tao-run-deft-aoi agent skill by NVIDIA
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 against a customer-defined primary metric and optional constraints. Use only when the request identifies an AOI / automated-optical-inspection, PCB-defect, VisualChangeNet, or ChangeNet workflow. Supports air-gapped/offline runs with pre-staged assets. Never infer AOI from generic iterative-improvement language. Do not use for CLIP / SigLIP image retrieval, attribute-labelled image data, standalone TAO training, one-off inference, generic anomaly generation, or RCA-only analysis.
Source and license
| Publisher | NVIDIA |
|---|---|
| Repository | NVIDIA/skills |
| License | Apache-2.0 AND CC-BY-4.0 |
| Snapshot | 2026-10-22 |
| Last repository commit | 2026-10-17 |
| Instruction size | 2,516 words; 242 lines |
| Bundled files | 59 |
Suede Skill Check: 89/100 · B
Report snapshot · · graded-v2
The rubric totals 100 points; published scores are capped at 99. Security scan: not scanned.
Source revision: 4fc9cf6cec78. Report version 07ffa29caac1. Badge URLs follow the latest listing; save the report to keep this version.
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What to review next
- Example request: 0 of 3 points. 3 when the description quotes an example request (3–60 characters in quotation marks).
- Description length: 3 of 5 points. 5 for 150–600 characters; 3 for 100–900; 1 for 50–1,024.
Add declarations and bundled files when they describe the skill’s actual needs. Update the source, then request a fresh review with the changed commit or PR.
| Component | Points earned | Available |
|---|---|---|
| Structural checks | 56 | 56 |
| Description length | 3 | 5 |
| Boundary clause | 4 | 4 |
| Example request | 0 | 3 |
| Instruction depth | 7 | 7 |
| Reference files | 3 | 3 |
| Bundled scripts | 2 | 2 |
| Recent maintenance | 9 | 9 |
| Curated-list citations | 1 | 7 |
| Tool permissions declared | 2 | 2 |
| Compatibility declared | 2 | 2 |
The published score is capped at 99. It measures the published files, documentation and maintenance signals. Security scan: not scanned. This assessment does not include a runtime test or a full installation-dependency review.
Install tao-run-deft-aoi
The skills CLI works with Claude Code, Codex, Cursor and other agents; the other routes copy the folder by hand.
npx skills add https://github.com/NVIDIA/skills/tree/main/skills/tao-run-deft-aoitmp="$(mktemp -d)"
git clone --depth 1 https://github.com/NVIDIA/skills.git "$tmp/repo"
mkdir -p .claude/skills
cp -R "$tmp/repo/"skills/tao-run-deft-aoi .claude/skills/
rm -rf "$tmp"tmp="$(mktemp -d)"
git clone --depth 1 https://github.com/NVIDIA/skills.git "$tmp/repo"
mkdir -p .agents/skills
cp -R "$tmp/repo/"skills/tao-run-deft-aoi .agents/skills/
rm -rf "$tmp"For a user-level install, copy the folder to ~/.claude/skills/ (Claude Code) or ~/.agents/skills/ (Codex). Inside Codex, $skill-installer can also fetch a skill from GitHub. New to skills? Read How to install agent skills in Claude Code, Codex and Cursor.
NVIDIA/skills is third-party code. Read SKILL.md and any bundled scripts before you install it.
Two badges for tao-run-deft-aoi
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[](https://suedeai.directory/nvidia/skills/tao-run-deft-aoi/)
[](https://suedeai.directory/nvidia/skills/tao-run-deft-aoi/)<a href="https://suedeai.directory/nvidia/skills/tao-run-deft-aoi/"><img src="https://suedeai.directory/nvidia/skills/tao-run-deft-aoi/score.svg" alt="Suede Skill Check: 89/100" width="160" height="175"></a>
<a href="https://suedeai.directory/nvidia/skills/tao-run-deft-aoi/"><img src="https://suedeai.directory/nvidia/skills/tao-run-deft-aoi/badge.svg" alt="Suede Skill Check: Grade B" width="160" height="175"></a>Suede Certified on the shield refers to this published structural quality check. Security scan: not scanned. Read the methodology.
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