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ralph-orchestrator
An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration
2.9kstars
272forks
Rust
aiai-agentsai-agents-frameworkai-developer-toolsclaude-codeclaude-code-clicodex-clidevelopment-toolsdevelopment-workflowgemini-clikirokiro-cli
Quality signals
StaleNo testsNo CIThin docsNo licensePopular
AI summary
Auto-generated overview of what this skill does and when to reach for it.
A lightweight framework to coordinate multiple AI agents using a simple, text-based orchestration system inspired by Ralph Wiggum.
Use this when
- You need to chain multiple AI agents together without complex setup
- Your agents use text-based communication (e.g., prompts or JSON)
- You want a minimal, dependency-light orchestration tool
- You're prototyping agent interactions before scaling up
- Your agents follow a simple turn-based protocol
Don't use when
- You need real-time, high-frequency agent coordination
- Your agents require binary or binary-like data exchange
- You need strict performance guarantees or benchmarks
Capabilities
- Text-based agent coordination via simple protocols
- Supports sequential and parallel agent execution
- Lightweight with minimal external dependencies
- Works with any AI agent that accepts text input/output
- Includes basic logging for debugging agent interactions
- Designed for rapid prototyping of multi-agent systems
InstallSKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest mikeyobrien/ralph-orchestratorAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/ralph-orchestrator curl -fsSL https://raw.githubusercontent.com/mikeyobrien/ralph-orchestrator/main/SKILL.md -o ~/.claude/skills/ralph-orchestrator/SKILL.md
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