Apprentice
ChatGPT plugin by Abhishek Samar Singh · Spot repeatable LLM calls
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About Apprentice
Apprentice is a ChatGPT plugin by Abhishek Samar Singh in the Developer Tools category of the ChatGPT plugin directory. Its listing describes it as “Spot repeatable LLM calls”. It has been tracked in the directory since Oct 5, 2026.
Apprentice does not currently reach the top 10 for common Developer Tools searches in the directory, so most people find it by searching for its name.
It is not listed on a category page of the directory and appears only in search results.
Apprentice spots code that sends the same shape of request to a frontier model over and over, in a loop, a cron job or an endpoint. It shows you how to capture verified examples from calls you already make, then test whether an optimized prompt or a small fine-tuned model holds quality for less.From the plugin’s directory listing
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Apprentice: questions and answers
What does Apprentice do?
Spot repeatable LLM calls. Apprentice spots code that sends the same shape of request to a frontier model over and over, in a loop, a cron job or an endpoint. It shows you how to capture verified examples from calls you already make, then test whether an optimized prompt or a small fine-tuned model holds quality for less.
Who makes Apprentice?
Apprentice is developed by Abhishek Samar Singh.
How do I add Apprentice to ChatGPT?
Open ChatGPT, go to Plugins, search for “Apprentice” and select Install plugin. You can also open its page in the directory directly.
Is Apprentice still available in ChatGPT?
Yes. Apprentice was listed in the ChatGPT plugin directory at the latest hourly check.