SkillOrbit

SmartReco 2026 · Judge mode

Run the full SkillOrbit story in under three minutes.

Guided demo for judges: semantic discovery, live behavioral signals, grounded LangGraph recommendations, and Mesh observability — no mock data.

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Guided steps

  1. 1
    Semantic discovery Search the public catalog — Qdrant retrieval, not keyword-only.
  2. 2
    Build signals Open two resources, dwell, bookmark one. Events batch silently.
  3. 3
    Learner dashboard Interest radar, live activity feed, and path health intelligence.
  4. 4
    Generate grounded path LangGraph pipeline: analyze → retrieve → evaluate → moderate → generate.
  5. 5
    Show observability Qdrant scores, stage timings, and Mesh trace ID for judges.
  6. 6
    Refresh + diff Change behavior, refresh path, read Why it changed + causality timeline.