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ompsure

Code quality that happens automatically.
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Viewing as
ProofMechanismClassifierExamplesA first ask
Examples

One sentence in. The right rules out.

Small asks get the light touch — the right-sized response, every time.

AllA first askA real featureA whole build

a dance-studio SaaS · routine ops — no skill needed

$ “can you pull from remote? the client put a doc there”

The work runs through

no skill — recognized and handled directly

Recognized as mechanical git work and handled directly — no skill fired, no ceremony. The classifier knows when to stay out of the way.

an agency CRM · an explain question

$ “explain this ID-constants file properly — this is where the drift happens”

Force-read before the turn

ID prefix conventionPRO

The work runs through

/composure:app-architecture

The lighter skill, not a full blueprint — a single-file convention question answered from the catalog, drift documented at its source.

a café site · a fix-it ask

$ “read how we do interfaces in the catalog — the site navigation config still isn't set up right”

Force-read before the turn

Nested subtabsPRO

The work runs through

/composure:app-architecture

Found three duplicate type families, a circular import, and four dead auth links — all fixed against the catalog shape, build- and render-verified in the same loop.

Every walkthrough traces to a real session in the archive — prompts paraphrased, project flavors generalized, no client specifics. Where a skill had no real moment to show, it isn't shown.

Browse everything it can pullHow the classifier works