch job, or when a job is slower than expected and needs performance tuning. Detect available CPU/GPU/memory resources, parallelize aggressively, then profile the running job to find the true bottleneck (data pipeline, CPU decode, GPU compute, VRAM, I/O) and tune batch size, DataLoader workers, pre-encoding, and precision accordingly to minimize wall-clock runtime.
Install max-throughput
Run this in your OpenClaw agent to add max-throughput from the ClawHub registry.
openclaw skills install max-throughputRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
Community Reviews
Real user ratings only — separate from the editorial assessment and ClawHub signal.
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Frequently asked questions
Is max-throughput safe to install?
max-throughput has a SkillsReview security score of 85/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does max-throughput cost?
max-throughput is free to install for OpenClaw via ClawHub.
What are the best alternatives to max-throughput?
You can compare max-throughput side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install max-throughput?
Install max-throughput from ClawHub at clawhub.ai/skills/max-throughput, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
Historical movement
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