
Great
- 4 repo stars
- Updated July 12, 2026
- superstruct/great.sh
great.sh Loop — 16-role AI agent orchestration
About
great is a Claude Code skill in the AI & Agent Building category. great.sh Loop — 16-role AI agent orchestration
- great
- AI & Agent Building
- AI-coding skill
Great by the numbers
- Data as of Jul 20, 2026 (Skillselion catalog sync)
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| repo stars | ★ 4 |
|---|---|
| Last updated | July 12, 2026 |
| Repository | superstruct/great.sh ↗ |
What it does
great.sh Loop — 16-role AI agent orchestration
README.md
> great.sh
The managed AI dev environment. Alpha — open to testing and feedback.
One command. 15 AI agents. Fully configured. Open source.
Quick Start
curl -sS https://great.sh/install.sh | sh
great init
claude
What it does
- One command setup — from a blank machine to a fully configured AI dev environment
- AI agent orchestration — 15 specialized agents installed into Claude Code with
great loop install - MCP server management — install, configure, and credential-inject MCP servers from the registry
- Cloud-synced credentials — zero-knowledge encrypted vault syncs API keys across machines
CLI Commands
| Command | Description |
|---|---|
great init |
Initialize a new great.sh environment |
great apply |
Apply configuration to the current environment |
great status |
Show environment status |
great sync |
Sync configuration with the cloud |
great vault |
Manage encrypted credentials |
great mcp |
Manage MCP servers |
great doctor |
Diagnose environment issues |
great update |
Update great.sh to the latest version |
great diff |
Show configuration diff |
great template |
Manage configuration templates |
great loop |
Install and manage the great.sh Loop agent team |
MCP Bridge
The great mcp-bridge command runs an MCP server that routes to multiple AI backends (Gemini, Codex, Claude, Grok, Ollama).
Add it to Claude Code for the current project:
claude mcp add great-bridge -- great mcp-bridge
Or add it globally (all projects):
claude mcp add --scope user great-bridge -- great mcp-bridge
The great.sh Loop
A 15-role AI agent orchestration methodology. Each role is embodied by a historical figure whose expertise maps to the task.
Nightingale → Lovelace → Socrates → Humboldt → Da Vinci →
Wirth / Turing / Kerckhoffs / Nielsen (parallel) →
Dijkstra (code review) → Rams (visual) →
Knuth + Gutenberg (docs) →
Hopper → Deming
Requirements → spec → review → scout → build → test/security/perf/UX → code review → visual → docs → commit → observe. One iteration at a time.
Templates
Pre-configured environment templates from architecton.ai:
- AI Full Stack (TypeScript) — Claude Code + Codex + Gemini, Playwright MCP server, gh CLI
- AI Full Stack (Python) — Python with uv, PostgreSQL MCP server, full AI agent setup
- AI Data Science — CUDA, Jupyter, Gemini for data analysis, database MCP servers
- AI DevOps — Terraform, AWS CLI, Docker, Kubernetes MCP servers
- AI Minimal — Just Claude Code with Filesystem and Memory MCP servers
Development
# CLI
cargo build
cargo test
cargo clippy
# Marketing site
pnpm dev
pnpm build:site
Status
Alpha (v0.1.0). Core features work. We welcome bug reports and feedback.
License
Apache-2.0 — see LICENSE
Copyright 2025 Superstruct Ltd