Guides diagnosis of RAI engine performance, failed transactions, CDC/data-stream health, and CDC engine management. Use when a reasoner is slow or queuing, a transaction or batch has failed, a CDC stream is suspended or quarantined, or CDC engine sizing/recovery is needed.
EnglishConfigure and train graph neural network (GNN) models, generate predictions, evaluate results, and manage trained models. Use when ready to train, generate predictions, evaluate, or manage models; for concepts, data loading, edges, and feature configuration, see rai-predictive-modeling.
EnglishCovers PyRel v1 language syntax — imports, type system, concepts, properties, relationships, data loading, references, and code structure. Use when writing or reviewing general PyRel code — not query construction (see rai-querying), business-rule authoring via derived properties (see rai-rules-authoring), or optimization formulation with decision variables, constraints, and objectives (see rai-prescriptive-problem-formulation).
EnglishSetup and configuration for RelationalAI — first-time install walkthrough and all raiconfig.yaml tuning. Use when installing RAI, connecting to Snowflake, or editing raiconfig.yaml. Not for writing PyRel model code (see rai-pyrel-coding) or solver usage and diagnostics (see rai-prescriptive-solver-management).
English
AGENT SKILLS ATLASIncludes Rai Health, Rai Predictive Training, Rai Pyrel Coding, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Rai Health
Guides diagnosis of RAI engine performance, failed transactions, CDC/data-stream health, and CDC engine management. Use when a reasoner is slow or queuing, a transaction or batch has failed, a CDC stream is suspended or quarantined, or CDC engine sizing/recovery is needed.
Rai Predictive Training
Configure and train graph neural network (GNN) models, generate predictions, evaluate results, and manage trained models. Use when ready to train, generate predictions, evaluate, or manage models; for concepts, data loading, edges, and feature configuration, see rai-predictive-modeling.
Rai Pyrel Coding
Covers PyRel v1 language syntax — imports, type system, concepts, properties, relationships, data loading, references, and code structure. Use when writing or reviewing general PyRel code — not query construction (see rai-querying), business-rule authoring via derived properties (see rai-rules-authoring), or optimization formulation with decision variables, constraints, and objectives (see rai-prescriptive-problem-formulation).
Rai Setup
Setup and configuration for RelationalAI — first-time install walkthrough and all raiconfig.yaml tuning. Use when installing RAI, connecting to Snowflake, or editing raiconfig.yaml. Not for writing PyRel model code (see rai-pyrel-coding) or solver usage and diagnostics (see rai-prescriptive-solver-management).
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Rai Health skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: Apache-2.0. The author’s terms apply.