The practical AI field guide / 01

Same brain.
Different
effort.

Claude’s effort levels, explained simply. When to turn the dial up, when to turn it down, and why more isn’t always better.

Find the right level ↗
LOWMAXGive the task what it needs.

More work can help.
Unnecessary work can wait.

THE IDEA IN ONE LINE
Effort changes how much work Claude puts into the task before coming back to you.
01

Think of a LEGO house.

Same builder. Same instructions. A different amount of time and room to work.

“Make a first version.”

For a simple house, you want something you can see, react to, and change together. Low effort can be a great fit.

“Make sure it all holds up.”

For a complicated castle, the builder may need to test the structure and investigate weak spots. More effort has a purpose.

The model is the builder. Effort is how much work that builder is encouraged to do. Lower effort can reduce capability on difficult tasks; it isn’t just a speed switch.
02

More effort. Same result?

In one simple website redesign, the extra time barely changed the outcome.

Low effort1 min

A simple redesign

Quick enough to review and iterate.

Max effort28 min

A nearly identical result

More time doesn’t guarantee more value.

One anecdotal example from a video walkthrough, not an Anthropic benchmark or a prediction of your results. Bars compare elapsed time in that example only.

Choose the lowest effort that reliably delivers the quality you need.

03

A dial for how you work together.

Use this as a working-style analogy. Move the slider to explore all five levels.

More back-and-forth
Frequent feedback
More exploration before returning
Room for investigation

Medium

A balanced starting point for clearly defined, everyday work. Give Claude a concrete task and enough context, then review the result.

This line illustrates a collaboration style, not guaranteed behaviour. Effort is not a permission or autonomy setting. Say explicitly when Claude should ask you, and what it may change.

04

Match the effort to the job.

Practical starting points for websites, applications, and integrations. Adjust for your model and the results you observe.

What you’re doingTryWhy it fits
Change headings, colours, or spacingLowSmall, clear, and easy to review
Work together on a website designLowFast feedback helps you steer
Build a component with clear requirementsMediumSeveral steps with a defined outcome
Connect a CMS to an existing siteMediumRaise it if the integration gets tricky
Debug a Cloudflare Worker or APIHighInvestigation and edge cases matter
Check an order or payment integrationHighA hidden error can be expensive
Migrate a large WordPress site to AstroXHighMany dependencies to work through
Investigate a particularly difficult problemMax, selectivelyUse when the extra work proves useful

These are workflow suggestions, not universal model defaults. Available levels and recommended starting points vary by model.

05

Change gears as the project changes.

You don’t need the same effort for the first draft, the final checks, and every spacing tweak.

01 / EXPLORE

Build together

Low

Get a first version. React to the layout and copy.

02 / IMPLEMENT

Make it work

Medium

Connect forms, routes, content, and functionality.

03 / VERIFY

Check the details

High

Review errors, accessibility, and edge cases.

04 / POLISH

Make small tweaks

Low

Adjust headings, colours, and spacing.

Cache behaviour depends on the model and how effort is changed. Supported per-message changes can preserve the API prompt cache; changing the top-level setting can invalidate it. See the official documentation before relying on savings.

06

What does your next task need?

A quick recommendation based on your workflow. Choose the one that best describes your task.

Your starting point

Medium

A balanced place to start for everyday work with clear requirements.

Choose your main priority. This tool is a practical heuristic; your model’s guidance and measured results come first.

07

Put the choice into practice.

In Claude Code, type /effort to open a slider, or add a level to set it directly, like /effort high. Which levels you get, and the default, depend on your model.

/effort

Clear prompts first.

State the outcome, constraints, and checks you need. More effort won’t fill in every missing requirement.

Low is useful.

Try it for simple changes and quick collaboration. Give multi-part tasks an explicit checklist.

Checking earns its keep.

A task can be small and still deserve careful verification when a mistake would matter.

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