Spec-driven, agentic workflow framework for AI coding agents. Turn a request into a verifiable goal loop — plan, act, verify — with durable specs and evidence in your repo. Works with Claude Code, Codex, Gemini, OpenCode, and plain CLI.

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

Openloomi is your open-source proactive AI Mates that remembers all work details.

Inference-native Tokenmaxxing Agent Harness for Loop Engineering

OpenCode++：为 OpenCode 增加上下文、边界、证据、验证与修复闭环的可靠性增强层

A configurable runtime for creating governed agentic loops to reliably enable autonomous execution of complex multi-step workflows.

论文解析 Agent 系统（Agent Harness + Loop Engineering），实现结构化抽取与闭环验证优化。

Persistent project-scoped memory for Claude Code. Auto-loads on session start, structured by schema, hot/cold layered.

Desktop harness for loop-engineering local AI-agent workflows.

LoopCraft runtime harness plugin for Hermes with evidence-first execution, verification-first workflows, and self-correcting AI agent behavior. Installs as proofrail for compatibility.

AI Software Runtime（ASR）是一套面向 AI 编程任务的自治式软件工程运行时。 其核心目标不是让 AI 更会写代码，而是让 AI 生成的软件能够稳定收敛。

Local AI workbench: plan, queue, route, validate, and hand off long-running work using your already-installed Codex and Claude Code CLIs as hidden workers.

Claude Code dynamic workflow for autonomous software engineering. Zero human intervention. Spec-driven, doc-as-ground-truth pipeline that persists across sessions. Agents understand the full project — won't fix local and break global.

Curated resources and practical patterns for Loop Engineering with AI and coding agents

Open-source loop engineering for auditable business briefings: claims, evidence, gates, findings, repairs, and human review.

The sharpest loop engineering out there in the flagship pack. Plus a catalogue system with additional packs of subagents, skills, and hooks. Install per repo or per user. It's npm for your coding agent. The force multiplier behind the 100x engineer. Works with Claude Code, Codex, Cursor, Copilot, Gemini, Kiro.

Contract-based multi-agent skill framework for Claude Code & Codex — compile YAML runbooks into SKILL.md with loop, parallel, and checkpoint support.

A git-native civilization loop — laws are Issues, votes are reactions, AI agents propose & narrate, the world ticks every 1h. Loop Engineering in action.

An agent-native setup kit for turning a well-scoped repo into a supervised multi-agent coding loop, with Beacon loop planning. Stop prompting coding agents one task at a time. Give your repo a loop.

Codex Orchestrator for Codex App: Loop Engineering with worktree sessions, heartbeat monitoring, persistent ledger, review routines, and evidence-label gates.