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Phase 7: SDK + LLM + Tools views (forum style) #349

@CalebisGross

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@CalebisGross

Part of #339

Migrate the remaining three views:

SDK:

  • Agent stats as welcome panel, principles/strategies as collapsible forum blocks
  • Chat panel preserved (WebSocket unchanged)
  • Cost chart from charts.js

LLM:

  • Range tabs, stat cards, stacked bar chart from charts.js
  • Agent/operation tables as forum rows

Tools + Research Analytics:

  • Range tabs, charts from charts.js
  • 6 KPIs with sparklines, lifecycle chart, signal quality, recall curve
  • Cognitive agent cards, session timeline

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