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