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JevMade field notes / Architecture and workflow guide

vibecheck

A browser-extension guide for classifying social posts with custom rubrics, retries, cost controls, and explicit caveats.

Original by RafalWilinskiClassificationRepository README and documentationSource reviewed

Before you dive in

What you’ll find in the original

  1. Let users edit the rubric while keeping its output to a bounded classification contract.
  2. Honor Retry-After and exponential backoff for transient service limits instead of immediately repeating calls.
  3. Account for per-analysis API cost, client-side key storage, and the single-frame limit for video and GIFs.
Worth knowing

Behavior and measurements are reported by the repository authors; source and critical implementation were inspected but not executed.