Persistent Dev Orchestrator — Free OpenClaw Skill
Deploy, manage, and monitor self-healing AI developer agents running reliably in the background.
Security reviewed. Manually tested and reviewed by the Remote OpenClaw team before going live.
Background multi-agent swarms
Transform your OpenClaw instance into a master project manager. Launch isolated, persistent environments that safely run independent agent tasks asynchronously without silent failures or hanging instances.
Core orchestration directives
- Zero-trust verification — stop paying for hallucinated work. This orchestrator forces OpenClaw to physically verify Git commits (
git diff,git log) before ever reporting a task is complete. - Autonomous healing & triage — background agents will actually try to fix themselves, recovering from authentication errors, unblocking rate limits, and modifying PRDs before bothering the human operator.
- Multi-step execution playbooks — deploy targeted fixes, comprehensive PRD builds, and parallel worker swarms using pre-configured, battle-tested deployment scripts.
How to install
Download the skill files from the link in your email, then copy them into your skills directory:
cp persistent-dev-orchestrator.md ~/openclaw/skills/
Restart OpenClaw or run /skills reload and the orchestrator will be ready to manage your dev agents.
FAQ
Do I need coding experience?
Some familiarity with Git and Docker helps since this skill orchestrates dev workflows. But the setup itself is copy-paste.
Does it work with tmux?
Yes. The orchestrator uses tmux sessions for persistent, isolated agent environments.
What happens when an agent fails?
The autonomous healing system attempts recovery automatically -- fixing auth errors, retrying rate-limited requests, and adjusting task plans before escalating to you.