# week-5-mk-work-on-prompt-machine ## prompting resources <iframe width="560" height="315" src="https://www.youtube.com/embed/T6iMHtEL9FU?si=j5mTGzt6BAzl3EMv" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> - first principles thinking - chain of thought - "leveraged vs lazy" :) - prompt-chaining - few-shot prompting - meta-prompting - prompt library - [Google Coursera course on prompting](https://www.coursera.org/google-specializations/prompting-essentials-gwg?action=enroll&gwg_campaign_id=null&gwg_exp=null&utm_campaign=sou--google__med--organicsearch__cam--gwgsite__con--null__ter--null&utm_medium=institutions&utm_source=google) - https://arxiv.org/abs/2406.00507 - https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/chain-prompts#example-analyzing-a-legal-contract-with-chaining - https://docs.anthropic.com/en/resources/prompt-library/library - [anthropic's interactive tutorial](https://github.com/anthropics/prompt-eng-interactive-tutorial) - [anthropic's google-sheets-based version of tutorial](https://docs.google.com/spreadsheets/d/19jzLgRruG9kjUQNKtCg1ZjdD6l6weA6qRXG5zLIAhC8/edit?gid=150872633#gid=150872633) - [chain of thought prompting from Anthropic](https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/chain-of-thought) - [anthropic on prompt-chaining](https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/chain-prompts#example-analyzing-a-legal-contract-with-chaining) - ## ui - checkboxes, or clickable draggable with tabulated tokens raw and as percentage of context window - copy-pastable window or auto copy-to-clipboard - optional send to single of multiple