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genpark-iterative-refinement-convergence-detector-skill

mcp
Guvenlik Denetimi
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SUMMARY

Sequential code revision similarity and edit distance monitor detecting convergence and cyclic oscillation

README.md

genpark-iterative-refinement-convergence-detector-skill

Sequence matcher and convergence detector monitoring edit distance between sequential agent refinement iterations.

Architecture

flowchart LR
    Prev[Revision N-1] --> Matcher[difflib.SequenceMatcher]
    Curr[Revision N] --> Matcher
    Matcher --> Ratio[Similarity Ratio]
    Ratio --> Condition{Ratio >= Threshold?}
    Condition -->|Yes| Halt[Halt Refinement Loop]
    Condition -->|No| Continue[Continue Iteration]

Features

  • Oscillation Detection: Prevents infinite ping-pong edits.
  • Pure Python: 100% Standard Library.

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