Loop Engineering

A Codex and Claude Code plugin for shaping and running long autonomous engineering work organized by epics/phases/tasks, without losing the plot

An issue-driven Loop Engineering plugin for Codex that brings structured workflows, isolated execution, and auditable software delivery to vibe coding.

A fixed loop for building with Claude Code: a lead agent, three specialised sub-agents (builder, reviewer, control), a deterministic gate, and two human gates. Plain files only: skills, agents, slash commands, rules and a markdown vault. Prototype.

The public home for FifthDev and Fabric: reliable agent context, local code intelligence, and governed workflows.

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.

Loop engineering for Claude Code: turn any request into a bounded, self-verifying agent loop — design, build, discover, audit. The 'write loops not prompts' method + Loop Library rigor.

AI Agent skill for Loop Engineering & Multi-Agent Swarm Orchestration with budget caps, minimal fixes, and continuous Dev-QA gates

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.

A safety preflight tool for Claude Code and Codex that decides whether a coding task should loop, then generates a bounded execution contract.

Loop engineering for AI agents.

Prompt → context → loop → spiral: is the system running your loops verifiably improving? A falsifiability contract (pitch · grounding · null-ratio), zero-dep instruments, a real ledger — 7/7 skills Δ>0, measured for under $1. A loop returns to where it started; a spiral proves it didn't.

Claude Code plugin that builds deterministic multi-agent dev pipelines — define the graph in YAML, scaffold agents into your repo, run with spec gates, feedback loops, and resume.

A Claude Code skill that turns a mission into a self-maintaining, self-repairing agent harness.

A zero-dependency workflow that keeps a codebase's decisions, work, and definition of done honest and enforced by a git hook and CI, not by anyone remembering to.

Loop Engineering for AI coding agents, with real review boundaries. Your AI reviewer cannot edit code. Structurally.

Autonomous closed-loop multi-agent software delivery pipeline for Salesforce development with JIRA, Slack, and GitHub integration.

An autonomous coding loop you can drop into your repo — the AI never decides what passes: the harness runs the tests and mutation testing itself, and only zero-survivor work gets committed.

Claude Code-based loop engineering template adapts any kind of development projects

read your agent's run back — a flight review + the skill to extract. observability shows you the run; postflight closes the loop.

App Idea to Final App in one go. Chat the plan, then chill. Build an end to end app straight, Powered By Agentic AI Loops. Agent doesn't stop until Human received their final product.