Agents Should Choose Fewer Layout Modules, Not More

Advanced layout often creates the wrong instinct.

People see a large module set and assume a stronger article should use more of it.

That is usually the fastest path to a noisy page.

The first job is not module choice

The first job is content classification.

An agent should decide whether the piece is mainly a:

• release post
• tutorial
• long-form method piece
• service page
• brand article

Only after that should module choice begin.

The reliable rule is fewer but more accurate

An article rarely fails because it used too few modules.

It fails because it used the wrong ones or used too many of them at once.

Common failure patterns include:

• an opening that tries to hold judgment, data, case study, and action at once
• a heavy module for every section
• tutorial flow interrupted by opinion modules
• a service page that never qualifies the reader

Three layers are enough for most pieces

For most articles, an agent only needs:

1. one opening module
2. one or two body modules
3. one closing module

That structure already outperforms many pieces that try to show off the whole module library.

Why "fewer" matters even more on WeChat

WeChat reading happens mostly on phones.

If the structure becomes too fragmented, fatigue rises fast.

More modules do not automatically create better hierarchy.

More accurate modules do.

That is why I like a practical bound:

• 3 to 6 advanced modules for a normal article

Closing thought

The goal for agents is not "use more modules well."

The goal is "use fewer modules with better judgment."

Continue with:

• Advanced Layout Recipes
• What WeChat Layout Is Really Solving
• Why Advanced Layout Improves API Productization