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lemony-ai / cascadeflow

Cascading runtime for AI agents. Optimize cost, latency, quality, and policy decisions inside the agent loop.

★ 3.9k Python 25d ago
kubeflow / spark-operator

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

★ 3.2k Python today
kayak / pypika

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.

★ 2.9k Python 2d ago
GoogleCloudPlatform / PerfKitBenchmarker

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.

★ 2.0k Python today
elyra-ai / elyra

Elyra extends JupyterLab with an AI centric approach.

★ 2.0k Python today
BayramAnnakov / claude-reflect

A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md.

★ 1.8k Python 18d ago
astropy / astroquery

Functions and classes to access online data resources. Maintainers: @keflavich and @bsipocz

★ 798 Python 1d ago
ReflexioAI / claude-smart

Turns corrections into Preferences, Project-specific skills, and Shared skills for Claude Code, Codex, and OpenCode.

★ 787 Python 4d ago
bcmi / libcom

Image composition toolbox: everything you want to know about image composition/compositing or object/subject insertion/addition/compositing.

★ 742 Python 15d ago
miurahr / py7zr

7zip in python3 with ZStandard, PPMd, LZMA2, LZMA1, Delta, BCJ, BZip2, and Deflate compressions, and AES encryption.

★ 558 Python 8d ago
TianyuCodings / JevHarness

LLM-authored task-specific Jev harnesses with optional full-trajectory reward reflection and GEPA evolution.

★ 557 Python 5d ago
jasonzhang06-source / sharelint

Local privacy preflight for files, folders, and archives—catch secrets, PII, metadata, and hidden document content before sharing.

★ 395 Python 8d ago
APUS-AI-Lab / fast-browser-use

A fast browser-use skill powered by local LLMs via single-token reflexes. Fast, local-first, zero hallucinations.

★ 232 Python 1mo ago
zqc3117 / Spotter

Official codebase for Spotter: Let the Embodied Model Lead, and the VLM Reflect for It

★ 205 Python 1d ago
kshetrajna12 / reflex

A small open decision model: state + typed questions -> calibrated probabilities. A Jev / System One re-creation on Qwen3.5.

★ 170 Python 14d ago
Dbp-dev12 / vla-preflight

Local VLA workbench: data diagnostics, reproducible preparation and reference training.

★ 112 Python 25d ago
coopersimson96 / aar-loop

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.

★ 101 Python 2mo ago
Apricooooot / local-culture-agent

A local-first AI companion for books and films, with memory, ratings, reflections, and personalized recommendations.

★ 100 Python 2mo ago
amos689 / paper-preflight

Pre-submission integrity gate for LaTeX papers: every reference verified against real scholarly records. No LLM guessing.

★ 91 Python 5d ago
usedotai / dot-reflex

Open-source agent execution-recovery controller for coding and tool-using AI agents.

★ 74 Python 1mo ago
pei711 / CodeFlow-harness

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。

★ 54 Python 16d ago
AxelFooley / MnemoBrain

Two-engine memory stack for AI agents: Mnemosyne (reflex memory) + GBrain (knowledge brain). Installer, launcher, doctor — one command, any host.

★ 40 Python today
tianyupaipai-cmd / stackchan-cloud-mcp

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

★ 38 Python 14d ago
ToberJ / reflex

Reflex: Visually Grounded Reactive Humanoid Control (code coming soon)

★ 35 Python 5d ago
estebanstifli / Meet2Notes

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.

★ 33 Python 19d ago
waltstephen / UMM-Reflection

Learning Native Reflection in Unified Models: reflection SFT and multi-round Flow-GRPO RL for BAGEL

★ 31 Python today
zealxz / quietloop

Evidence-driven, privacy-first reflective automation for personal agents.

★ 30 Python 1mo ago
hhjk21 / Firefly-Companion-AI-

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。

★ 29 Python 2mo ago
lycorp-jp / MSFlow

Official implementation for "MotionSpaceFlow: Representation-Aware Flow Matching in Direct Motion Space"

★ 28 Python 8d ago
altoslabs / primeflow

PRiMeFlow — a flow matching generative model for perturbation response modeling

★ 26 Python 2mo ago
austinrockman / reflector

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.