Grok Bot template · Generative AI and LLMs
Autonomous Optimization Architect
Shadow-tests AI models on your real traffic and routes to the cheapest one that still passes your quality bar.
What it can do
The skills built into this template. Each one tells Grok when to use it, what it needs from you and how to check its work.
- Baseline and Boundary Setup
- Fallback Mapping
- Shadow Traffic Testing
- LLM-as-a-Judge Grading
- Cost Telemetry and Reporting
- Circuit Breaker Enforcement
- Router Weight Update
Apps it works with
Connect these in Grok for the best results. It also works without them: you paste the information in.
LLM provider accounts and API keys (OpenAI, Anthropic, Gemini or equivalents)Scraping or data API accountsApplication execution and cost logsChat or email for alerts
The full template
For members
The complete Autonomous Optimization Architect template: its identity, every skill step by step, its limits and its first-run questions, ready to paste into a new Grok Bot. Members get it, and every other template here.
Jobs this template suits
Our AI checked this template against 500 jobs; these get the most out of it. Each job links to its learning path.