Improve search and advisory UX flows
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## Active Sprint Links
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- `docs/implplan/SPRINT_20260221_041_FE_prealpha_ia_ops_setup_rewire.md`
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- `docs/implplan/SPRINT_20260306_001_Web_contextual_search_suggestions.md`
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- `docs/implplan/SPRINT_20260306_002_FE_search_advisory_quality_ux.md`
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## Delivery Tasks
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- [DONE] 041-T1 Root IA/nav rewrite (Mission Control + Ops + Setup)
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- [DONE] WEB-CTX-003 FE -> AdvisoryAI ambient payload activation
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- [DOING] WEB-CTX-005 Context-aware suggestion UX updates
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- [DOING] WEB-CTX-007 Docs sync and rollout plan
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- [DONE] WEB-CTX-005A Playwright exhaustive query matrix (>1000 query types)
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- [DONE] FE-UX-001 Search context rail and explainable chips
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- [DONE] FE-UX-002 Search/AdvisoryAI shared mode switch (`Find` / `Explain` / `Act`)
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- [DONE] FE-UX-003 Zero-result rescue and reformulation UX
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- [DONE] FE-UX-004 AdvisoryAI evidence-first next-step cards
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- [DONE] FE-UX-005 Docs sync and rollout notes for search/advisory quality UX
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- [DONE] WEB-CTX-E2E Playwright coverage for contextual suggestions + ambient last-action payload
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- [DONE] FE-UX-E2E Playwright coverage for mode switching, rescue flows, and AdvisoryAI next-step cards
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- [DONE] WEB-CTX-NONOBVIOUS Strategic non-obvious suggestion recipes (cross-domain + action-aware)
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- [DOING] FE-QA-LOOP-001 Web-only Playwright full-iteration loop at stella-ops.local (fresh route/action evidence, triage, fix, retest)
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