Agent skill · research science · aiskillstore
flow-nexus-neural
Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus
Why this skill is useful
Adds executable scripts for training and deploying various neural network architectures that are not commonly found in public documentation.
What it needs
Requires npx installed locally. Requires flow-nexus account access. About 7k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Flow Nexus Neural Networks Deploy, train, and manage neural networks in distributed E2B sandbox environments. Train custom models with multiple architectures (feedforward, LSTM, GAN, transformer) or use pre-built templates from the marketplace. Prerequisites Core Capabilities 1. Single-Node Neural Training Train neural networks with custom architectures and configurations. Available Architectures: feedforward - Standard fully-connected networks lstm - Long Short-Term Memory for sequences gan - Generative Adversarial Networks autoencoder - Dimensionality reduction transformer - Attention-based models Training Tiers: nano - Minimal resources (fast, limited) mini - Small models small - Standard models medium - Complex models large - Large-scale training Example: Train Custom Classifier Example: LSTM for Time Series Example: Transformer Architecture 2. Model Inference Run predictions on trained models. Response: 3. Template Marketplace Browse and deploy pre-trained models from the marketplace. List Available Templates Response: Deploy Template 4. Distributed Training Clusters Train large models across multiple E2B sandboxes with distributed computing. Initialize Cluster Response: Deploy Worker Nodes Connect Cluster Topology Start Distributed Training Federated Learning Example: Monitor Cluster Status Response: Run Distributed Inference Terminate Cluster 5. Model Management List Your Models Response: Check Training Status Response: Performance Benchmarking Response: Create Validation Workflow 6. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/flow-nexus-neural--d2657d