mikeyobrien/ralph-orchestrator
An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
No releases in the last 90 days; the most recent was 133 days ago, with 37 contributors on GitHub.
The biggest single-day gain in the last year, +147 stars on Jan 20, coincided with release v2.1.1.
Use Cases & Benefits
- Implements autonomous AI agent orchestration using the Ralph Wiggum technique to iteratively run agents until task completion or limits are reached.
- Supports multiple AI agents with auto-detection, robust error recovery, async checkpointing, and persistent context for reliable, continuous autonomous workflows.
- Use for automating complex software development tasks with AI agents like Claude, Kiro, Gemini, or ACP-compliant tools in a configurable loop.
- Use for integrating AI-driven task orchestration into CI/CD pipelines with permission-controlled ACP agent execution and automatic retries.
- Use for research or experimentation with autonomous AI agent orchestration leveraging rich terminal output, prompt archiving, and detailed metrics tracking.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
A somewhat functional implementation of the Ralph Wiggum software engineering technique - putting AI agents in a loop until the task is done.
"Me fail English? That's unpossible!" - Ralph Wiggum
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
302+16
Open issues
20+13
Compared with peers in AI
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| thedotmack/claude-mem | 113.6K | +8.8K | 35 | today |
| D4Vinci/Scrapling | 98.1K | +6.9K | 65 | 1 day ago |
| Leonxlnx/taste-skill | 110.7K | +5.2K | 55 | 1 day ago |
| calesthio/OpenMontage | 77.2K | +4.2K | 40 | — |
| heygen-com/hyperframes | 79.6K | +4.1K | 45 | today |
| mikeyobrien/ralph-orchestrator | 3.2K | — | 51 | 133 days ago |
| Category median | 98.1K | +5.2K | 45 | — |
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