Example frame 1Example frame 2Example frame 3Example frame 4
Script structure

Constraints to tailored answer

Give an agent real-world constraints, let it reason against them, and judge the result by those constraints.

16posts in the library2apps running it58.1Kbest post · ChatGPT

The four frames are the beats of that post — ChatGPT’s biggest, 58.1K views. Open the post →

The skeleton4 beats, in order · the frames are from the best post
1
Name the generic solution's failure

2
Provide concrete constraints

3
Show reasoning or clarification

4
Evaluate the returned result

Why it works

Specific constraints make the returned answer easier to assess.

How it fails

An unconstrained agent demo or output without a visible constraint-based test is insufficient.

The playbooks it groups2 playbooks · reviewed 2026-09-22

Every video in these playbooks counts toward the 16 posts. A video in more than one playbook is counted once.

ChatGPT · Deep Research delegation · 11 posts

A constrained brief is clarified, researched against visible sources, and judged through the resulting report and time comparison.

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Mindtrip · Give the flight agent the annoying constraints · 5 posts

Concrete flight constraints are supplied to an agent and the returned fares are judged against them.

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The posts that run it16 in the library · the eight biggest
Who gets paid in these posts
program 1 · 15 unknown
Who films it2 apps · the 36 with the most posts
Other structures