4.09[BONUS]
Client checks, the mistakes it can actually catch
Ask it whether its own work is good and it will tell you it is.
Anthropic, who make Claude, found that agents asked to judge their own work tend to praise it, even when the quality is obviously mediocre to a person reading it.
A question with a yes or no answer is different, because there is nothing to argue about, so it can check its own work against it as many times as it takes.
A judgement
It marks its own work, and passes it.
A yes or no
It looks, and catches it.
So write the mistake you would least want a client to see as a yes or no question.
“Make sure it is professional” is a judgement, while “no other client’s name appears in this” can actually be checked.
A few of these sit in the top brief and run on anything going to a client, and a check that only matters for one job goes in that job’s skill, which stage six builds.
Paste this into a chat with your ecosystem folder open.
It asks which mistakes would cost you, writes the checks into your standing rules and runs them on the last thing it wrote for a client.
Whether the work is any good stays your call, because that judgement is what your clients pay you for.
The finding is from Anthropic’s engineering team, Harness design for long-running application development, March 2026, which notes the problem is worst on subjective work, where there is no yes or no check to run.