abidwaqar/AI-Judgment-Orchestration

README preview

# AI Judgment Orchestration

**Ship like a team — with one command.** A judgment-driven orchestration of AI coding agents: one prompt becomes a reviewed, tested, security-audited change.

Built as [Claude Code](https://claude.com/claude-code) **skills** and **subagents**. Instead of you manually running the *implement → find bugs → review → fix → re-review* loop, a **product-lead** skill orchestrates a team of specialists and only comes back to you twice: to confirm scope, and to review the final diff. It's *judgment* orchestration because the lead makes the calls a script can't — skipping phases that don't apply, looping fixes back to the author, capping the loop at two rounds, and escalating to you.

I built this while building a production app solo; it let one person ship at the pace and quality of a small team. These templates don't assume any particular tech stack — adapt them to your project. Built for Claude Code, but the *pattern* runs on any agent harness ([see below](#works-beyond-claude-code)).

> **Star this repo** if it's useful — it helps other builders find it.

---

## The idea in one picture

```mermaid
flowchart TD
  H1(["👤 You: /product-lead — 'build X'"]):::human
  P1["Lead · capture & scope<br/>reads CLAUDE.md + existing code"]:::lead
  Q1{"UI change?"}:::gate
  DES["Designer<br/>flows + all states"]:::designer

View full repository on GitHub →