How do I install the Openclaw Agent Orchestrator skill?

Run npx skillmds@latest add dvcrn/openclaw-agent-orchestrator in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Openclaw Agent Orchestrator safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: executes scripts. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Openclaw Agent Orchestrator?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Openclaw Agent Orchestrator free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Openclaw Agent Orchestrator?

dvcrn (@dvcrn) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Openclaw Agent Orchestrator by dvcrn

Name: Openclaw Agent Orchestrator
Rating: 4.2 (5 reviews)
Author: dvcrn

Openclaw Agent Orchestrator

Create and repair durable OpenClaw agents, bindings, and runtime state. Use when the user wants real subagents, durable agent entries, or proof that orchestration actions actually changed live state. Prefer verified `openclaw agents add` flows over optimistic `sessions_spawn` narration.

dvcrn Updated Sep 8, 2026 32 repo stars

File contents

OpenClaw Agent Orchestrator

Use this skill when the user wants real subagents or when the runtime claims it started agents but openclaw agents list and openclaw agents bindings do not show them.

Durable Agent Rule

For durable subagents in this deployment, use openclaw agents add and verify the result.

Do not use sessions_spawn with mode="session" for durable agent creation here. This runtime has already returned errors such as:

mode="session" requires thread=true
thread=true is unavailable because no channel plugin registered subagent_spawning hooks

Treat sessions_spawn as ephemeral-only unless the current runtime explicitly proves thread-bound session support.

Workflow

Run scripts/verify-runtime.sh to see the current truth.
If the requested durable agent does not exist, run scripts/create-agent.sh <agent-id> <name> <emoji> [theme].
If the user asked for routing, add bindings with openclaw agents bind.
Re-run scripts/verify-runtime.sh.
Report only what is present in verified runtime output.

Guardrails

Never say an agent was created until openclaw agents list --json shows it.
Never claim bindings exist until openclaw agents bindings --json shows them.
Do not use crontab in this environment. Use openclaw cron ... only if a schedule is actually needed.
Do not say GO, starting now, or spawned successfully before a verified state change.

Commands

Verify:

./scripts/verify-runtime.sh

Create one durable agent:

./scripts/create-agent.sh oracle "Oracle" "🔮" "qa"

Create one durable agent from a copied workspace and verify:

./scripts/create-agent.sh trinity "Trinity" "🥷" "ops"
./scripts/verify-runtime.sh

---name: openclaw-agent-orchestratordescription: Create and repair durable OpenClaw agents, bindings, and runtime state. Use when the user wants real subagents, durable agent entries, or proof that orchestration actions actually changed live state. Prefer verified `openclaw agents add` flows over optimistic `sessions_spawn` narration.---# OpenClaw Agent OrchestratorUse this skill when the user wants real subagents or when the runtime claims it started agents but `openclaw agents list` and `openclaw agents bindings` do not show them.## Durable Agent RuleFor durable subagents in this deployment, use `openclaw agents add` and verify the result.Do not use `sessions_spawn` with `mode="session"` for durable agent creation here. This runtime has already returned errors such as:- `mode="session" requires thread=true`- `thread=true is unavailable because no channel plugin registered subagent_spawning hooks`Treat `sessions_spawn` as ephemeral-only unless the current runtime explicitly proves thread-bound session support.## Workflow1. Run `scripts/verify-runtime.sh` to see the current truth.2. If the requested durable agent does not exist, run `scripts/create-agent.sh <agent-id> <name> <emoji> [theme]`.3. If the user asked for routing, add bindings with `openclaw agents bind`.4. Re-run `scripts/verify-runtime.sh`.5. Report only what is present in verified runtime output.## Guardrails- Never say an agent was created until `openclaw agents list --json` shows it.- Never claim bindings exist until `openclaw agents bindings --json` shows them.- Do not use `crontab` in this environment. Use `openclaw cron ...` only if a schedule is actually needed.- Do not say `GO`, `starting now`, or `spawned successfully` before a verified state change.## CommandsVerify:```bash./scripts/verify-runtime.sh```Create one durable agent:```bash./scripts/create-agent.sh oracle "Oracle" "🔮" "qa"```Create one durable agent from a copied workspace and verify:```bash./scripts/create-agent.sh trinity "Trinity" "🥷" "ops"./scripts/verify-runtime.sh```

Frequently asked questions