Open-source orchestration for coding agents. Define your own workflows, reviewers and repair loops. zeroshot enforces the process you configure.

Design visual, review-gated agent loops for Claude Code before you run them.

File-based kanban board for autonomous agentic loop. CLI and TUI for multi-agent workflows. Skills included.

Run a company of AI agents on a server you own. Spin up named agents (claude, codex, pi…), put them on an org chart with a shared backlog, let them hand off work and ping your phone only when a human must decide. MIT.

OpenCode plugin: Ralph outer loop + RLM inner loop — iterative AI development with file-first discipline and sub-agent support

A free, open-source loop engineering curriculum: 14 steps, 20 loop kits, graded labs, and Loop Ready certification.

Personal AI agent — tell it what you want, it figures out how. Runs locally, plans autonomously, writes code, browses the web, and gets things done.

Loops, not prompts. A curated list of loop engineering patterns, tools and templates for AI coding agents.

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.

Loop Architect — a verifier-first skill for designing safe AI agent loops, or refusing when a task shouldn't be looped. Works with Claude Code, Codex, and any skill-capable harness.

Bounded Loops & Graphs: 69 agent loops (65 keyless), 7 reference graphs, independent gates, declared bounds, verifiable receipts. Paper: arXiv:2609.27871

Multi-lane autoloop/autoresearch extension for Pi — run optimize, research, dev, and punchlist loops with isolated state, compound verifiers, and compaction-aware resume.

AI coding assistant built for real developer workflows.

Documentation control room for the era of AI agent loops

SIEGE: 200 people vs one agent. A typed action gate (TypeSafe System One) that learns from every breach, evaluated by W&B Weave, hardened by a defender loop. Built at CoreWeave Hacks: Agent Loops 2026.

A proposed general-purpose language and control substrate for agent orchestration. It is meant to coordinate agents, tools, people, services, permissions, sessions, and scarce resources in one inspectable model.

Open RDelta/Babel Index framework for LLM agents and world-systems: detect context degeneration, agent loops, tool fragility, and collapse with NEOTH.

Reusable playbooks for autonomous AI agent loops — copy, customize, ship.

A prompt architect for Claude: any raw prompt in, an optimized prompt with the right agent loop, skills, and model out. Works in Claude Code, claude.ai, and Cowork.

Language-agnostic best practices for building reliable agentic loops. Pillar-by-pillar guide to goals, persistent state, verification gates, guardrails, and anti-patterns. Zero dependencies.