genpark-horn-clause-forward-backward-chaining-skill
mcp
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Definite Horn clause deductive engine supporting forward chaining fixpoint and goal-directed backward chaining
README.md
Horn Clause Deductive Engine Skill
Definite Horn clause reasoning system featuring forward chaining fixpoint derivation and goal-directed backward chaining search.
flowchart LR
KB["Rule Base (Head :- Body)"] --> Forward["Forward Chaining (Data-Driven Fixpoint)"]
Facts["Known Facts"] --> Forward
Forward --> Derived["Derived Propositions"]
Goal["Query Goal"] --> Backward["Backward Chaining (Goal-Directed SLD)"]
KB --> Backward
Backward --> Proof["Entailment Proof"]
Features
- 100% Python Standard Library: Linear-time forward chaining agenda algorithm.
- Dual Inference Modes: Forward propagation from facts or backward verification from goals.
- Cycle Prevention: Built-in branch history tracking.
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