Plugin Claude Code
Plugin marketplace listing 3 plugins: tao-skill-bank, tao-skills, tao-daft-process.
86 3d ago A
tokens not measured
original Apache-2.0
Plugin Claude Code
NVIDIA TAO skill bank with generated capability discovery for model training, data processing, application workflows, AutoML, and platform execution.
86 3d ago A
tokens not measured
original Apache-2.0
Instructions file CodexOpenCode
Instructions for NVIDIA-TAO/tao-skill-bank, covering tao claw agent, discovery flow, job tracking, i/o, multi-node — all sdk-free and never do.
86 3d ago A 2,542 tokens
original Apache-2.0
SessionStart
04Hook
Runs when a session starts, executing session_start.sh. From NVIDIA-TAO/tao-skill-bank.
86 3d ago A
tokens not measured
copy · 63% Apache-2.0
Skill Claude CodeCodex
Performs deep Root Cause Analysis (RCA) on NVIDIA TAO Visual ChangeNet classification experiments with image-evidence-driven investigation. Use when analyzing ChangeNet model failures, investigating poor recall / FAR / PASS-NOPASS metrics, auditing visual inspection pipeline quality, or running an RCA report for an…
86 3d ago A 121 tokens
original Apache-2.0
Skill Claude CodeCodex
Fine-tune any HuggingFace CV / VLM / LLM model on local NVIDIA GPUs inside an NGC PyTorch container when no dedicated TAO model skill matches. Use when the user wants to fine-tune a HuggingFace model (full or LoRA), train a vision / VLM / LLM model end-to-end, generate a reproducible HF training pipeline, smoke-test a…
86 3d ago C 241 tokens
original Apache-2.0
Skill Claude CodeCodex
Integrate a HuggingFace Computer Vision model into the NVIDIA TAO Toolkit ecosystem (tao-core config, tao-pytorch trainer, tao-deploy TensorRT pipeline). Use when the user asks to "integrate a HuggingFace model into TAO", "add an HF model to TAO Toolkit", "wire a HuggingFace ViT/DETR/ SegFormer into tao-pytorch"…
86 3d ago C 210 tokens
original Apache-2.0
Skill Claude CodeCodex
Run the canonical NVIDIA AOI three-phase training pipeline — Phase 1 AutoML baseline (HPO), Phase 2 DEFT loop (RCA → SDG → mining → plain-train retrain), Phase 3 AutoML refinement on the DEFT-augmented dataset. Use when the user asks to "run the AOI workflow", "fine-tune my PCB AOI model end-to-end", "improve my AOI…
86 3d ago A 269 tokens
original Apache-2.0
Skill Claude CodeCodex
Run container-backed AutoML / hyperparameter optimization (HPO) for NVIDIA TAO networks using AutoMLRunner. Handles algorithm selection (bayesian, hyperband, asha, bohb, llm, hybrid, autoresearch), WandB experiment tracking, job execution on any TAO SDK platform, result interpretation, and per-rec custom evaluation…
86 3d ago A 235 tokens
original Apache-2.0
Skill Claude CodeCodex
Run the disk-backed DEFT AOI improvement loop for NVIDIA Cosmos Reason 3 / Cosmos3 models, using Nano by default and Edge or Super when explicitly requested: evaluate the base model on Proxy and frozen Benchmark splits, mine real image pairs from Proxy gaps, assemble a per-iteration Train JSON from selected Mining…
86 3d ago A 169 tokens
original Apache-2.0
reporter
11Agent
Use this wrapper only when a runtime explicitly invokes the legacy reporter agent. Normal workflow execution renders automatically from initdeftstate.py and the commitstage.py post-commit hook.
86 3d ago A 0 tokens
original Apache-2.0
Skill Claude CodeCodex
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…
86 3d ago A 155 tokens
original Apache-2.0
Skill Claude CodeCodex
Run the mining-based DEFT improvement workflow for ITS Cosmos-Reason binary video questions, focused on the non-reasoning classification/evaluation path. Use when the user asks for a DEFT CR ITS mining workflow, traffic-camera Cosmos Reason improvement loop, collision-identification workflow with data mining, or…
86 3d ago A 80 tokens
original Apache-2.0
Skill Claude CodeCodex
Run the full DEFT smart-data-augmentation loop for NVIDIA TAO Grounding DINO object detection: zero-shot baseline inference, KPI analysis, per-class gap analysis, SigLIP embedding of weak images, unique-neighbor mining against a source pool, ODVG dataset staging, and retraining — repeated for a fixed number of…
86 3d ago A 196 tokens
original Apache-2.0
Skill Claude CodeCodex
Run iterative improvement for NVIDIA TAO CLIP / SigLIP image-text retrieval on attribute-labelled data. Use when a request combines retrieval evaluation, weak-attribute or caption-pair mining, repeated retraining, and a stopping condition based on a retrieval KPI, validation plateau, or iteration budget; the customer…
86 3d ago A 175 tokens
original Apache-2.0
Skill Claude CodeCodex
Start, query, and stop a network-specific TAO inference microservice ({networkarch}-inference-microservice) by delegating container execution to the appropriate platform skill. Handles container image resolution, job-payload JSON construction, and the service registry. Use when the user wants to run inference on a TAO…
86 3d ago A 92 tokens
original Apache-2.0
Skill Claude CodeCodex
Standard single-step train/eval/export workflow for any TAO model. Use when training a TAO model on a dataset without iterative data augmentation, AutoML, or DEFT loops. Trigger phrases include "single train run", "train then evaluate then export", "plain TAO training", "normal training", "no AutoML", "skip the loop".…
86 3d ago A 107 tokens
original Apache-2.0
Skill Claude CodeCodex
Port a published computer vision paper's official code and training recipe onto a customer's own dataset, or diagnose why such a transfer produced bad numbers. Use this whenever someone wants to reproduce a CV paper, run a paper's repo on their own images, fine-tune a published…
86 3d ago A 179 tokens
original Apache-2.0
Skill Claude CodeCodex
The contract home for TAO's SDK-free execution pipeline — authoritative JSON Schemas for the four typed artifacts (spec-bundle, job-record, resultsdir layout, bestrec) plus the fixed job-status vocabulary and the nested-not-dotted spec rule. Use when authoring or validating a spec-bundle before submit, writing or…
86 3d ago A 122 tokens
original Apache-2.0
Skill Claude CodeCodex
The mandatory pre-launch gate and four-verb execution contract for every TAO workflow or action. Invoke BEFORE launching anything side-effecting — AutoML, train, evaluate, inference, export, TensorRT engine generation, or DEFT/application workflows — on any execution platform. Covers platform selection, credentials…
86 3d ago A 131 tokens
original Apache-2.0
Skill Claude CodeCodex
Answer what the TAO Skill Bank plugin can do by generating the response from packaged application, data, model, AutoML, and platform manifests. Use when the user asks "what can TAO Skill Bank do", "list TAO models", "which TAO workflows are available", or "what supports AutoML".
86 3d ago A 70 tokens
original Apache-2.0
tao-setup
22Skill Claude CodeCodex
One-time session setup and orchestration map for the TAO skill bank. Run this first when the TAO skills were installed individually (e.g. from a public skills catalog) so the session gets the cross-skill discovery flow, credential checks, and host preflight that the bundled plugin hook would otherwise inject…
86 3d ago A 97 tokens
original Apache-2.0
Skill Claude CodeCodex
Prepare and run PAIDF Cosmos Predict video generation for DEFT media samples.
86 3d ago A 23 tokens
original Apache-2.0
Skill Claude CodeCodex
Run TAO Data Services KPI analysis for object detection, comparing inference annotations against ground truth to compute per-class TP/FP/FN/TN, precision, recall, accuracy, and AP at a fixed IoU. Use when an object detection workflow needs per-class mAP reported after inference, or when the user asks to "run KPI…
86 3d ago A 94 tokens
original Apache-2.0