smart-workflows
OfficialOrchestrate SmartACE workflows for ML pipelines.
Authoragentic-dev-io
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Automates end-to-end ML workflow orchestration with SmartACE. It integrates data collection, preprocessing, model training, evaluation, and visualization across a DuckDB + SurrealDB powered stack, enabling repeatable, auditable pipelines.
Core Features & Use Cases
- Orchestrates ML pipelines end-to-end across DuckDB, SurrealDB, Blender 5.0, and UE5 integrations.
- Provides modular, SQL-driven workflows with deterministic execution and reusable components.
- Use Case: Build, run, and monitor a data-to-visualization pipeline from raw data to published insights.
Quick Start
Start a SmartACE workflow with a simple configuration and observe the end-to-end execution, from data ingestion to visualization generation.
Dependency Matrix
Required Modules
ducklakehttp_clientjsoninferavssdatasketchesbitfilterscryptoshellfsbpy
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: smart-workflows Download link: https://github.com/agentic-dev-io/mcp-b/archive/main.zip#smart-workflows Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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