ProfessorGPTProfessorGPT
NVIDIA
NVIDIANVIDIA· v1.0.0
ai-mlOfficial
Official Provider SkillView repo

PAIDF AnomalyGen pipeline — fine-tune, generate synthetic anomaly images (SDG), evaluate quality (nn_score), and per-sample search. Modes: full (train + generate), finetune_only, inference_only (from checkpoint). Invoke for any AnomalyGen / SDG / fine-tune / synthetic-anomaly task — even if the user only mentions one phase.

Files15 files
BENCHMARK.md89 lines
Loading editor…

Install

Recommended

One command — your agent picks it up automatically.

Select an AI agent above to see the install command.

or

Manual Install

More steps

Download the archive and add the files to your project manually.

Skill details

Versionv1.0.0
AuthorNVIDIA
Categoryai-ml
Skill IDNVIDIA/paidf-anomalygen/skills/anomalygen
Files15 files

Related skills

Anomalygen GuardProduct runtime guardrails and preflight validation for PAIDF AnomalyGen. Use only when ANOMALYGEN_PRODUCT_MODE=1, typically inside the product container, before training, inference, evaluation, refinement, filtering, artifact edits, or release runtime validation.Anomalygen ReleaseBuild and validate PAIDF AnomalyGen product and develop Docker containers from docker/Dockerfile.cuda128. Use when the user asks to build an anomalygen product container, build an anomalygen develop container, validate container runtime permissions, or produce release summaries.Nemoclaw Maintainer Cross Issue SweepScans other open issues to find ones a given PR may also fix or accidentally break. Outputs adjacent-fix opportunities and contradiction risks with file:line evidence. Use when reviewing a PR to discover bundling opportunities or downstream impact across the issue queue.Nemoclaw Maintainer EveningRuns the end-of-day maintainer handoff for NemoClaw. Checks version target progress, records stragglers for an automatic post-tag bump, generates a QA handoff summary, and cuts the release tag. Use at the end of the workday. Trigger keywords - evening, end of day, EOD, wrap up, ship it, cut tag, handoff, done for the day.Nemoclaw Maintainer MorningRuns the morning maintainer standup for NemoClaw. Triages the backlog, determines the day's target version, labels selected items, surfaces stragglers from previous versions, and outputs the daily plan. Use at the start of the workday. Trigger keywords - morning, standup, start of day, daily plan, what are we shipping today.Nemoclaw Maintainer Pr ComparatorCompares competing PRs that target the same issue and recommends which one to merge. Runs gate, correctness, and quality checks; outputs a deterministic scorecard with reasoning trace. Use when an issue has two or more open PRs and a maintainer needs to decide which to merge.