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v1.4.16 phase B5e: ship the `/admin/ai-quality` route that surfaces
the daily aggregator's helpful-rate per (severity x metricSourceType
x provider x prompt-version) bucket. Renders as a compact 7-column
table with severity tinted by clinical-importance colour and the
helpful-rate column tinted green/yellow/orange by 0.8/0.5
thresholds.
New endpoint `GET /api/admin/ai-quality` (requireAdmin-gated) returns
the raw `AppSettings.adminAiInsightsFeedbackSummary` blob so the
v1.4.17 ratchet that consumes the same shape for prompt-tuning can
read what the worker writes without an envelope-reshape step.
Empty state ("no summary yet" / "buckets[] is empty") rendered as a
quiet message rather than a fake zero row so the operator can tell
"no feedback" apart from "all-zeros". Loading + error banners follow
the existing host-metrics pattern.
Section wiring:
- new `ai-quality` slug in ADMIN_SECTION_SLUGS (between
integrations and feedback so the IA flows General → Integrations
→ AI Quality → Feedback Inbox)
- new Sparkles icon entry in admin-shell
- new switch case in [section]/renderer.tsx
- EN+DE i18n keys: admin.section.ai-quality.{title,subtitle} +
admin.aiQuality.{title,loading,loadError,empty,windowLabel,
generatedAtLabel,col*}
Tests:
- 5 new ai-quality-section tests (loading, empty-null, empty-buckets,
table-render with multiple buckets, error)
- 1 admin-sections smoke test ensures the empty branch renders +
1 slug-list parity test
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>