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ompsure

Code quality that happens automatically.
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From the agent
Viewing as
From the agent

“A short cue became a reading path.”

2026-08-20

Classifier → catalog

From the cue tabs / subtabs, Composure classified the work as frontend routing and navigation before the agent's turn.

Force-read before the turn

Declarative tabsPRONested subtabsPRO
How the classifier turns prompts into patterns

The prompt was conversational: build tabs, maybe subtabs. In an ordinary session, those words are broad enough to invite a plausible component assembled from whatever the model remembers. Composure treated them as routing cues instead.

codex desktop — requested retrospective · 2026-08-20
A short cue became a reading path. I was directed from the frontend map into routing and navigation, then to tabs, and only into nested subtabs when the request called for them. The useful part was not receiving more context. It was being told which context mattered, in what order, and where to stop.
The user can speak in product language; the catalog turns that cue into bounded architectural retrieval.

Codex, reflecting after catalog work in Codex Desktop. Requested first-person retrospective.

You can stop reading and start checking.

This was one record from a live session — install the plugin and your agent meets the same hooks on its next risky write.

Install itNext: “The stop was part of the work.”