State-of-the-art 2D and 3D Face Analysis Project
🕸️ Web apps in pure Python 🐍
为OPC/中小微企业量身打造的自媒体获客智能体
An Agentic Framework for Reflective PowerPoint Generation
Cascading runtime for AI agents. Optimize cost, latency, quality, and policy decisions inside the agent loop.
一个基于 283 万字语料统计的去 AI 味 skill · An AI-tone removal skill grounded in a 2.83-million-character corpus study
Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.
PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially useful for data analysis.
Flutter Reverse Engineering Framework
PerfKit Benchmarker (PKB) contains a set of benchmarks to measure and compare cloud offerings. The benchmarks use default settings to reflect what most users will see. PerfKit Benchmarker is licensed under the Apache 2 license terms. Please make sure to read, understand and agree to the terms of the LICENSE and CONTRIBUTING files before proceeding.
Elyra extends JupyterLab with an AI centric approach.
Ultra-fast and customizable Python charts
A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md.
Automated Machine Learning on Kubernetes
通过102万字语料提炼的公文写作 skill,把公文写作风格变成可测量、可验收的量化数据
An Omni Real-Time Assistant for Everyone
Functions and classes to access online data resources. Maintainers: @keflavich and @bsipocz
Single-GPU LLM fine-tuning preflight: memory estimates, runnable LoRA/QLoRA recipes, and local measurements.
Turns corrections into Preferences, Project-specific skills, and Shared skills for Claude Code, Codex, and OpenCode.
Image composition toolbox: everything you want to know about image composition/compositing or object/subject insertion/addition/compositing.
Kubeflow’s superfood for Data Scientists
7zip in python3 with ZStandard, PPMd, LZMA2, LZMA1, Delta, BCJ, BZip2, and Deflate compressions, and AES encryption.
LLM-authored task-specific Jev harnesses with optional full-trajectory reward reflection and GEPA evolution.
Local privacy preflight for files, folders, and archives—catch secrets, PII, metadata, and hidden document content before sharing.
Official code for Agent-Reflex: Teaching Language Agents to Act Reflectively
A fast browser-use skill powered by local LLMs via single-token reflexes. Fast, local-first, zero hallucinations.
Reference implementation of FINESSE: self-reflective multi-agent financial reasoning with dynamic expert routing and ethical verification.
Official codebase for Spotter: Let the Embodied Model Lead, and the VLM Reflect for It
Mirror is Reflection's coding harness
A small open decision model: state + typed questions -> calibrated probabilities. A Jev / System One re-creation on Qwen3.5.
Local VLA workbench: data diagnostics, reproducible preparation and reference training.
Run an After Action Review after any AI session and write concrete lessons so your agent stops repeating mistakes. A manual Reflexion loop, built on the US Army's AAR method.
A local-first AI companion for books and films, with memory, ratings, reflections, and personalized recommendations.
Dependency-free preflight checks for repositories before making them public
Pre-submission integrity gate for LaTeX papers: every reference verified against real scholarly records. No LLM guessing.
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Open-source agent execution-recovery controller for coding and tool-using AI agents.
Code review via the change impact measure
支持并发与多轮对话的 Agent Harness,具备上下文治理、断点恢复、Shell 沙箱和回归评测。
Two-engine memory stack for AI agents: Mnemosyne (reflex memory) + GBrain (knowledge brain). Installer, launcher, doctor — one command, any host.
Cloud MCP gateway that connects a StackChan desk robot to claude.ai — OAuth 2.1 bridge, reflex daemon, pixel avatar toolkit, and the field notes from making it work
Reflex: Visually Grounded Reactive Humanoid Control (code coming soon)
Private, local-first AI meeting assistant for transcription, speaker diarization and meeting notes. Open-source, self-hosted alternative to Granola, Meetily, Fireflies.ai, Fathom and Otter.ai.
Learning Native Reflection in Unified Models: reflection SFT and multi-round Flow-GRPO RL for BAGEL
Evidence-driven, privacy-first reflective automation for personal agents.
基于《崩坏:星穹铁道》角色「流萤」的桌面智能 AI 伴侣系统。 流萤以 Live2D 形态常驻桌面,流式 AI 对话、本地 ONNX 语义记忆、双引擎主动关怀、GPT-SoVITS 流萤原声 TTS、Agent 任务执行、MCP 开放工具链与 Skill 插件体系。
Official implementation for "MotionSpaceFlow: Representation-Aware Flow Matching in Direct Motion Space"
PRiMeFlow — a flow matching generative model for perturbation response modeling
An open-source interactive audio workstation that learns the harmonic structure of a sample library. Reflector absorbs your sound world and makes it navigable across sessions and individual arrangements.