Learn AI Curriculum Cookbook

Reference · paste & adapt

Cookbook

Starter prompts grouped by goal. Work in any major chat / coding / cloud-agent tool. Pick the closest, paste into your tool of choice, fill the brackets, send.

Write & think

Turn rough notes into a polished email

Any chat app

You'll get: An email draft + a subject line + two alternatives

Here are my rough notes for an email. Produce three things:
1) A clean version in a warm but direct tone — no corporate puffery.
2) A one-sentence subject line.
3) Two alternatives — shorter and more formal — so I can pick.
Ask one clarifying question if anything is unclear.

Notes:
[paste here]

Summarize a long document in three lengths

Any chat app

You'll get: TL;DR + paragraph + bulleted breakdown

Summarize the attached document at three lengths so I can pick:
- one-sentence TL;DR
- one-paragraph summary
- bulleted breakdown of the most important 5–8 points
Keep numbers and proper nouns exact.

Turn a transcript into action items

Any chat app

You'll get: Owners, due dates, blockers

Read the attached meeting transcript and extract: (a) decisions made, (b) action items with owner + due date if mentioned, (c) any blockers. Format as three short markdown sections.

Make a web thing

A one-page portfolio

Chat artifact or UI generator

You'll get: Self-contained HTML page

Build a single-page website. Self-contained HTML (style and JS inline, no external files).
Purpose: a one-page "what I'm working on" portfolio.
Sections: short intro, three projects with title + one-line description, a contact link.
Style: warm, minimal, generous whitespace, serif headings. Works offline, no external assets.

A pricing page (three tiers)

Any UI generator (v0, Lovable, Bolt, Claude Design)

You'll get: Production-ready React/HTML

A pricing page with three tiers: Starter (free), Pro ($12/mo), Team ($29/seat).
Visual style: modern, warm, generous whitespace. Pro tier highlighted as recommended.
Each card: name, price, 3 features, CTA button. Mobile-responsive, single column on small screens.

A landing page hero you can ship today

Any UI generator (v0, Lovable, Bolt, Claude Design)

You'll get: Hero section + a CTA

Build a hero section for a product called [name] that does [one-sentence description].
Audience: [who].
Tone: [pick: playful / serious / premium / retro].
Include: headline (max 8 words), supporting subhead, primary CTA button, secondary link. Above the fold on a laptop.

Code & build

Add a feature to an existing project

Any coding CLI (Cursor, Claude Code, Codex, aider)

You'll get: Working code in your repo

I want to add a [feature] to my project. Before writing any code:
1) Read the relevant files and tell me which ones you'd change.
2) Propose a one-paragraph plan.
3) List any risks or open questions.
Then wait for my OK before editing.

Fix a failing build / test

Any coding CLI (Cursor, Claude Code, Codex, aider)

You'll get: Green build, diagnosis explained

The build is failing with the error below. Read the relevant files, find the root cause, and propose a fix. If there are multiple possible causes, list them and recommend which to try first.

Error:
[paste here]

Write a small CLI to automate a chore

Any coding CLI (Cursor, Claude Code, Codex, aider)

You'll get: A working script

Write a Python script `[name].py` that:
- Takes [inputs] as arguments.
- Does [the thing].
- Prints what it's about to do and asks for confirmation before any destructive change.
Then run it against a tiny sample I can `mkdir`/`touch` into existence as a sanity check.

Delegate at scale

Tiny refactor across the codebase

Any cloud agent (Devin, Cowork, Copilot Workspace)

You'll get: A PR you can merge

Repo: [repo].
Goal: rename `oldName` to `newName` everywhere it appears, including imports, exports, tests, and docs. Don't touch comments that reference the old behavior.
Verify by running the existing test suite. Open a PR when green.

Dependency bump pass

Any cloud agent (Devin, Cowork, Copilot Workspace)

You'll get: PR with deps updated + tests green

Repo: [repo].
Bump all dependencies to their latest minor version. Run the test suite. If any tests break, stop and open a draft PR explaining what broke. If they pass, open a normal PR.

Run an open-source agent

Install Hermes Agent and give it a task

Hermes (Nous Research)

You'll get: A persistent background assistant

(Run in Claude Code)
/plugin marketplace add sypsyp97/claude-hermes
/plugin install claude-hermes@claude-hermes
/claude-hermes:start

Then send Hermes:
"Every weekday at 9am, read my Linear inbox and draft three follow-up replies for me to review."

Quick aider session

aider

You'll get: Terminal pair-programming

(Run in terminal)
pip install aider-chat
export ANTHROPIC_API_KEY=sk-ant-…
cd my-project
aider --model sonnet

Then describe the change you want and aider edits the files + commits to git.