genpark-skill

Autonomous Agent Earley Context-Free Grammar Chart Parser with Arbitrary Ambiguity & Recursion

Autonomous Agent Multi-Armed Bandit UCB1 & Thompson Sampling Exploration-Exploitation Optimizer

Autonomous Agent CYK (Cocke-Younger-Kasami) Probabilistic Context-Free Grammar (PCFG) Parser

Autonomous Agent Earley Context-Free Grammar Chart Parser with Arbitrary Ambiguity & Recursion

GenPark AI Agent Skill - Simple Temporal Network (STN) constraint solver checking temporal consistency, calculating earliest/latest event bounds, and propagating deadlines via Floyd-Warshall.

GenPark AI Agent Skill - Mixture-of-Agents (MoA) multi-layer aggregator synthesizing diverse candidate proposals from heterogeneous sub-agents into high-consensus outputs.

Autonomous Agent Content-Addressable Network (CAN) Multi-Dimensional Torus Coordinate Routing Engine

Autonomous Agent Short-Time Fourier Transform (STFT) Time-Frequency Spectrogram Engine with Windowing

Autonomous Agent Branch and Bound Mixed-Integer Linear Programming (MILP) Solver with LP Relaxation Pruning

Autonomous Agent Epidemic Anti-Entropy Gossip Dissemination & Peer State Synchronization Engine

GenPark AI Agent Skill - Risk-coverage trade-off optimization; controls agent abstention, fallback escalation, and human-in-the-loop triggers under dynamic risk budgets.

GenPark AI Agent Skill - Parses Python stack traces into structured traceback frames, calculates Tarantula/Ochiai line suspiciousness scores, and isolates root-cause bug locations.

GenPark AI Agent Skill - Computes Personalized PageRank (PPR) over agent memory graphs for context-sensitive entity relevance and associative recall.

GenPark AI Agent Skill - Elastic Weight Consolidation (EWC) engine calculating Fisher Information Matrix diagonal penalties to prevent catastrophic forgetting during sequential task learning.

GenPark AI Agent Skill - Python bytecode disassembler analyzing opcode sequences, jump offsets, and security hot-spots to prevent arbitrary unsafe execution.

Grover amplitude amplification search algorithm providing quadratic speedup O(sqrt(N)) for unstructured databases and combinatorial satisfaction problems.

Autonomous Agent LU Factorization with Partial Pivoting (LUP) Matrix Inversion & Linear Solver

GenPark AI Agent Skill - Pearl's 3-step counterfactual inference engine executing Abduction, Action (do-surgery), and Prediction to answer what-if causal inquiries.

Autonomous Agent Asynchronous Weak-Commitment Search (AWCS) for Real-Time Dynamic DisCSP Solvers

Autonomous Agent FIPA Contract Net Protocol (CNP) Multi-Round Task Clearing & Bid Evaluation Engine