GhalebDweikat / winnow

A calibrated context sieve for Claude Code: every tool result is judged by a System One model before it enters context.

deepmemteam / deepmem

Drop-in AI memory layer with 2x faster retrieval and 10x lower cost. Fully compatible with Mem0 API. Migrate in 5 minutes without any code changes. Self-host for free.

Sherlockwz / AMA

ACL 2026 Code and Skills for “AMA: Adaptive Memory via Multi-Agent Collaboration”.

Heman10x-NGU / Verdict-open-jev

Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground

cracken-ai / blacksea

Blacksea is an active honeypot and canary-bait control system built to detect and drown LLM-driven attackers. Blacksea doesn't stop at watching LLM attacks. It exploits flaws in the attacker's LLM judgment to gain arbitrary code execution on their machines, collect intel passive defenses can't reach, and make sure they don't come back.

proteus-evolve / Proteus

Self-evolution for any agent harness. Plug in. Evolve. Measure.

FAIRY123456789 / human-edge-agent-skills

18 portable Agent Skills for voice-native AI, human judgment, microbets, social tact, writing, life systems, and safe deployment.

Ali-Marandi / ReportFlow

Automated Report Generation and Distribution System

cuiyuestar / Autonomous-Long-Term-Memory-System

具备自主经验涌现与上下文治理能力的 Agent 长期记忆系统

Pyruslili / Nocturne-Memory-Core

Nocturne Memory Core — A continuity layer for AI systems, connecting human-readable memory, selective Breath, Drive dynamics, latent notes, and evolving Trails. Evolved from Ombre Brain.让AI的记忆、状态与判断轨迹跨越会话继续抵达。一个连接记忆、主动记录与演化路径的连续性系统。樱花粉/灰烬黑双色前端

llopresto87 / Cypress

CYPRESS (Contextual Yield Protocol for Routed Expert Seed Systems) — a project- and vendor-agnostic multi-agent seed for AI coding tools. Drop it into any repo to give agents a large number of per-role expert team, named protocols, a progressive-discovery knowledge graph, and spec- and test-driven discipline by default.

jangtrinh / design-os-3d-blender

AI agent operating system for Blender 5.2: bpy knowledge base, AGENT_OK execution contract, 3D-print production gate, worked keyboard and desktop-robot builds.

HongyeYangGT / DepthBenchCAD

A three-level benchmark for evaluating audit depth, evidence allocation, and reliability in generative CAD systems.

JefftheGuy666 / Best-Ball-Track

This system uses python to analyze tennis balls and pinpoint bouncing location.

ufo-ai / ufo-core

Agent operating system

Yanshi-Robotics / nerv

NERV — a nervous system for robots: a language-model brain, a robot body and a world, coupled by one platform

chengzhi-c / natural-talk

让 AI 像人一样说话、创作的规则集。Ruleset for making AI talk and write like a human.

SparrowMap / sparrowmap

A system for an open, public record of government vehicles on public roads, run by volunteers. Private number plates are destroyed on the camera and are never stored.

SalesforceAIResearch / Beagle

:dog: Beagle is designed to be the unified platform for the broader Recursive Self-Improvement (RSI) ecosystem. Think of it as Hugging Face Trainer for agent evolution. Its efficient rollout engine enables evaluation and evolution at scale across different agents, datasets, benchmarks, and evolution methods.

like-study1 / Oh-My-DSH

🐳 DeepSeek Harness 插件聚合社区 — 自动同步 dsh-plugin 生态 · 精选目录 · 每 4 小时自动维护 | Oh-My-DSH: a community-maintained catalog of DeepSeek Harness plugins, auto-synced from the dsh-plugin topic

using-system / otelyssey

OpenTelemetry plugins for every coding agent, in the Agent Plugins format — a marketplace that runs itself: open an issue, the repository validates, reviews, lists and follows your plugin.

krmisystems / fantasy-football-manager

ESPN draft and lineup tools for Codex and other MCP clients, with browser sign-in, approval modes, per-team limits, and server monitoring.

felipebridge / traffic-object-tracking

Computer Vision pipeline that tracks vehicles and people in traffic footage and reports counts + congestion level.

Sega757 / Sovereign-Agent-Swarm

Adaptive Human-Agent Teaming (HAT) & Smart Company (SmC) Infrastructure This repository implements a Human-Model-Free adaptive agent architecture. Instead of relying on rigid, computationally expensive human behavioral models, the system leverages real-time trajectory analysis and the Cross-Entropy

Sega757 / Adaptive-AtomRAG

Sub-millisecond query routing & cost-aware execution for GraphRAG architectures. Adaptive-AtomRAG is a highly optimized conditional routing gateway designed to resolve the latency and cost bottlenecks of heavy Atom-Entity Graph (AEG) RAG systems.

Danielson187 / BirdWatch

BirdWatch is a solar-powered smart bird feeder with an ESP32-CAM. It captures visiting birds and uses AI to identify their species. A web interface lets you view photos, detected species, visitor history and system status, including battery, solar charging and power usage.

Sega757 / meta-core

Deterministic telemetry & control plane for multi-agent AI systems. Atomic POSIX JSONL event bus, W3C/OpenTelemetry DAG reconstruction, and circular handoff guardrails.

Xiangyahaian / tesla_system

Tesla multi-intent in-car agent (RAG + Skills)

dportik / Biotech-Job-Search-Engine

A configurable, open-source job-discovery system for biotech, genomics, computational biology, bioinformatics, and adjacent life-science roles.

tin-computer / tin

Open-source marketing system, designed for coding agents.

vinamega / BloomBeacon

Enables real-time data processing and auto-scaling for cloud-based systems and modules. kept simple: just Cloud agnostic deployment

Sega757 / Chronos-V3-the-Architecture-of-Conjunctive-Transparency-C-T-

Bicameral deterministic AI runtime: Zero-hallucination System 1/2 reasoning engine with cryptographic audit trails (RFC 8785, Ed25519) and PoSP consensus arbitration.

limingrui679-design / CascadeLens

Python-first systemic-risk research software for evidence-graded, bitemporal dependency graphs. Import JSON, CSV, GraphML, or NetworkX; run bounded shocks, compare constrained interventions and sensitivity surfaces, and export recomputation-verifiable RiskPacks. Includes 16 scenario-only cases and 11 connector contracts.

vinamega / WispOmen

WispOmen is a dynamic, auto-configurable system that leverages real-time processing to enable auto-scaling capabilities for efficient system management.

Wangxiaokang666-666 / ha_hwhomebridge

A Home Assistant custom integration bridge, expose third‑party smart devices to Huawei whole‑home smart ecosystem, support Huawei Smart Life App and Xiaoyi voice control.

agjs / gb10-clock-cap

Capping GPU clocks on NVIDIA GB10: -12C peak temp, -36% GPU power, ~1.6% throughput cost. Measurement harness, raw data, and the systemd unit.

Neeeophytee / agent-stylebooks

11 installable editorial systems for AI agents, based on leading public style guides.

erfnzdeh / realtime-edf-heft-pcp-scheduler

Event-driven simulator for preemptive scheduling of periodic DAG tasks on multi-core edge platforms: EDF across graphs, modified-HEFT upward rank within a graph, and the Priority Ceiling Protocol on shared resources.

TUDONG05 / stem-shorts

Vertical STEM explainer videos, built from a validated spec instead of generated animation code

code-a-saurus / PiClock

A Raspberry Pi Zero W bedside clock appliance: HT16K33 7-segment display driven directly over I2C, NTP/DST-correct, with systemd packaging, HomeKit, and a printable case.

HITsz-TMG / JevEmbed

Meet JevEmbed — turn embeddings into decisions. Choose, score, and judge with your choice of embedding model.

bladedevoff / stuntd

Local proxy that learns your app's typed LLM decisions and answers them with a Laya head. Jev and OpenAI compatible.

Belucking / RagPool

RagPool enables real-time data processing across a distributed system, utilizing auto-scaling capabilities for optimized performance management.

ikermoel / open-alternative-jev

Open-source alternative to TypeSafe's Jev: a System One style model layer that gives typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with honest benchmarks

iapp-technology / openthai-systemone

OpenThai-SystemOne: open Thai + English System One decision model (0.8B, 256-way slot head, Apache-2.0)

fan138 / WatuDisk

挖兔硬盘精灵 —— 免费无广告的 Windows 硬盘健康守护：SATA/NVMe 检测 · 六档颜色预警 · 开机静默体检 · 一键 HTML 报告 · 单文件绿色版

sharptoolbox / Onto-DataAnalyse

Ontology-driven e-commerce analytics system / 本体驱动的电商数据智能分析系统

alanhuangyoo / OpenJev

OpenJev: open-source, local alternative to Jev. System-One decision models: typed questions in, calibrated probabilities out; general decisions and browser-agent steps.

Alyenax / GabeCubeAura

Bring the Steam Machine’s 17-LED strip to life with Steam event alerts, game artwork, launch animations, custom effects, live weather, CPU/GPU monitoring, controller battery levels, and real-time screen color sync.

liujianyu20021122 / RTL-ASS

Codex-first, vendor-neutral RTL coding and verification skill using open-source tools

Ch3nOff / dual-loop-controller

Hardware-aligned latent deliberation framework decoupling System 2 continuous reasoning from System 1 autoregressive decoding.

thu-nics / TokenRouter

[NeurIPS'26] The official code implementation for paper "TokenRouter: Efficient Serving System for Token-Level LLM Routing"

Git-on-my-level / self-improving-agent-ecosystem

Reference architecture, contracts, skills, and fixtures for safe evaluator-driven self-improving ecosystems.

InferMatrixLab / system1-omni

community maintained vllm/vllm-omni style inference engine for system1 models in Rust for extreme efficient performance

SalustLab / 3DSort

Rearrange your Nintendo 3DS HOME menu from your PC: drag and drop icons, folders and system apps, with a live preview of the console screen and a backup before every write.

d4ncboz / technocore

Decentralized Ed25519 Cryptographic Identity, Signed Message Bus, and Proof-of-Contribution Framework for AI Agents on Technocore ( Ecosystem)

AndrewNgo-ini / memoose

A dual-path memory system for proactive agents. Facts and procedures in a local knowledge graph, exposed as a CLI, MCP tools and skills. No API key.

nrgise-open / nrgise-open

NRGISE Open is a Python framework for simulating local energy systems over time.

Mushroom-Systems / lichen

A local, API-compatible replacement for Jev, TypeSafe's System One model

SlugLab / HBFSim

HBFSim (HBF Sim): an open-source High-Bandwidth Flash (HBF) simulator. Runs real LLM inference on a real GPU and injects modeled HBF timing, capacity and thermal effects while the workload executes.