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feat: add run intelligence and cost observatory CLI#195

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claytonlin1110 wants to merge 3 commits into
llmsresearch:mainfrom
claytonlin1110:feat/run-analytics-observatory
Open

feat: add run intelligence and cost observatory CLI#195
claytonlin1110 wants to merge 3 commits into
llmsresearch:mainfrom
claytonlin1110:feat/run-analytics-observatory

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@claytonlin1110
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Summary

Why

Manual inspection of run artifacts is slow and error-prone. This adds a centralized, low-conflict analytics surface to track reliability, latency, and cost trends across runs/batches/orchestrations without modifying generation internals.

Scope

  • New files:
    • paperbanana/analytics/__init__.py
    • paperbanana/analytics/models.py
    • paperbanana/analytics/loader.py
    • paperbanana/analytics/aggregates.py
    • paperbanana/analytics/reporting.py
    • tests/test_analytics.py
  • Updated file:
    • paperbanana/cli.py (new analytics command)

@claytonlin1110
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@dippatel1994 Would you please review?

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[Feature]: Add Run Intelligence & Cost Observatory (low-conflict analytics module)

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