Series

Schema-Shot Prompting

A working exploration of shot-based prompting and the techniques that make it perform. Starting with the problem that rules create, the series follows the development of schema-shot prompting and keeps going. This series digs into the mechanics, tests on small and frontier models, and builds out the method as it evolves.

Show, Don't Tell: Shot-Focused and Schema-Shot Prompting
How small local models taught me to write durable, compact prompts
May 25, 202617 min read
Free Your LLM to Pursue Goals, Not Follow Rules
How to choreograph LLM behavior with schema-shot prompts
May 31, 202610 min read

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