TaiyiForge
An engineering pipeline that turns AI-assisted coding into a nine-stage, gated workflow, from requirement through design, development, test and review, usable identically across several coding agents.
TaiyiForge is a state-machine engine that wraps AI coding assistance in a fixed nine-stage pipeline: change, requirement, design, UI design, task, development, test, review and integration. Development follows a test-driven red-then-green cycle, and three stages, change, design and review, require human approval before the engine advances, so the agent cannot approve its own work.
The same command vocabulary works identically across Claude Code, Cursor, Codex and OpenCode: creating a change, checking status, writing an artifact and continuing to the next stage follow one set of rules regardless of which coding tool is driving it. A planning command can also take a full requirements document, PRD, PDF or URL and split it into multiple changes with generated backend and frontend scaffolding. It installs from npm and syncs its skills into the chosen AI terminal.