Quality standards and guardrails

Problem

As more contributors add semantic detectors, profile statistics, and inspector template sections, there are no enforced standards for what constitutes acceptable output quality. A new detector might be added with no confidence threshold, producing low-quality type labels that pollute the profile. A new template section might render inconsistently across themes, or omit null-state handling. Without defined quality standards — covering semantic detection accuracy thresholds, confidence minimums for display, template rendering requirements, and test coverage expectations — the inspector experience will degrade as the contributor base grows, producing inconsistent and unreliable profiles that undermine analyst trust.

Context

Possible Solutions

Plan

Implementation Progress

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