Custom agents

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

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 Modified Gram-Schmidt QR Factorization for Orthogonal Projections & Least-Squares Solvers

Autonomous Agent Byte-Pair Encoding (BPE) Subword Tokenizer Training & Compression Engine

Autonomous Agent Singular Value Decomposition (SVD) Power Iteration for Low-Rank Dimensionality Reduction

Autonomous Agent Canonical Huffman Prefix Code Generator & Optimal Bitstream Serialization Engine

GenPark AI Agent Skill - Loop invariant inductiveness and total correctness prover verifying initialization, preservation, and postcondition implication.

GenPark AI Agent Skill - Sequential Importance Resampling (SIR) particle filter for non-linear, non-Gaussian Monte Carlo agent state tracking and localization.

Autonomous Agent Lock-Free Treiber Stack with Atomic Compare-and-Swap (CAS) & ABA Mitigation

Autonomous Agent Shamir (k, n) Secret Sharing Threshold Scheme with Polynomial Interpolation

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

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

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

GenPark AI Agent Skill - Infinite-horizon Rubinstein alternating-offers bargaining protocol determining Subgame Perfect Equilibrium (SPE) surplus shares under discounting.

GenPark AI Agent Skill - Gale-Shapley deferred acceptance algorithm ensuring stable, envy-free, and Pareto-efficient bipartite matching between autonomous agents and task markets.

GenPark AI Agent Skill - Hidden Markov Model (HMM) Viterbi dynamic programming decoder determining the most probable sequence of hidden states from noisy observation streams.

GenPark AI Agent Skill - Deductive program verifier validating Hoare logic triplets {P} C {Q} across state transitions, assignment axioms, and conditional branches.

Autonomous Agent KD-Tree Multi-Dimensional Spatial Indexer for Nearest-Neighbor & Range Queries

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

Autonomous Agent Kuhn-Munkres (Hungarian) Bipartite Matching Algorithm for Optimal 1-to-1 Task-Agent Assignment

Autonomous Agent Chandy-Lamport Global Snapshot & Consistent Cut State Recording Engine

Autonomous Agent Shannon Entropy, Mutual Information, Kullback-Leibler Divergence & Jensen-Shannon Estimator

Autonomous Agent Delaunay Triangulation & Voronoi Dual Planar Graph Tessellation Engine

Autonomous Agent Chord Distributed Hash Table (DHT) Protocol with M-Bit Circular Finger Tables

Autonomous Agent Tabular Q-Learning Temporal Difference Reinforcement Learning Engine with Epsilon-Greedy Exploration

Autonomous Agent Verifiable Delay Function (VDF) Sequential Squaring & Rapid Proof Verification Engine

Autonomous Agent Simulated Annealing Combinatorial Metaheuristic Optimizer with 2-Opt Neighborhood Perturbation

Izhikevich phenomenological spiking neuron model reproducing tonic spiking, phasic spiking, and chattering bursting patterns via two coupled 2D ODEs.

GenPark AI Agent Skill - Gale-Shapley deferred acceptance algorithm ensuring stable, envy-free, and Pareto-efficient bipartite matching between autonomous agents and task markets.

Autonomous Agent Aho-Corasick Multi-Pattern String Matching Trie Automaton with Failure Links

Autonomous Agent Lamport Vector Clock Causality Tracker & Partial Order Concurrency Engine

GenPark AI Agent Skill - Bimatrix normal-form game solver identifying pure Nash equilibria and calculating 2x2 mixed-strategy Nash equilibria.

Spike-Timing-Dependent Plasticity (STDP) unsupervised Hebbian synaptic learning rule with asymmetric exponential long-term potentiation and depression.

Autonomous Agent Byte-Pair Encoding (BPE) Subword Tokenizer Training & Compression Engine

Autonomous Agent Max-Sum Factor Graph Belief Propagation Engine for Decentralized Coordination

Autonomous Agent Min-Cost Max-Flow (MCMF) Solver via Successive Shortest Path and Residual Network SPFA

Autonomous Agent Canonical Huffman Prefix Code Generator & Optimal Bitstream Serialization Engine

Autonomous Agent Shannon Entropy, Mutual Information, Kullback-Leibler Divergence & Jensen-Shannon Estimator

Autonomous Agent Non-Interactive Schnorr Zero-Knowledge Proof & Fiat-Shamir Heuristic Engine

Autonomous Agent Evolutionary Stable Strategy (ESS) & Replicator Dynamics Population ODE Solver

GenPark AI Agent Skill - Constraint Satisfaction Problem (CSP) solver implementing Arc Consistency AC-3 and Minimum Remaining Values (MRV) backtracking search.

Autonomous Agent 32-bit Finite-Precision Arithmetic Coding Lossless Compression Engine with Underflow Prevention

Autonomous Agent Practical Byzantine Fault Tolerance (PBFT) Three-Phase Consensus Protocol

Autonomous Agent Non-Interactive Schnorr Zero-Knowledge Proof & Fiat-Shamir Heuristic Engine

Bennett-Brassard 1984 (BB84) Quantum Key Distribution protocol simulator featuring conjugate basis encoding, sifting, and quantum eavesdropping detection.

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

Autonomous Agent Michael-Scott Lock-Free Concurrent FIFO Queue with Two-Pointer Linearization

Autonomous Agent Sutherland-Hodgman Polygon Clipping Engine for Viewport & Spatial Boundary Truncation

Autonomous Agent Sutherland-Hodgman Polygon Clipping Engine for Viewport & Spatial Boundary Truncation

Bennett-Brassard 1984 (BB84) Quantum Key Distribution protocol simulator featuring conjugate basis encoding, sifting, and quantum eavesdropping detection.

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

Autonomous Agent Distributed Breakout Algorithm (DBA) for Distributed Constraint Satisfaction (DisCSP)

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

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

Autonomous Agent Modified Gram-Schmidt QR Factorization for Orthogonal Projections & Least-Squares Solvers

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

Introducing Fasal Saathi - our agentic voice co-pilot that files crop-loss claims in 15 Indian languages. It navigates, shoots, and submits. On-device anti-spoof vision + satellite ground-truth. A human still decides. Nothing auto-pays.

GenPark AI Agent Skill - Exact probabilistic inference engine for discrete Bayesian networks computing posterior marginals via factor product and variable elimination.

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

Autonomous Agent Lock-Free Treiber Stack with Atomic Compare-and-Swap (CAS) & ABA Mitigation

Autonomous Agent Dynamic Time Warping (DTW) Non-Linear Temporal Sequence Alignment Engine

Autonomous Agent Cryptographic Merkle Tree Engine with SHA-256 Audit Path Generation & Proof Verification

Biological Leaky Integrate-and-Fire (LIF) neuromorphic simulator with membrane potential dynamics, refractory period, and discrete event spike emission.

Autonomous Agent Cholesky Decomposition LL^T Solver for Symmetric Positive-Definite Covariance Matrices

Autonomous Agent Conjugate Gradient Krylov Subspace Iterative Solver for SPD Linear Systems

Autonomous Agent Butterworth Infinite Impulse Response (IIR) Digital Low-Pass Filter Designer

Autonomous Agent Practical Byzantine Fault Tolerance (PBFT) Three-Phase Consensus Protocol

GenPark AI Agent Skill - Infinite-horizon Rubinstein alternating-offers bargaining protocol determining Subgame Perfect Equilibrium (SPE) surplus shares under discounting.

GenPark AI Agent Skill - Hidden Markov Model (HMM) Viterbi dynamic programming decoder determining the most probable sequence of hidden states from noisy observation streams.

Autonomous Agent Radix-2 Cooley-Tukey Fast Fourier Transform (FFT) & Inverse Spectral Synthesis Engine

Rank Order Temporal Spike Encoder converting continuous multi-dimensional sensory features into exact millisecond spike arrival sequences.

Autonomous Agent Distributed Breakout Algorithm (DBA) for Distributed Constraint Satisfaction (DisCSP)

Autonomous Agent Normalized Compression Distance (NCD) & Kolmogorov Complexity Universal Metric

Autonomous Agent Dynamic Time Warping (DTW) Non-Linear Temporal Sequence Alignment Engine

Loopy Belief Propagation (LBP) engine on general factor graphs with sum-product message passing and damping to solve approximate inference on cyclic topologies.

TurenOS local-first AI security agent harness. Works with most models and providers

Production-grade genpark-recursive-descent-ast-parser-skill skill for AI agents

Production-grade genpark-recursive-descent-ast-parser-skill skill for AI agents

Production-grade genpark-cky-probabilistic-grammar-parser-skill skill for AI agents

Production-grade genpark-cky-probabilistic-grammar-parser-skill skill for AI agents

AI agent safety shield. Intercepts dangerous commands, requires password verification, sends alerts. Works with OpenClaw, Claude Code, Cursor, and any agent platform.

Entropy-regularized Soft Actor-Critic (SAC) exploration engine balancing expected return and policy entropy to prevent early convergence.

First-Order Logic Robinson unifier and SLD-resolution proof generator bridging neuro-symbolic reasoning with symbolic substitution trees.

Chow-Liu algorithm learning optimal tree-structured Bayesian Networks from mutual information matrices via maximum weight spanning trees.

A voice and chat food-ordering assistant that answers only from a real database. Toggle its guardrails live and watch it hallucinate or get prompt-injected, then hold the line. React/TS, FastAPI, Postgres.

DeepSeek Harness (dsh) 桌面版：Windows/macOS 开箱即用安装包，免 Node 环境，每日自动跟随上游 dsh-v* 版本发布 | Zero-setup desktop builds of DeepSeek Harness, auto-synced with upstream tags

Ten legendary traders (Wyckoff, Gann, Elliott…) analyze any symbol and vote on one verdict — Trading Legends Council, packaged as Hermes Agent skills.

A Digimon virtual-pet plugin for OpenCode that evolves with your AI usage, with a sidebar companion, commands, history, and a 650-Digimon catalog.

Deployable agent harness for Cursor, Claude, and AGENTS.md playbooks—with MCP tools, AG-UI, durable pause/resume, and any LiteLLM model.

CLI to pick and safely combine AI coding agent skill packs

Open-source context intelligence engine for AI coding agents — repository graph, precise code navigation, MCP, impact analysis, memory, and guarded edits.

倪海厦讲义做成的 Agent Skill。伤寒论 129 条、金匮 23 篇、内经 53 篇、本草 345 种、医案 321 例，分层索引按需加载，触发仅 2.3k token，内置安全契约。

The centralized Headquarters for the Cognitive Lead AI multi-agent system. Features hallucination-resistant system prompts, MCP servers, and strict Agent Skills.

Second brain for AI agents: a plain-markdown Obsidian vault an agent can read, write to and navigate. Template, filing conventions and the memory model. For research, startups and side projects.

OPC（一人公司） 智能体协同工作台，可选API key或dsh(Deepseek harness)构造引擎实现全流程闭环工作流。

Curated directory of 32 mathematical modeling AI agents, skills, optimization tools, templates, algorithms, and problem archives.