feat(frontend): refine recursive sub-clustering workflow#31
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Add optional point_ids field to SubClusterRequest for recursive sub-clustering by arbitrary point sets. Add SuggestKRequest, SuggestKScoreEntry, and SuggestKResponse models for silhouette-based optimal k recommendation. Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
Add POST /{job_id}/sub-cluster endpoint that accepts point_ids for recursive sub-clustering of arbitrary point sets. Add POST /{job_id}/suggest-k endpoint with silhouette score analysis for optimal cluster count recommendation. Include 5 new tests covering both endpoints.
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)
Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
Add DrillLevel, SuggestKRequest, SuggestKScoreEntry, and SuggestKResponse types. Add point_ids field to SubClusterRequest. Add subClusterByPointIds() and suggestK() API functions for recursive drill-down and optimal k suggestion. Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
Add drillPath, subClusterColorMap, and isLoadingDrill state to Zustand store. Implement drillInto, navigateDrill, resetDrill actions for recursive drill navigation. Add buildColorMap helper and isolateCluster action for Ctrl/Cmd+click cluster isolation. Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
Update ParticleCloud, InstancedSpheres, and ImageSpriteCloud to read drill state from store. When drilling, recolor points by sub-cluster assignment and dim non-drilled clusters to 15% opacity. Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
Create DrillBreadcrumb component with clickable path segments and Escape key navigation. Rewrite ClusterLegend with explicit drill-down buttons (chevron icons) replacing double-click, and sub-cluster legend view for drilled state. Add CameraZoom to ScatterPlot for auto-zooming to drilled cluster bounding box. Add suggest-k button to ClusterDetailDrawer. Wire resetDrill cleanup in PlotPage. Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
Add 3 Playwright E2E tests: drill into cluster via chevron button, verify breadcrumb navigation back to all clusters, and verify sub-cluster legend displays during drill mode. Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
…gend drill buttons - Rewrite ClusterDetailDrawer with k-slider, suggest-k, and compute button - Simplify ClusterLegend to display-only (no drill buttons or handlers) - Delete SubClusterView (mini 3D plot no longer needed) - Update E2E drill tests to use drawer compute flow
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode) Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
Tests Report 📄Tests Succees ✅JUnit Details
Coverage Details (96% >= 90%) ✅Diff Cover Details
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Summary
Test Plan