genpark-tree-of-thoughts-mcts-evaluator-skill

Tree of Thoughts (ToT) Monte Carlo Tree Search (MCTS) reasoning engine with UCB1 exploration-exploitation balance and state backpropagation.

graph TD
    A[Agent Runtime / Execution Stack] --> B[genpark-tree-of-thoughts-mcts-evaluator-skill]
    B --> C[Zero Dependency Engine]
    C --> D[Standard Library Primitives]

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Features

• Strict 0 Pip Dependencies: Built completely using the Python Standard Library.
• Fast Execution & Verification: Includes client wrapper, MCP server, and verified test suites.
• Agentic AI Ready: Exposes standard MCP tools for continuous LLM integration.

Installation & Quickstart

git clone https://github.com/Alpha-Park/genpark-tree-of-thoughts-mcts-evaluator-skill.git
cd genpark-tree-of-thoughts-mcts-evaluator-skill
python example_usage.py