chore: sync skills (BioNeMo KERMT,FoundationPose Perception Pipeline,Medical AI Skills,Nemotron Speech,Portfolio Optimization,cuDF,cuOpt)

[github-actions]

Automated skills sync

Components updated:

• BioNeMo KERMT
• FoundationPose Perception Pipeline
• Medical AI Skills
• Nemotron Speech
• Portfolio Optimization
• cuDF
• cuOpt

Skills held — signature drift (content changed without skill.oms.sig refresh):

• skills/aiq-deploy — reverted (3 file(s) changed without skill.oms.sig refresh)
• skills/aiq-research — reverted (4 file(s) changed without skill.oms.sig refresh)
• skills/amc-setup-calibration-stack — reverted (1 file(s) changed without skill.oms.sig refresh)
• skills/earth2studio-create-datasource — reverted (13 file(s) changed without skill.oms.sig refresh)
• skills/earth2studio-create-diagnostic — reverted (3 file(s) changed without skill.oms.sig refresh)
• skills/earth2studio-create-prognostic — reverted (4 file(s) changed without skill.oms.sig refresh)
• skills/earth2studio-data-fetch — reverted (3 file(s) changed without skill.oms.sig refresh)
• skills/earth2studio-deterministic-forecast — reverted (5 file(s) changed without skill.oms.sig refresh)
• skills/earth2studio-discover — reverted (2 file(s) changed without skill.oms.sig refresh)
• skills/earth2studio-install — reverted (1 file(s) changed without skill.oms.sig refresh)
• skills/mcore-create-issue — reverted (1 file(s) changed without skill.oms.sig refresh)
• skills/mcore-linting-and-formatting — reverted (1 file(s) changed without skill.oms.sig refresh)
• skills/mcore-run-on-slurm — reverted (1 file(s) changed without skill.oms.sig refresh)
• skills/mcore-split-pr — reverted (1 file(s) changed without skill.oms.sig refresh)
• skills/mcore-testing — reverted (1 file(s) changed without skill.oms.sig refresh)
• skills/nemo-automodel-launcher-config — reverted (1 file(s) changed without skill.oms.sig refresh)
• skills/nemo-fabric-build-adapter — reverted (2 file(s) changed without skill.oms.sig refresh)
• skills/nemo-fabric-integrate — reverted (1 file(s) changed without skill.oms.sig refresh)
• skills/nemo-mbridge-perf-activation-recompute — reverted (2 file(s) changed without skill.oms.sig refresh)
• skills/nemo-mbridge-perf-cuda-graphs — reverted (3 file(s) changed without skill.oms.sig refresh)
• skills/nemo-mbridge-perf-memory-tuning — reverted (2 file(s) changed without skill.oms.sig refresh)
• skills/nemo-mbridge-perf-moe-dispatcher-selection — reverted (3 file(s) changed without skill.oms.sig refresh)
• skills/nemo-mbridge-perf-moe-optimization-workflow — reverted (2 file(s) changed without skill.oms.sig refresh)
• skills/nemo-mbridge-perf-moe-vlm-training — reverted (2 file(s) changed without skill.oms.sig refresh)
• skills/nemo-mbridge-recipe-recommender — reverted (3 file(s) changed without skill.oms.sig refresh)
• skills/nemo-relay-install — reverted (5 file(s) changed without skill.oms.sig refresh)
• skills/nemo-relay-instrument-typed-wrappers — reverted (1 file(s) changed without skill.oms.sig refresh)
• skills/nemo-relay-plugin-observability — reverted (1 file(s) changed without skill.oms.sig refresh)
• skills/physicsnemo-shard-tensor — reverted (1 file(s) changed without skill.oms.sig refresh)
• skills/rag-blueprint — reverted (1 file(s) changed without skill.oms.sig refresh)

Skills held — signature mismatch (incoming content does not match its own skill.oms.sig):

• skills/tao-analyze-changenet-rca — reverted (1 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-analyze-gaps-visual-changenet — reverted (7 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-analyze-gaps-vlm-bcq — reverted (2 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-convert-dataset-format — reverted (2 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-finetune-clip — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-finetune-cosmos-embed — reverted (2 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-finetune-cosmos-reason — reverted (21 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-finetune-huggingface-model — reverted (56 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-generate-image-grounding — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-generate-referring-expressions — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-generate-video-reasoning-annotations — reverted (2 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-launch-workflow — reverted (2 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-list-capabilities — reverted (1 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-mine-aoi-images — reverted (7 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-port-huggingface-model — reverted (6 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-route-visual-changenet-samples — reverted (2 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-run-automl — reverted (9 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-run-automl-deft-pipeline — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-run-deft-aoi — reverted (31 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-run-inference-service — reverted (4 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-run-on-brev — reverted (1 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-run-on-kubernetes — reverted (2 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-run-on-slurm — reverted (8 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-setup-nvidia-gpu-host — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-action-recognition — reverted (2 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-bevfusion — reverted (2 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-centerpose — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-deformable-detr — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-depth-anything-v2 — reverted (4 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-dino — reverted (9 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-fast-foundation-stereo — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-foundation-stereo — reverted (4 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-grounding-dino — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-image-classification — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-mask-auto-encoder — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-mask-auto-label — reverted (2 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-mask-grounding-dino — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-mask2former — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-metric-learning-recognition — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-nvdinov2 — reverted (7 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-nvpanoptix3d — reverted (2 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-ocdnet — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-ocrnet — reverted (12 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-oneformer — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-optical-inspection — reverted (4 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-pointpillars — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-pose-classification — reverted (2 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-reid — reverted (2 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-rtdetr — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-segformer — reverted (8 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-single-step — reverted (1 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-sparse4d — reverted (3 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-train-visual-changenet — reverted (18 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)
• skills/tao-validate-dataset-format — reverted (1 signed file(s) do not match the incoming skill.oms.sig; source repo is internally inconsistent — re-run signing at source)

Skills held — no signature in source (skill.oms.sig absent upstream):

• skills/nemoclaw-user-guide — reverted (source has no skill.oms.sig; preserving prior signed version)
• skills/tao-run-on-docker — reverted (source has no skill.oms.sig; preserving prior signed version)

Components that failed to sync:

• Dynamo (ai-dynamo/dynamo): skills/dynamo-interconnect-check/ empty or missing
• Dynamo (ai-dynamo/dynamo): skills/dynamo-recipe-runner/ empty or missing
• Dynamo (ai-dynamo/dynamo): skills/dynamo-router-starter/ empty or missing
• Dynamo (ai-dynamo/dynamo): skills/dynamo-troubleshoot/ empty or missing
• TAO Toolkit (NVIDIA-TAO/tao-skill-bank): skills/data/paidf-anomalygen/ empty or missing
• TAO Toolkit (NVIDIA-TAO/tao-skill-bank): skills/platform/tao-run-on-local-docker/ empty or missing
• TAO Toolkit (NVIDIA-TAO/tao-skill-bank): skills/platform/tao-run-platform/ empty or missing

Triggered by: workflow_dispatch

[mosheabr]

Sync checklist clean.

Check	Result
Workflow	dispatch run 35004062699 succeeded
Components updated	7 — BioNeMo KERMT, FoundationPose Perception Pipeline, Medical AI Skills, Nemotron Speech, Portfolio Optimization, cuDF, cuOpt
Title	honest — names exactly those 7
Diff scope	skills/** + README.md only
Held skills	86 (90 on #548, 88 on #544)

README diff is justified. It adds four rows — BioNeMo KERMT and FoundationPose across the Available Skills and Getting Help tables. Both are registered in components.d/ on main, so this is the regeneration rendering products that had not appeared yet. NVFlare is absent from the diff because #535 already landed its rows on main, not because it was dropped — verified directly.

Held-skills count is down for the first time in weeks, 90 → 86, consistent with CUDA-Q, NVFlare, NeMo Retriever and the Medical AI set all re-signing over the last few days.

The 7 failing components are unchanged and pre-existing — Dynamo ×4 (the .agents/skills/ path move) and TAO ×3 (nested skills/data/, skills/platform/ paths). Tracked in #279; not caused by this sync.

Approving and merging.