This goes through a workflow to guide AI assistants through optimizing Snowflake Cortex Agents for production readiness through systematic evaluation, improvement, and generalization. The process uses AI reasoning combined with human domain expertise to achieve significant accuracy improvements.
EnglishSystematically test semantic views by evaluating all verified queries without VQR hints. Identifies which queries fail to measure semantic view completeness.
English
AGENT SKILLS ATLASIncludes Optimize Cortex Agent and Vqr Testing Audit.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Optimize Cortex Agent
This goes through a workflow to guide AI assistants through optimizing Snowflake Cortex Agents for production readiness through systematic evaluation, improvement, and generalization. The process uses AI reasoning combined with human domain expertise to achieve significant accuracy improvements. Use this workflow when: - Preparing an agent for production deployment - Agent has known accuracy or performance issues - Need to validate agent behavior systematically - Want to ensure agent generalizes beyond test cases
Vqr Testing Audit
Systematically test semantic views by evaluating all verified queries without VQR hints. Identifies which queries fail to measure semantic view completeness.
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 Optimize Cortex Agent 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: GPL-3.0. The author’s terms apply.