Custom agents

Multi-pass peephole optimizer performing algebraic identity reductions, shift strength reductions, and redundant copy eliminations.

Haversine great-circle navigation formula computing exact geodesic surface distances and initial bearing angles on planetary spheres.

Binary Space Partitioning (BSP) tree compiler performing exact 2D/3D half-space polygon splitting, spatial classification, and painter's depth ordering.

Strict Two-Phase Locking (SS2PL) concurrency manager with shared/exclusive lock upgrades and DFS wait-for graph cycle deadlock detection.

Tensor Core Warp Matrix Multiply-Accumulate (WMMA) micro-tile systolic array emulator supporting outer-product GEMM and shared memory bank conflict reduction.

High-performance hybrid memory manager combining binary buddy system allocation with coalescing and power-of-two block splitting.

Mel-scale triangular filterbank spectral analyzer mapping linear frequency spectra to perceptual log-mel energies for speech AI.

Direct Form II Transposed biquad IIR filter cascade executing real-time low-pass audio frequency filtering and resonance shaping.

FastCDC content-defined chunking (CDC) deduplication engine with rolling hash boundary detection and min/max chunk size limits.

Tree-matching Maximal Munch instruction selection engine tiling expression ASTs into target ISA instruction streams.

Proximal Policy Optimization (PPO) clipped surrogate objective engine maintaining stable trust-region policy updates and bounding gradient divergence.

Production-grade genpark-protocol-buffers-varint-wire-encoder-skill skill for AI agents

Production-grade genpark-flat-combining-concurrent-priority-queue-skill skill for AI agents

Conflict-free replicated data types (CRDT) implementing state-based PN-Counters and Last-Write-Wins registers.

Petri net state transition simulator and reachability graph explorer for concurrent and distributed protocol verification.

Financial Information eXchange (FIX) protocol messaging engine parsing tag-value pairs, validating header checksums, and building execution reports.

Proximal Policy Optimization (PPO) clipped surrogate objective engine maintaining stable trust-region policy updates and bounding gradient divergence.

Loop-Invariant Code Motion (LICM) optimization pass hoisting loop-invariant computations into preheader blocks.

Shapley value cooperative game theory engine computing axiomatic fair profit allocation across collaborating agents.

SE(3) and E(n) equivariant graph neural network message passing kernel preserving exact 3D rotational and translational symmetries in molecular and physical systems.

Poseidon algebraic sponge hash function optimized for zero-knowledge arithmetic circuits with MDS matrix diffusion and power S-boxes.

Polynomial and Vector Commitment simulation framework proving evaluation correctness f(z)=y without revealing the entire vector payload.

Multi-Paxos distributed consensus protocol with Phase 1 prepare/promise leader lease optimization, Phase 2 accept/commit log ordering, and log gap compaction.

UPGMA hierarchical clustering algorithm constructing rooted ultrametric phylogenetic trees from pairwise evolutionary genetic distance matrices.

Karger's randomized contraction algorithm finding global minimum cuts in multigraph networks via recursive random edge collapses in pure Python.

Scalable key-group partitioner enabling dynamic stream worker re-scaling and minimal state migration without global rebalancing.

Production-grade genpark-hnsw-hierarchical-navigable-small-world-skill skill for AI agents

Volume-Weighted Average Price (VWAP) benchmark engine calculating cumulative execution quality and institutional slippage metrics.

Topological Data Analysis (TDA) Vietoris-Rips filtration generator tracking metric space topological features across expanding radii.

Production-grade genpark-bbr-congestion-control-pacer-skill skill for AI agents

Production-grade genpark-saga-orchestrator-compensating-tx-skill skill for AI agents

Production-grade genpark-w3c-trace-context-span-propagator-skill skill for AI agents

R-Tree spatial index hierarchy organizing multidimensional geometric objects with minimum bounding boxes (MBR) for fast range queries.

Production-grade genpark-shannon-entropy-huffman-canonical-coder-skill skill for AI agents

Acyclic instruction list scheduler ordering basic block dependence graphs by critical path latency to eliminate pipeline stalls.

Vickrey-Clarke-Groves (VCG) truthful mechanism design auction engine ensuring dominant strategy incentive compatibility.

SGDR: Stochastic Gradient Descent with Warm Restarts and Cosine Annealing learning rate schedule engine.

Time-domain Pitch-Synchronous Overlap-Add (TD-PSOLA) engine stretching or compressing speech timescales without altering pitch.

Named Entity Disambiguation (NED) collective coherence graph ranker linking ambiguous text mentions to unambiguous knowledge graph entities.

Bully distributed leader election algorithm resolving coordinator crashes with rank-priority election messages and answer timeouts.

Hopcroft-Karp algorithm solving maximum cardinality bipartite matching in optimal O(E sqrt(V)) time using alternating BFS/DFS augmenting paths.

Flink-style Asynchronous Barrier Snapshotting (ABS) algorithm for low-overhead distributed streaming checkpointing and state alignment.

Critical-path instruction list scheduler optimizing instruction-level parallelism (ILP) and minimizing pipeline bubbles under hardware hazards.

Linux Read-Copy Update (RCU) synchronization model supporting zero-overhead lockless read sections and deferred memory reclamation.

1-Weisfeiler-Lehman (1-WL) color refinement graph kernel algorithm computing canonical subtree signatures to test graph isomorphism in O(E).

Artificial Potential Field (APF) reactive navigation planner for swarm robotics with obstacle repulsion and attractive target tracking.

Locality-Sensitive Hashing (LSH) using Random Hyperplane Projections for sublinear approximate nearest neighbor search under Cosine distance.

Production-grade genpark-r-star-tree-spatial-indexer-skill skill for AI agents

Erlang/BEAM-inspired reduction-based preemptive actor mailbox runtime with lock-free MPSC queues, message dispatcher, and supervisor restart hierarchies.

Spectral and randomized graph sparsification reducing dense graph edges while preserving approximate cut and connectivity properties.

Reservoir Sampling Algorithm R selecting a uniform random sample of k items from an unbounded, single-pass data stream in O(N).

Production-grade genpark-hindley-milner-type-inference-skill skill for AI agents

Production-grade genpark-hilbert-transform-analytic-signal-skill skill for AI agents

Personalized PageRank (PPR) and Random Walk with Restart (RWR) graph traversal engine ranking entity relevance for knowledge discovery.

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

Lookahead optimizer wrapper stabilizing optimization trajectories by interpolating fast and slow weights every k steps.

AdamW optimizer engine decoupling L2 weight decay regularization from adaptive gradient first and second moments.

Gale-Shapley deferred acceptance algorithm engine solving stable matching problems with Pareto-optimal proposer guarantees.

Abstract Interpretation static analyzer using the numeric Interval Domain to prove buffer bounds safety and absence of division-by-zero errors.

Chandy-Misra-Haas probe-based edge-chasing algorithm detecting distributed wait-for dependency deadlocks across asynchronous agent swarms.

Wegman-Zadeck Sparse Conditional Constant Propagation (SCCP) discovering global constants and pruning dead control branches in linear time.

Lehman-Yao B-link tree concurrent index enabling lock-free read operations across dynamic node splits with high-key right links.

Dynamo sloppy quorum and hinted handoff coordination engine providing high write availability under network partitions.

Raft log compaction and state machine snapshotting engine discarding committed entries and preserving consistent cluster metadata.

Production-grade genpark-chaitin-briggs-graph-coloring-allocator-skill skill for AI agents

Production-grade genpark-welch-power-spectral-density-skill skill for AI agents

Production-grade genpark-harris-lockfree-linked-list-skill skill for AI agents

Doubly-Connected Edge List (DCEL) / Half-Edge polygon mesh structure supporting topological face circulation and Euler characteristic auditing.

Production-grade genpark-aries-wal-crash-recovery-engine-skill skill for AI agents

Production-grade genpark-tcp-reno-cubic-dual-stack-engine-skill skill for AI agents

Weekend lab for the OWASP Top 10 for Agentic Applications. Build an agent, break it five ways, then harden it.

Untyped Lambda Calculus interpreter performing alpha-conversion, capture-avoiding substitution, and normal-order beta reduction with 0 pip.

Needleman-Wunsch dynamic programming algorithm for optimal global pairwise alignment of nucleotide and amino acid sequences with customizable scoring matrices.

Riemannian gradient descent optimizer on spherical and Stiefel manifolds with orthogonal tangent space projections and geodesic retractions.

Transactional Two-Phase Commit (2PC) stream sink coordinator guaranteeing end-to-end exactly-once delivery across failure recoveries.

Go-inspired M:N work-stealing runtime scheduler with local runqueue deques, victim work-stealing, global queue fairness, and cooperative goroutine preemption.

Distributed Lloyd's algorithm for optimal robotic sensor swarm area coverage and Voronoi partition centroid convergence.

Craig Reynolds boids flocking algorithm computing separation, velocity alignment, and spatial cohesion for multi-agent swarm consensus.

RDFS forward-chaining deductive inference engine computing transitive closures across subClassOf, subPropertyOf, and domain/range type rules.

Poseidon arithmetic hash function optimized for zero-knowledge circuits using MDS mixing matrix and prime field S-boxes.

Poincaré disk model hyperbolic geometry engine computing hyperbolic distance metrics and low-distortion hierarchical tree representations.

Production-grade genpark-hindley-milner-type-inference-skill skill for AI agents

R-Tree spatial index hierarchy organizing multidimensional geometric objects with minimum bounding boxes (MBR) for fast range queries.

Production-grade genpark-viterbi-convolutional-codec-engine-skill skill for AI agents

Production-grade genpark-cooley-tukey-radix2-fft-engine-skill skill for AI agents

Production-grade genpark-cooley-tukey-radix2-fft-engine-skill skill for AI agents

Production-grade genpark-columnar-storage-vectorized-execution-skill skill for AI agents

Dynamo sloppy quorum and hinted handoff coordination engine providing high write availability under network partitions.

Verkle Tree multiproof commit-and-open vector evaluation engine creating compact sub-linear state proofs for stateless clients.

Sovereign Multi-Agent Desktop OS (Alpha). Zero-cloud, event-sourced local architecture in Rust, Tauri v2, SQLite, and Ollama.

Headless BMW ISTA+ diagnostics driven by an AI agent over MCP: reads fault memory and test plans as text, looks the issue up on the web, walks you through it, and asks before anything that writes to the car.

AI voice assistant that actually controls your Android phone - Open Source

Lean terminal coding agent in Python. Plan/build REPL, 15+ LLM providers, subagents, checkpoints, and headless CI runs.

Safety-first agentic Oracle DBA skills for Claude Code: 24 tier-gated executable domains (RMAN, Data Guard, RAC, perf, security…) fused with Oracle's official knowledge base, native SQLcl-MCP + a custom guarded host-ops MCP server.

An embeddable agent runtime for Rust. Any task, any provider, in your process — with a permission boundary, a sandbox, and a durable trace you own.

A lightweight framework for agent-driven software delivery

Agentium is a TypeScript agent framework for Node.js: models, tools, memory, teams, workflows, and runtime integrations in one codebase.

A futuristic AI assistant inspired by JARVIS — featuring a stunning holographic Three.js interface, ultra-realistic voice cloning & TTS synthesis, intelligent conversations, and automated macOS system actions. Built to feel like a real sci-fi AI companion with immersive visuals, smooth interactions, and powerful desktop control capabilities. 🚀

https://codestats.gg 🤖💩🎰 The most degenerate, potty-mouthed Discord self-bot you'll ever meet! Jakey is your cynical gambling degenerate mascot who knows everything is rigged, but still loves the thrill. Full production-ready chaos with AI, art generation, crypto tipping, and enough personality to make your server interesting.

A smart home automation system that brings the power of a virtual assistant to your IoT devices. Inspired by the famous AI assistant "JARVIS" from the Iron Man series, this project combines cutting-edge embedded technology with natural language processing to create a seamless and intuitive IoT control experience.