andyzengmath/quantum-loop
22 stars · Last commit 2026-04-27
Spec-driven autonomous development loop for Claude Code. Combines structured PRD generation, dependency DAG execution, two-stage review gates, and Iron Law verification.
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# Quantum-Loop **Your AI agent writes code. Quantum-Loop makes sure it writes the *right* code.** A Claude Code plugin that turns a one-line feature description into verified, reviewed, autonomously-implemented code -- through structured specs, dependency-aware execution, parallel worktree agents, and mandatory verification gates that prevent AI agents from cutting corners. > Named after [Loop Quantum Gravity](https://en.wikipedia.org/wiki/Loop_quantum_gravity): spacetime is built from discrete, verified loops. So is your codebase. --- ## The Problem AI coding agents are fast. They're also confidently wrong. They skip tests, ignore specs, claim "it should work" without checking, and produce code that drifts from requirements with each iteration. **Quantum-Loop solves this with three principles:** 1. **Structured specs before code** -- No implementation until requirements are formal, granular, and machine-verifiable 2. **Dependency-aware execution** -- Stories execute from a DAG, not a flat list. Failures don't cascade into unrelated work 3. **No claims without evidence** -- The Iron Law: every "it works" requires fresh command output proving it