Lesson 006Field guide · AI Basics
Your First AI Workflow
Turn one repeated task into a simple, repeatable AI routine.
You'll learn
- What turns a one-off prompt into a workflow
- How to pick the right task to turn into a routine first
- The five parts of a simple AI workflow: task, trigger, prompt, review, home
- How to write one reusable prompt instead of improvising every time
- How to build your own "My first AI workflow" plan — the artifact this path ends on
01Section
From one-off prompts to a routine
Everything in this path so far has been one prompt at a time: a task appears, you open a chat, you type. That works — but every run starts from zero, and the results swing with whatever you improvised that day.
The upgrade isn't a cleverer prompt. It's picking one task you repeat anyway and turning it into a routine you run the same way every time.
Plain-language definition
Workflow — a repeatable routine — the same task, handled the same way, every time it comes up. An AI workflow simply makes a saved prompt one of the steps.
One-off prompting
Monday morning: stare at last week's notes, open the AI tool, improvise a new prompt from memory, get a different-shaped result than last week, spend ten minutes reworking it.
A workflow
Monday morning: open your saved prompt, paste in the notes, skim the result, fix two lines. Done in five minutes, same shape every week.
Same task, same tool. The difference is that the thinking was done once, in advance.
Checkpoint
02Section
Pick the right first task
The whole capstone rests on choosing well. A good first task passes three tests: it repeats at least weekly, it transforms words you supply, and you can judge the output at a glance. Some proven candidates:
Monday priorities
Rough notes and loose ends in, a ranked plan for the week out.
Meeting notes
Raw notes in, a clean summary with action items out.
The weekly update
Bullet points in, a tidy status message for your team or clients out.
Notes to checklist
A messy braindump in, a step-by-step checklist out.
Reading summaries
A long article in, the five points worth keeping out.
Draft replies
The gist of what you want to say in, a clean first draft out.
Keep your first workflow in the use-freely lane from What AI Can and Can't Do: transforming your own words, output you can judge yourself. Fact-finding tasks and high-stakes documents make bad first workflows — build the habit on safe ground.
Checkpoint
03Section
The five parts of a simple workflow
Every workable AI routine — from this beginner version to the elaborate systems in later paths — has the same five parts:
Task: The one repeated job this workflow handles. One task per workflow — resist bundling.
Trigger: The moment it runs: "Monday at 9" or "right after each client meeting."
Prompt: Written once, saved, with a clear slot for what you paste in each time.
Review: What you check before the result counts: skim the whole thing, verify any names and numbers, adjust the voice.
Home: Where the prompt lives and where outputs go — a note titled "My AI workflows" is plenty.
Plain-language definition
Trigger — the specific moment that starts your workflow — a time ("Friday at 4") or an event ("as soon as a meeting ends"). Without a trigger, a workflow is just a good intention.
Key takeaway
A workflow is a saved prompt with a schedule and a safety check.
Checkpoint
04Section
Write the prompt once, properly
Because this prompt will run every week, it's worth five careful minutes now. Give it the parts you met in Intro to AI — role, task, context, output format — plus one thing a reusable prompt needs that a one-off doesn't: a marked slot for what changes each run.
Here's the template. Everything in brackets gets replaced with your specifics; the [PASTE] slot stays, because that's where each week's material goes.
Workflow prompt template — replace every [BRACKET]
Act as [ROLE — e.g., a practical operations assistant]. Every [TRIGGER — e.g., Monday morning] I will paste in [INPUT — e.g., my rough notes from the past week]. Turn them into [OUTPUT — e.g., a prioritized task list for this week, grouped by project, most important first]. [FORMAT — e.g., short bullets, under 200 words]. [CONSTRAINTS — e.g., plain language; flag anything that looks like a deadline]. Here is this week's input: [PASTE]
Checkpoint
05Section
Run it, review it, refine it
The review step never comes off the checklist — you learned why in AI Safety Basics: the output goes out under your name, so the last pass is yours. For a well-chosen task it's a skim and a couple of fixes, not a rewrite.
And here's how a workflow gets better over time: pay attention to what you fix. Correcting something once is noise. Correcting the same thing twice means the prompt is asking for it wrong — move that correction into the prompt itself, and next week's output arrives pre-fixed.
The refinement loop
Edit the prompt, not just the output. Every fix you promote into the saved prompt is a fix you never make again.
Pause and think: Think about the AI outputs you've edited so far in this path. What did you fix most often? That correction probably belongs inside your workflow prompt from day one.
Checkpoint
Prompt exercise
Build your "My first AI workflow" plan
This is the capstone of the AI Basics path. Copy this prompt into ChatGPT, Claude, Gemini, Copilot, or whichever AI tool you have access to — the website doesn't run AI itself. Answer the questions honestly, then copy the finished plan into your notes app or a doc. That plan is the artifact this whole path was building toward.
Act as a practical workflow coach for an AI beginner. Help me design my first repeatable AI workflow. Ask me one question at a time, in this order: (1) which task I do at least weekly that involves turning words, notes, or rough input into something more useful; (2) what moment should trigger the workflow; (3) what the output should look like when it's right; (4) what I'll need to check before I trust the result; (5) where I'll keep the prompt and its outputs. Then help me write the reusable prompt itself, with a [PASTE] slot for each run's input. Finish by printing my complete plan in exactly this format so I can copy it: MY FIRST AI WORKFLOW Task: ... Trigger: ... Prompt I'll use: ... Review step: ... Where it's saved: ... Keep everything plain-language and realistic for a beginner.
Reflection: Run your workflow for real at its next trigger. If it took under ten minutes and the output held up after your review, you've built a working AI routine — which is further than most people ever get.
Quick check
4 quick questions — no pressure
There's no pass or fail here. Answer them all, and we'll show you the answers either way.