partly or unimplemented features - now implemented

docs/features/unchecked/libraries/advisory-lens.md

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+# Advisory Lens (Core Library and UI)
+
+## Status
+NOT_FOUND
+
+## Description
+Proposed contextual copilot that learns from organizational data to surface explainable suggestions. Includes:
+- **Core library**: Semantic case matching engine (`StellaOps.AdvisoryLens`)
+- **UI components**: "Top 3 Suggestions Today" Lens Panel, inline hints, playbook drawer with dry-run preview
+
+Not yet created; sprint tasks all at TODO status.
+
+## Why Not Implemented
+- No `StellaOps.AdvisoryLens` library found under `src/__Libraries/` or anywhere in `src/`
+- No dedicated "Lens Panel", "Top 3 Suggestions", inline hint system, or playbook drawer components found in `src/Web/`
+- The AdvisoryAI module (`src/AdvisoryAI/`) provides AI-powered explanation generation (evidence-anchored explanations, replay, prompt templates) but does not implement the "Advisory Lens" semantic case-matching copilot concept
+- The Web UI has AI components (`src/Web/StellaOps.Web/src/app/shared/components/ai/`) including Ask Stella and AI explanation chips, but these are a different UX pattern from the Advisory Lens concept
+- Likely deferred to a future phase; the AdvisoryAI module may serve as foundation for eventual Advisory Lens work
+
+## Source
+- Feature matrix scan
+
+## Notes
+- Module: __Libraries
+- Modules referenced: `(planned for src/__Libraries/StellaOps.AdvisoryLens, src/Web)`
+- Related existing code: `src/AdvisoryAI/` (explanation generation), `src/Web/.../shared/components/ai/` (AI chips, Ask Stella)