mikeyobrien/ralph-orchestrator
An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration observed · 2026-08-28
Health v2 · maintenance only
81/100
- Activity 99
- Release rhythm 90
- Longevity 25
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: 1.0
- age_days: 360
- days_rel: 71
- days_push: 8
- n_releases_24m: 43
Adoption not part of the score
3112 stars · 291 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A Rust CLI that orchestrates autonomous AI coding agents (Claude Code, Codex CLI, Gemini CLI, etc.) in a repeated loop until a task completes, based on the Ralph Wiggum technique. It includes spec-driven planning, presets, and an alpha web dashboard for monitoring orchestration loops.
Use cases
- run an AI agent in a loop until a coding task is done
- orchestrate claude code or codex cli autonomously
- plan and implement features with spec-driven AI development
- monitor autonomous agent loops from a web dashboard
- automate long-running AI coding sessions
- use multiple AI CLI backends with one orchestrator
When to choose
- you want hands-off, iterative AI agent execution for coding tasks
- you already use Claude Code, Codex CLI, or Gemini CLI and want loop orchestration
- you prefer spec-driven (plan-then-implement) AI workflows
When to avoid
- you need a fully stable, production-hardened orchestration platform (dashboard is alpha)
- you want a GUI-first agent tool rather than a CLI
- your tasks need human-in-the-loop approval at each step
Facets
cli-tool · maturity active
agent-framework workflow-automation cli developer-tools developer-tools cli cross-platform rust ai-agent-orchestration ralph-wiggum-technique autonomous-coding-loop claude-code codex-cli gemini-cli spec-driven-development web-dashboard ai-agents automation command-line nodejs
1 source
- readme: https://github.com/mikeyobrien/ralph-orchestrator · fetched 2026-08-28 · 014978d12b57
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| mikeyobrien/ralph-orchestrator | main | 81 |
For agents
markdown · JSON · MCP: product_card(name="mikeyobrien/ralph-orchestrator")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem