tao-run-deft-aoi
by community
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Description
Run the full DEFT AOI improvement loop for NVIDIA TAO VisualChangeNet / ChangeNet PCB inspection models: baseline evaluate, RCA, Cosmos AnomalyGen / AMP synthetic defects, k-NN mining, retraining, and deployment gating until FAR / recall KPI targets are met. Use for prompts like "run the DEFT loop", "fine-tune until FAR below 0.1% at recall=100%", or "improve my AOI ChangeNet model with RCA and synthetic defects"; do not use for standalone TAO training, one-off inference, generic anomaly generation, or RCA-only analysis.
Install tao-run-deft-aoi
Run this in your OpenClaw agent to add tao-run-deft-aoi from the ClawHub registry.
openclaw skills install tao-run-deft-aoiRequires 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.
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Frequently asked questions
Is tao-run-deft-aoi safe to install?
tao-run-deft-aoi has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does tao-run-deft-aoi cost?
tao-run-deft-aoi is free to install for OpenClaw via ClawHub.
What are the best alternatives to tao-run-deft-aoi?
You can compare tao-run-deft-aoi side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install tao-run-deft-aoi?
Install tao-run-deft-aoi from ClawHub at clawhub.ai/skills/tao-run-deft-aoi, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
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