Feature

Content Taste: Review and Save Writing Preferences

Content taste in ContentOS is an optional review of writing examples. Keep or pass on styles, explain whether your reaction concerns the writing or only the topic, then edit and explicitly save the writing preferences you want to use.

Updated October 24, 2026

How does the writing review work?

The ContentOS review presents a sequence of writing examples with Keep and Pass choices. You can drag a card, use arrow keys or tap the buttons. Expand a longer example to read the whole piece before judging its style. The Undo action lets you revise the latest review choice, and Review preferences opens the summary before you finish the examples.

For each reaction, choose The writing, Only the topic or Not sure. That distinction prevents a disliked subject from being treated as a general writing preference. You might enjoy a post about customer research while disliking its exaggerated opening. You could also dislike the topic but admire its clear explanation. Choose the reason that reflects your actual reaction rather than using every pass as a style judgment.

What turns a reaction into a suggested rule?

The summary derives writing suggestions from eligible reactions. Topic-only responses, uncertain reactions and skipped examples do not become writing rules. For longer examples, a collapsed preview cannot establish a preference about an unseen body. Read the full example when you want to judge its overall structure; an opening can support a narrower opinion about a hook.

Treat each proposed rule as text to inspect. An illustrative preference might be to start with a concrete observation before offering advice. Edit that instruction until it describes the behavior you actually want. A vague preference such as making everything better gives the writer little direction. A rigid preference such as always using the same opening can also remove useful variety. Keep the rule specific enough to apply and narrow enough to question.

When are preferences saved to your account?

Card choices remain in this browser tab until you confirm a writing preference. They are stored as review progress in session storage, scoped to the signed in user and workspace. Swiping does not automatically save an account preference or train a voice. If browser storage is unavailable, the page warns that it cannot keep your progress and asks you to keep the page open.

In the summary, edit a suggested rule and choose Save preference for that rule. The server saves the explicit instruction only when content learning is enabled and the workspace is still the one you reviewed. If learning is off or cannot be verified, the summary points you to Settings before saving. Wait for the saved status so you can distinguish a proposed preference from a confirmed one.

How do you change your mind later?

Open Your saved preferences in the summary to inspect confirmed rules and remove a preference you no longer want. Undoing a card is different: it changes the review choices but does not delete a rule you already saved. The interface explains this distinction because a changed reaction and a removed account preference are separate actions. Content learning itself is controlled in Settings.

This is useful when you can recognize writing you like but struggle to describe it in a blank prompt. It complements real examples of your own writing rather than proving that a handful of cards has captured your entire voice. Declared voice rules take priority over a conflicting preference. Keep checking drafts for context, factual accuracy and whether a saved rule still fits the particular subject.

Which plans include content taste?

Availability by plan:

ContentOS: 10,000 AI generations a month per account, pooled across the subscription.
The review is optional. Saving writing rules requires content learning to be enabled; generating new content uses the applicable writing allowance.

Frequently asked questions

Will every Keep or Pass change future drafts?

No. Keep and Pass record local review choices. Eligible writing reactions can produce suggested rules, but you must edit or accept a rule and use Save preference before it becomes a saved instruction. Topic-only reactions and skips do not become writing rules, and saving requires content learning to be enabled for the workspace.

Can I try the review without completing all examples?

Yes. The review is optional and offers Review preferences before the deck is complete. You can inspect the suggestions you have, return to examples or go write a post. A demo keeps confirmations within the demo; it does not change your account. A real saved preference has its own saved status and removal control.

Try content taste on your own posts

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