Cdf Defect Image Generation — Agent Skill by NVIDIA

From the author

Generate synthetic PCB inspection images on Kubernetes with the SMT Defect Image Generation (DIG) DAG in CDF Orchestration. The DAG renders components in simulation, turns the renders into realistic golden images (sim2real), and uses AnomalyGen to add texture defects such as solder bridges, excess solder or missing components. Simulation can also render shift, tombstone and sideflip pose defects. Use it to build DIG payloads, pick a pipeline mode (full, simulation, sim2real or defect-only), check GPU readiness, follow a run, and match each defect image to its golden and simulated source. Not for running Simulation, Augmentation or AnomalyGen on their own.

— the description by NVIDIA

Install

Get the skill from its source (we cannot redistribute it):
https://github.com/NVIDIA/skills/tree/fce3cca4170be75e82c64920654d56ee2811b005/skills/cdf-defect-image-generation

Documentation by NVIDIA

The licence of this skill does not allow us to copy its documentation. Read it at the source

Files

BENCHMARK.md(opens on GitHub)Not mirrored: opens on GitHub10.5 KiB
SKILL.md(opens on GitHub)Not mirrored: opens on GitHub17.9 KiB
agents/openai.yaml(opens on GitHub)Not mirrored: opens on GitHub369 B
evals/EVAL.md(opens on GitHub)Not mirrored: opens on GitHub4.6 KiB
evals/evals.json(opens on GitHub)Not mirrored: opens on GitHub20.2 KiB
evals/test_payload.py(opens on GitHub)ScriptNot mirrored: opens on GitHub10.4 KiB
references/airflow-direct-api.md(opens on GitHub)Not mirrored: opens on GitHub6.3 KiB
references/outputs.md(opens on GitHub)Not mirrored: opens on GitHub3.3 KiB
references/payload-contract.md(opens on GitHub)Not mirrored: opens on GitHub17.4 KiB
references/setup-and-preflight.md(opens on GitHub)Not mirrored: opens on GitHub5.3 KiB
references/troubleshooting.md(opens on GitHub)Not mirrored: opens on GitHub4.4 KiB
scripts/payload.py(opens on GitHub)ScriptNot mirrored: opens on GitHub10.5 KiB
skill-card.md(opens on GitHub)Not mirrored: opens on GitHub6.4 KiB
skill.oms.sig(opens on GitHub)Not mirrored: opens on GitHub6.6 KiB

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Needs an API key, Needs a command-line tool, Needs Python, Needs Node.js

Security

What our scanner noticed· Medium risk

Large base64-encoded blobs
Scripts that your agent may run

This skill includes scripts that your agent may run. Read them before you use it.

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

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