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genpark-backtracking-tree-search-pruning-controller-skill

mcp
Guvenlik Denetimi
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SUMMARY

MCTS and Tree of Thoughts backtracking controller scoring intermediate reasoning states and pruning low-value branches

README.md

genpark-backtracking-tree-search-pruning-controller-skill

Tree of Thoughts (ToT) backtracking controller scoring reasoning paths and pruning non-viable exploration branches.

Architecture

flowchart TD
    Root[Root Thought] --> NodeA["Thought A (Score 0.2: PRUNED)"]
    Root --> NodeB["Thought B (Score 0.9: EXPLORE)"]
    NodeB --> Sub1["Thought B.1 (Score 0.85)"]
    NodeB --> Sub2["Thought B.2 (Score 0.4: PRUNED)"]

Features

  • Pruning Threshold: Cuts dead ends before resource exhaustion.
  • Pure Python: 100% standard library.

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