ProfessorGPTProfessorGPT
NVIDIA
Multi-file
NVIDIANVIDIA· v1.0.0
devopsOfficial
Official Provider SkillView repo

Route ambiguous NVFLARE requests by inspecting the local project, checking readiness, and recommending the next specific FLARE workflow skill without editing files.

Files4 files
BENCHMARK.md1 lines
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Download the archive and add the files to your project manually.

Skill details

Versionv1.0.0
AuthorNVIDIA
Categorydevops
Skill IDNVIDIA/NVFlare/skills/nvflare-orient
Files4 files

Related skills

Autofl NvflareHelp coding agents work on an NVFlare-based Auto-FL harness that follows an autoresearch-style loop. Use when the user wants to create, edit, debug, or extend program.md, task folders such as tasks/cifar10/ and tasks/vlm_med/, task-local job.py, client.py, model.py, shared custom_aggregators.py, mutation policies, results.tsv logging, or coding-agent prompts for a bounded federated-learning research loop. This skill is specifically for NVFlare harness work where the Client API loop, DIFF upload Autofl Nvflare ReportGenerate and commit a markdown report after an Auto-FL NVFlare autoresearch experiment has been manually stopped. Use when the user asks to summarize a stopped campaign, report achieved improvements, explain implemented literature-derived ideas and sources, refresh progress plots, capture pasted agent model/effort/cost context when available, or commit the final report and progress plot to the current experiment branch.Nvflare Convert PytorchConvert existing PyTorch training code into an NVFLARE federated job using Client API model exchange, local validation, and job export; do not use for other frameworks or deployment-only tasks.Nvflare Diagnose JobDiagnose failed, stalled, or suspicious NVFLARE jobs in simulation, POC, or production by collecting bounded evidence and mapping failure patterns to recovery actions.Nemoclaw Maintainer Cut Release TagCreates deterministic NemoClaw semver release tags on origin/main, handles release housekeeping, and drafts release notes. Use when cutting a release, tagging a version, shipping a build, creating vX.Y.Z tags, or preparing release announcements.Nemoclaw Maintainer DayRuns the daytime maintainer loop for NemoClaw, prioritizing items labeled with the current version target. Picks the highest-value item, executes the right workflow (merge gate, salvage, security sweep, test gaps, hotspot cooling, or sequencing), and reports progress. Use during the workday to land PRs and close issues. Designed for /loop (e.g. /loop 10m /nemoclaw-maintainer-day). Trigger keywords - maintainer day, work on PRs, land PRs, make progress, what's next, keep going, maintainer loop.