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agent-convergence-scorer

by Community

CLI and Python library for lexical stability checks on repeated short agent outputs: pairwise exact agreement, token overlap, divergence point, and an order-independent score. Zero

OSS

agent-convergence-scorer

Added 16 Oct 2026

#agent-eval#ai-agents#ai-reliability#benchmark#cli#consistency#convergence#divergence
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Overview

A CLI and Python library for checking lexical stability of repeated short agent outputs. It computes pairwise exact agreement, token overlap, divergence point, and an order-independent score. Has zero runtime dependencies.

Best for

Best for
Developers who need quick lexical consistency checks on short LLM or agent outputs.

Use cases

  • Compare repeated agent outputs for exact or token-level agreement
  • Identify the point where two responses diverge
  • Score output consistency independent of token order

Notes

0 stars on GitHub. Last updated 2026-09-28. Licensed MIT.

Pros

  • Zero runtime dependencies makes it easy to install and run
  • Provides multiple lexical metrics in one tool
  • Simple CLI suitable for scripting and CI checks

Cons

  • Lexical only, so it misses semantic similarity
  • Designed for short outputs, not long documents
  • Community project with no stars or release history yet
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