---
# System prepended metadata

title: week-5-mk-work-on-prompt-machine

---

# 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