Turn Any Tutorial Video Into a Step-by-Step AI Checklist (4-Prompt Workflow)

Last Verified: September 2026 — Quick-scan cheat sheet: copy a prompt, fill the brackets, go

You watch a 20-minute tutorial, nod along, and five minutes later can’t remember the order of the steps. Rewatching isn’t the fix. Turning the transcript into a checklist once is. This is a four-prompt chain: extract, sharpen, add failure points, and make it reusable.

Cheat Sheet at a Glance

The Prompts

Prompt 1: Extract the actionable steps

Use it for: Right after pasting the transcript.

Here is a transcript of a tutorial: [paste transcript]. Extract only the actionable steps in the exact order they should be performed, numbered, one sentence each. Skip explanations, tangents, and sponsor segments.

Prompt 2: Make vague steps precise

Use it for: When steps say things like “configure the settings”.

Some of these steps are vague. Rewrite each one to be specific enough that someone with no prior context could follow it exactly. If the transcript doesn't say, write [not specified in video] instead of guessing.

Why it works: The “not specified” rule keeps the AI from inventing settings the video never mentioned.

Prompt 3: Add what could go wrong

Use it for: Before you actually do the task.

For this checklist, add a short section after each stage listing the most likely mistake someone would make and how to catch it.

Prompt 4: Turn it into a reusable template

Use it for: For workflows you’ll repeat.

Make a version of this checklist with blanks in place of the specific values used in the video (names, numbers, file paths), so I can reuse it next time with different inputs.

Getting the Transcript

On desktop YouTube, expand the description and click Show transcript. Turn off timestamps from the transcript panel’s menu if you can, then select and copy the text. Timestamps aren’t harmful, but they waste space in long videos.

If you do this often, yt-dlp can save the captions as a file without downloading the video:

yt-dlp --skip-download --write-auto-subs --sub-langs en "https://www.youtube.com/watch?v=VIDEO_ID"

Use --write-subs instead of --write-auto-subs when the creator uploaded their own captions; those are usually more accurate. Either way, it’s for your personal notes. Respect the creator’s work and don’t republish their content.

Worked Example: A Setup Tutorial

Here’s a trimmed piece of a typical transcript, from a video about setting up SSH keys for GitHub:

“…so first thing, open your terminal, and we’re going to generate a key, I like ed25519, it’s just better honestly, so type ssh-keygen dash t ed25519 and then your email… hit enter a couple times, you can set a passphrase, I usually do… then we need to add it to the agent, and then over in GitHub go to your settings, the SSH section, and paste it in…”

After Prompt 1 and Prompt 2, the same material reads like this:

1. Open a terminal.
2. Run: ssh-keygen -t ed25519 -C "you@example.com"
3. Press Enter to accept the default file location.
4. Enter a passphrase when asked (recommended).
5. Add the key to the SSH agent. [exact command not specified in video]
6. In GitHub, open Settings > SSH and GPG keys > New SSH key.
7. Paste the public key. [how to copy it not specified in video]

The two [not specified in video] markers are the most useful part. They show exactly where the video skipped something, so you know to look it up instead of discovering the gap halfway through. Prompt 3 then adds the classic failure point: pasting the private key instead of the .pub file.

Bonus Prompt: Turn It Into a Script

For command-line tutorials, a checklist can become a script you run step by step. Only do this after you’ve read the checklist and filled the gaps:

Turn this checklist into a bash script. Print each step before running it and pause for Enter between steps. Don't include any command that deletes or overwrites files without asking me first. Where the checklist says [not specified], stop and print a TODO instead of guessing.

If you use Claude Code, you can go one step further and save a finished checklist as a Skill, so the steps load whenever you ask for that task. Our Skill setup guide shows the file format.

Common Mistakes to Avoid

• Trusting auto-generated captions blindly. Auto captions mishear product names and numbers. Spot-check the steps that include them.
• Skipping Prompt 2. The extracted steps often read fine until you’re mid-task. Sharpen them before you need them.

Q&A

Related Guides

• Ready-made work prompts (RTFC framework)
• The RTFC prompt framework