Whetstones Lab: measuring coevolution between adaptive malware and behavioral defense. De-weaponized research release — genomes, evolution rounds, telemetry, training harness (stubbed primitives), and lab range tooling. Payloads, real primitives, and C2 infrastructure intentionally withheld. Research and defensive use only.
A Unified 3D Generative Model for Synthesizable Structure-Based Drug Design.
A unified audio-video variational autoencoder with cross-modal alignment for joint reconstruction and generation
Verifiable multi-agent patch evaluation infrastructure
AI visual director for turning personal photos into structured, editable visual narratives.
Self-hosted PaaS for one machine: apps, local AI models and databases, operable by coding agents over MCP.
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
Deterministic telemetry & control plane for multi-agent AI systems. Atomic POSIX JSONL event bus, W3C/OpenTelemetry DAG reconstruction, and circular handoff guardrails.
Know Your Backend is a Plugin that help your AI to generate a structured Model/View/Controller application, witouth surprise, code duplication and different modality in a different project
Official implementation for paper "Fourier is Frontier: Frequency-Aware Autoencoding for High-Fidelity Music Reconstruction". We treat is as a new decoder for Music Reconstruction.
Institutional-grade market data infrastructure: converts noisy, multi-venue exchange feeds into a validated, sub-microsecond canonical stream with cryptographic auditability and zero silent drops.
Agent Skills for working with Etherscan and on-chain data. These skills let AI agents turn raw Etherscan API responses into structured, verifiable output — every address, amount, and transaction hash comes from a live API call, never invented.
A reusable research-onboarding skill for Claude, ChatGPT, Codex, and other instruction-following agents.
A compiler for a small C-like language, written from scratch in Python: table-driven DFA scanner, transition-diagram predictive parser generated from a plain-text grammar with FIRST/FOLLOW sets, semantic analysis and three-address code generation onto a 12-instruction stack VM.
Easy, fast, and memory-efficient structure prediction inference
Reconstructing DX-Ball 1.07 with REA, backed by original-x86 differential tests and pinned MSVC byte-exact oracles.
Turn your own spoken words into a finished article. AI does the research, structure and checking. You supply the sentences, by talking.
Notes, Diagrams, Chat, Calls, Files, Projects, Calendar. One private workspace, everything talks back. Plus an optional agent harness on top of it designed for Work Infrastructure
Meet JevEmbed — turn embeddings into decisions. Choose, score, and judge with your choice of embedding model.
Phi-Bench (Φ-Bench): 85 open-source LLM-infrastructure engineering tasks for frontier LLMs & coding agents (KFC/LH/E2E). Self-contained public Dockerfile + offline scoring + reference solution per task. Website: llminfrabench.com
标书匠 BidCraft · 对话式标书编制系统:AI 智能编制技术标,支持招标文件解析、标段选择、标书编写、知识库提炼与学习对话式改稿。LLM-Wiki 路线,基于LangGraph实现。Open-source AI agent for construction tender & bid documents.
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
One-pass anonymous Active Directory enumeration over SAMR and LSARPC — null session, no credentials, with structured reusable output.
[SIGGRAPH Asia'26 & TOG] TopoSurfel: Closing the Loop between Gaussian Surfels and Meshes for Surface Reconstruction
NovoWeave — a conceptual generative protein-design framework (non-functional pseudocode).
Self-hosted, private family AI health steward. Multimodal AI structures health data into a person-centric profile with dashboard & AI consultation (Feishu/Lark integration). 开源可私有化部署的家庭 AI 健康管家:多模态大模型 + 健康画像看板 + AI 咨询 + 飞书渠道。
Audit-first subtitle synchronization and speech-aligned transcription for self hosted media library. Non-destructive sidecars powered by Whisper.
Find and repair substance defects in AI-assisted prose, code, docs, and agent output. Reports defects, never authorship. Structural tests over model judgement, because LLM judges agree with human slop labels at chance.
OKF (Open Knowledge Format) — curated catalog of tools, plugins, skills, proposals, and docs for agent-friendly knowledge. YAML-driven, agent-searchable, MCP-ready.
AEC-Geometric-Bench: geometric and symbolic data extraction from PDF construction drawings. 312 sheets scored, 15 released with ground truth and a runnable scorer.
Metal-native differentiable 3D Gaussian Splatting for Apple Silicon: fused forward+backward rasterizer on PyTorch MPS, no CUDA anywhere.
Fully local AI for Polish legal case files - zero fabricated citations by construction. Free; please support a Wroclaw animal shelter instead.
Grade Image / Grade Images — deterministic, non-generative photo color grading and RAW development for Codex with strict structure, identity, and texture preservation.
[ECCV'26] Map-Det3D: Metric Feed-Forward 3D Reconstruction Prior for Multi-view 3D Object Detection from Streaming Inputs
SmuggleMyPayload generates HTML pages that embed and reconstruct files client-side using JavaScript. The toolkit offers multiple HTML Smuggling techniques, payload encoding options, JavaScript variations, and pre-built HTML templates.
Evidence-driven autonomous SOC team on AgentTeams: hash-bound approvals, HMAC audit chain, rollback and reproducible attack scenarios — auditable governance primitives for agent infrastructure.
A SaaS collaboration platform for construction project bidding, covering bid document preparation, knowledge base management, compliance review, workflow coordination, and AI-assisted content generation.
DeepSeek Harness plugin for complete Blender 3D modeling, reconstruction, rendering, validation, and export workflows
Create thesis-ready editable SVG, PNG, and PDF flowcharts from structured JSON. Supports Chinese and English.
[AAAI 2025] DeRainGS: Gaussian Splatting for Enhanced Scene Reconstruction in Rainy Environments
AiNxt Enterprise is an open-source enterprise AI platform designed to help organizations build, deploy and manage AI applications, agents and workflows. It brings AI models, tools, automation and governance together in a single platform, with the flexibility to run on an organization’s own infrastructure.
Typed judgment tools for MCP agents. TypeSafe's Jev model as verify, screen, find, classify, rerank, decide, compare, extract, review, gate, and score: the model judges, policy decides auto, review, or escalate.
Tamper-resistant regression gate for AI coding-agent instructions—AGENTS.md, CLAUDE.md, Cursor, Copilot, Gemini, and more.
Codex skill for reconstructing real-estate listings as plan-based, walkable 3D scenes.
Argolink-focused schema-constrained JSON responses for GPT-6 Sol.
Prompt Architect Pro is a Python desktop app that uses local Ollama LLMs to analyze raw texts and images. It extracts and structures visual descriptions into optimized JSON prompts for generative AI. It features a built-in SQLite database for prompt editing and adjustable VRAM hardware profiles. with a ComfyUI node that can use the database
Open reproduction of TypeSafe Jev: a 150M typed decision engine (noul/choice/score in one non-autoregressive pass, calibrated confidence). 0.697 vs Jev's 0.727, 2.5x better calibrated, 4x faster, free. Trains on a Colab T4 in 30 min.
MC-Sparse: Deconstructing and Closing the Dense–Sparse Attention Gap in Diffusion Transformers.
Reconstructing Big Tech T2I/T2V captioning pipelines for production and research
Agent Skills for small-molecule and protein therapeutics: cheminformatics, molecular ML, docking and dynamics, protein design platforms, and target-discovery knowledge graphs.
Evidence-backed multilingual game research pipeline for players, creators and analysts, with traceable facts, community evidence and structured insights.
Evidence-backed knowledge graph construction with typed Jev relation decisions
Run Tencent's HunyuanImage-3.0 (80B MoE) natively in ComfyUI on a 24 GB GPU: base, Instruct and Instruct-Distil, prompt rewriting, image editing, Spectrum speed-up.
It is a "LifeContext" operating system designed to run entirely on-device, transforming personal data—such as chat logs, documents, and oral histories—into digital memories and personality structures that are traceable, editable, and portable. We aim to establish a standardized LifeContext format, creating an open foundation for personalized agents
Open visual probability research: encode an image once, answer multiple structured questions. Public data, trained weights, reproducible baselines and failure cases.
InstructionX UIKit:基于 PySide6 的交互组件库,为 InstructionX 提供界面支持,独立维护。PySide6-based UI component library for InstructionX, independently maintained.
MCP server for Aster DEX — a Model Context Protocol server that gives Claude, Cursor and Cline structured access to Aster DEX market data, volume, points and airdrop eligibility via natural language. Read-only tools — no trading, no keys. Unofficial community project, not affiliated with Aster.
Evidence-aware flavor state modeling, molecule matching, and interaction network skill for Codex.
Automated literature reviews using local LLMs via Ollama. Searches academic databases, acquires full-text papers, and writes APA 7th reviews where the model is structurally prevented from fabricating quotes — every quote is verified verbatim and is formated in APA7th.
Official implementation of "RealDenseFace: Real-time Monocular 3D Face Reconstruction from Dense UV-space Priors"