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Tooling to apply and update App Framework components.
DataRobot publishes two skill packs for coding assistants. They share words like "agent," "deployment," and "DataRobot," but target different workflows — install the pack that matches your task (you can install both).
| You want to… | Skill pack | Install |
|---|---|---|
Build or deploy App Framework recipes (Studio): af-component-*, dr component add, uvx copier copy, LLM Gateway, CrewAI/LangGraph/LlamaIndex agents, Custom Applications (dr task deploy) |
This repository (App Framework Studio) | npx ai-agent-skills install datarobot-community/app-framework |
| Tabular ML on the DataRobot platform: AutoML training, model deployments for predictions, batch scoring, feature engineering, drift monitoring, SHAP / explainability | datarobot-agent-skills (OSS ML pack) | npx ai-agent-skills install datarobot-oss/datarobot-agent-skills |
In this pack, agent means an LLM agentic app in a recipe; deployment means a Custom Application. In the OSS pack, deployment usually means an ML model deployment for predictions.
Install all skills from this repository into your AI agent using ai-agent-skills:
npx ai-agent-skills install datarobot-community/app-frameworkThe following App Framework components are maintained in separate repositories under the datarobot-community GitHub organization:
| Component | Description |
|---|---|
af-component-base |
Task runner, Pulumi project, CI/CD, .datarobot/ config. |
af-component-fastapi-backend |
FastAPI server and Custom App deployment. |
af-component-react |
React frontend. |
af-component-llm |
LLM Gateway / external model integration. |
af-component-agent |
Agentic workflows (CrewAI, LangGraph, LlamaIndex). |
af-component-datarobot-mcp |
FastMCP server with DataRobot predictive tools and third-party integrations. |
See the Developer Guide for setup instructions, running docs locally, and using copier-watch to iterate on component templates.
Component README files follow the Documentation Style Specification. Use the datarobot-app-framework-doc-update skill and the af-component-doc-update tool to scaffold and merge README content from copier-module.yaml.