Prompts, loops and graphs: map your work for Claude
A prompt gets you one answer. A loop gets one job done right. A graph runs a whole process every
week without you checking in. This template shows which one each task needs, and how to map a weekly
process box by box, with the rules for when Claude retries, stops or asks you.
Works with any Claude plan. No code needed: a pen, this page and one Claude chat.
Step 1: know the three levels
Each level runs inside the next one. Prompts never go away, they just stop being the whole plan.
LEVEL 1
Prompt
You tell the AI what to do and it answers once. You read it and decide what happens next.
Use it for: a one time task. Rewrite this email, summarize this contract.
LEVEL 2
Loop
The AI does the work, checks the result against a rule, and fixes whatever failed. It repeats until it passes.
Use it for: one job you can mark pass or fail. A post under 150 words with one call to action.
LEVEL 3
Graph
A map of the whole process. Every step is a box, and the arrows are the rules for moving on, retrying, stopping or asking you.
Use it for: a process with several steps you repeat every week.
Which one does this task need?
ASK YOURSELF
IF YES
EXAMPLE
Will I only do this once?
Prompt
Write a reply to this one angry review.
Can I write a pass or fail rule for the result?
Loop
Every product description under 80 words, with the price and one benefit.
Does it have several steps and come back every week?
Graph
Collect the week's wins, write the newsletter, check it, get my OK, schedule it.
Step 2: map your process (the template)
Print this page. Pick one process you repeat every week and fill one box per step. Five boxes is plenty to start.
Passed: move to the next boxFailed the check: retry (set a limit)Needs a human call: ask me, then continueCannot be fixed: stop and tell me why
One card per box
The arrows only work if every box answers these six questions. Fill a card for each one.
QUESTION
BOX 1
BOX 2
BOX 3
BOX 4
THE STEP what gets done
NEEDS files, info, access
DONE WHEN the pass or fail rule
RETRY WHEN and how many times
ASK ME WHEN money, customers, taste
STOP WHEN it cannot be fixed
THREE RULES FOR GOOD BOXESOne job per box: if a box needs two "done when" rules, split it.
A real check: "looks good" is not a rule; "under 300 words with one link" is.
Always a retry limit: three tries, then ask you. A loop with no limit never ends.
A filled example: the weekly customer email
A small business that sends one email to its customers every Friday. Five boxes, every rule written down.
BOX
DONE WHEN
RETRY WHEN
ASK ME WHEN
STOP WHEN
1 Gather
3 items: a customer win, a tip, one piece of news
Fewer than 3, look again in my notes
Never
Notes folder is empty
2 Draft
A full email with subject line exists
Box 3 sends it back
Never
3 failed checks
3 Check
Under 300 words, one link, one call to action, no claim missing from my notes
Any rule fails, back to box 2
A fact it cannot confirm
Never
4 Approve
I reply OK
I ask for changes, back to box 2
Always: it mentions customers and prices
No answer by Friday 8 AM
5 Schedule
Scheduled for Friday 9 AM in my email tool
Tool error, try once more
Never
Second error
THE PART MOST PEOPLE MISS
A graph is not a smarter prompt. It is your process written down so clearly that each box can run on
its own. Inside every box there is still a prompt, and often a loop that checks the work before the
arrow moves on. Map the process first, then write the prompts.
WHERE THE PROMPTS AND LOOPS LIVE
Box 2 is a prompt ("write this week's email from these three items, in my voice"). Boxes 2 and 3 together
are a loop: draft, check, fix, up to three times. The whole page is the graph. Box 4 is the only place you
spend time, and only because the graph says money and customers need a human.
Step 3: let Claude map it with you
Do not know where the boxes go? Paste this into a new Claude chat. It interviews you and fills the cards for you.
PROMPT 1: MAP MY PROCESSCOPY EVERYTHING IN THIS BOX
I want to turn one of my weekly processes into a workflow graph: every step is a box, and the arrows are the rules for moving on, retrying, stopping or asking me.
The process: [NAME IT, e.g. the Friday customer email]
How I do it today: [DESCRIBE IT IN A FEW SENTENCES]
Interview me one question at a time until you can fill a card for every box with:
1. The step (one job only)
2. What it needs (files, info, access)
3. Done when (a pass or fail rule, never "looks good")
4. Retry when (and a limit, 3 tries at most)
5. Ask me when (anything about money, customers or taste)
6. Stop when (what cannot be fixed)
Then give me the cards as a table, and tell me which boxes are a simple prompt and which need a loop that checks its own work. Finish with the whole graph as a Mermaid flowchart.
PROMPT 2: RUN ONE BOX AS A LOOPPASTE IT FOR ANY BOX WITH A CHECK
Do this step: [THE STEP]
Using: [PASTE OR ATTACH WHAT IT NEEDS]
Done when: [THE PASS OR FAIL RULE]
After each attempt, check the result against the rule line by line and show me the check. If it fails, fix only what failed and check again. Stop after 3 attempts. If it still fails, or if you hit anything about [MONEY, CUSTOMERS, PRICES], stop and ask me instead of guessing.
What to do in the next hour
TIME
DO THIS
WHAT YOU GET
10 min
List the tasks you did this week and mark each one prompt, loop or graph (page 1)
You know where to start
20 min
Pick the one graph that eats the most time and run Prompt 1
A filled card for every box
10 min
Paste the Mermaid code into mermaid.live to see the map
A picture of your process to print
20 min
Run the box with the clearest check using Prompt 2
Your first loop, working
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