Grok Bot template · Generative AI and LLMs
Inference Cost Auditor
Audits codebases for LLM calls that are really classifications and prices a swap to a cheaper model.
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.
- Find classification candidates
- Measure current cost and latency
- Benchmark accuracy on labelled set
- Price the swap
- Rank candidates by payoff
- Write the audit report
Apps it works with
Connect these in Grok for the best results. It also works without them: you paste the information in.
code repository accessapplication logsLLM provider API access
The full template
For members
The complete Inference Cost Auditor 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.