GenPark AI Agent Skill - Mixture-of-Agents (MoA) multi-layer aggregator synthesizing diverse candidate proposals from heterogeneous sub-agents into high-consensus outputs.
GenPark AI Agent Skill - Simple Temporal Network (STN) constraint solver checking temporal consistency, calculating earliest/latest event bounds, and propagating deadlines via Floyd-Warshall.
Autonomous Agent Branch and Bound Mixed-Integer Linear Programming (MILP) Solver with LP Relaxation Pruning
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 Epidemic Anti-Entropy Gossip Dissemination & Peer State Synchronization Engine
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 - Prioritized experience replay buffer for agent reinforcement fine-tuning (RFT / GRPO) with advantage estimation and importance sampling weights.
GenPark AI Agent Skill - Kahneman-Tversky Optimization (KTO) loss evaluator aligning agents directly on unpaired binary feedback (thumbs-up / thumbs-down) using prospect theory loss aversion.
GenPark AI Agent Skill - Decomposes total prediction uncertainty into epistemic (model knowledge void) vs aleatoric (inherent task ambiguity) components via Shannon mutual information.
GenPark AI Agent Skill - DPLL (Davis-Putnam-Logemann-Loveland) Boolean satisfiability solver with unit clause propagation and pure literal elimination for agent policy verification.
GenPark AI Agent Skill - Graph-theoretic backdoor criterion validator and minimal confounder adjustment set identifier ensuring unconfounded causal effect estimation.
Autonomous Agent Pastry Overlay Network with Base-16 Prefix Routing & Proximity Leaf Sets
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 - Risk-coverage trade-off optimization; controls agent abstention, fallback escalation, and human-in-the-loop triggers under dynamic risk budgets.
GenPark AI Agent Skill - Computes Personalized PageRank (PPR) over agent memory graphs for context-sensitive entity relevance and associative recall.
GenPark AI Agent Skill - Python bytecode disassembler analyzing opcode sequences, jump offsets, and security hot-spots to prevent arbitrary unsafe execution.
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 - 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
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