feedback-loop

The universal system operator and architecture for RxSwift

The collaboration layer for AI teams: domain experts annotate and review agent behavior, engineers improve the agent from what they find.

Go library to create resilient feedback loop/control controllers.

An agent-based computational economy with macroeconomic equilibria from microeconomic behaviors

An open-source cost controller for AI agent loops — stops a loop when it's actually converged and rolls back before it degrades, instead of running to a fixed max_iterations cap. Real-time loop-gain (Aβ) bands + best-so-far rollback. Adapters for LangGraph, CrewAI, AutoGen, LangChain, OpenAI Agents, and Claude Agent SDK; raw API for custom stacks.

Astra Skill Optimizer for GPT-6/Astra project Skill and workflow adaptation

Spin aims to provide a versatile Feedback Loop implementation working with the three main reactive frameworks available in the Swift community (RxSwift, ReactiveSwift and Combine)

半人马环 Centaur Loop：AI 员工的最小工作单元框架。把复杂岗位拆解为可由 AI 接管、由人类治理、由反馈和记忆持续进化的循环工作流 / The smallest work unit for building AI employees.

An Interactive Feedback Dialog for Android inspired from Google Maps Review section

A queryable second brain over your scattered notes and docs - hybrid retrieval (vector + BM25), section-level citations, and an MCP server so AI agents can use it. ~300 lines, no LangChain.

Controllers designed to the 5MW NREL wind turbine using Simulink and Fast V8

Tricorder provides simple, fast, focused feedback when hacking on Haskell (with or without LLM agents).

Arduino library and MATLAB/Simulink API for the AutomationShield Arduino expansion boards for control engineering education.

Feedbacks is a tool to build feedback loops within a Swift based application. Feedbacks relies on Combine and is compatible with SwiftUI and UIKit

📬 PHP class to help webmasters handle bounce-back, feedback loop and ARF mails in standard DSN

Documentation website for Samelogic Platform, APIs, and SDKs

Review coding agents without arguing through chat. Comment directly on plans and diffs, let the agent revise them live, and track every issue to resolution.

Collect feedback in-game/in-app with STOMT for Unreal Engine.

ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-block detected secret leaks, and block matches in strict mode.

The Wandering Dreamer: An Synthetic Feedback Loop