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Skills

App Framework Studio ships a set of AI agent skills that can be installed into any AI coding assistant (GitHub Copilot, Gemini, Cursor, and others) that supports the ai-agent-skills standard.

Which skill pack?

DataRobot maintains two skill packs. Use this table to pick the right install command (both packs can be installed in the same assistant).

You want to… Skill pack Install
Scaffold and deploy App Framework recipes: af-component-*, dr component add, copier templates, LLM Gateway, agent frameworks, dr task deploy App Framework Studio (this repo) npx ai-agent-skills install datarobot-community/app-framework
Train and operate tabular ML models: projects, AutoML, prediction deployments, monitoring, explainability, data prep OSS ML skills npx ai-agent-skills install datarobot-oss/datarobot-agent-skills

The datarobot-app-framework skill includes routing guidance when a request belongs in the OSS pack instead (and vice versa if you install both). If you only install one pack, choose the row that matches your primary work — wrong-pack installs are a common source of incorrect CLI or SDK guidance.

Installing skills

Install all skills from this repository using npx ai-agent-skills:

npx ai-agent-skills install datarobot-community/app-framework

This registers the following skills in your AI assistant:

Skill Description
datarobot-app-framework Build and deploy applications on DataRobot using the App Framework component system — FastAPI applications, LLM integrations, and agentic workflows.
datarobot-app-framework-doc-update Generate and intelligently merge README documentation for a component using its copier-module.yaml schema.

Available skills

datarobot-app-framework

Guides your AI assistant through scaffolding, configuring, and deploying App Framework recipes using af-component-* building blocks. Covers agents (CrewAI, LangGraph, LlamaIndex), FastAPI backends, React frontends, and LLM integrations.

Trigger it by asking your assistant to:

  • Build or deploy an application on DataRobot using the App Framework.
  • Add a component (dr component add, uvx copier copy).
  • Wire components together or configure an agent.

datarobot-app-framework-doc-update

Generates a structured README.generated.md scaffold from a component's copier-module.yaml, then intelligently merges it with the existing README.md — preserving human-written content and using the template's authoring hints to fill any gaps.

Trigger it by asking your assistant to:

  • Update or regenerate the README for a component repository.
  • Generate documentation from copier-module.yaml.

Running locally before pushing to GitHub

# Step 1. Generate the scaffold from the app-framework-studio root.
cd ~/code/app-framework-studio
uv run --project tools/af_component_doc_update af-component-doc-update ~/code/YOUR_COMPONENT_DIR

# Step 2. Invoke the skill in Copilot Chat.

#skills/datarobot-app-framework-doc-update/SKILL.md Update the README for ~/code/YOUR_COMPONENT_DIR. For Step 1, use the local variant: cd ~/code/app-framework-studio && uv run --project tools/af_component_doc_update af-component-doc-update ~/code/YOUR_COMPONENT_DIR