Guide outlines how to avoid cargo-cult prompting by using first principles

1. Decompose complex domains into first principles before prompting an LLM.
2. Ablate your own prompting frameworks regularly to test if they are actually necessary.
3. Match the level of constraint in your prompts to your current stage of work.
4. Design and adjust the system environment and context before assuming a model is failing.