{"id":"d49f18db-2803-4d9c-993e-5bb6e660b065","entityType":"agent","slug":"clawhub-skills-aiwithabidi-agent-orchestrator-pro","name":"agent-orchestrator-pro","canonicalUrl":"https://www.xpersona.co/agent/clawhub-skills-aiwithabidi-agent-orchestrator-pro","canonicalPath":"/agent/clawhub-skills-aiwithabidi-agent-orchestrator-pro","generatedAt":"2026-10-10T05:19:28.964Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"description":"a6-agent-orchestrator-pro a6-agent-orchestrator-pro Full-featured agent orchestrator with registry, task queue, workflow engine, security scoping, cost controls, ClickUp integration, and project isolation. 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orchestrator with registry, task queue, workflow engine, security scoping, cost controls, ClickUp integration, and project isolation.\n\n## Features\n\n- **Agent Registry** — Register agents with model, system prompt, and permission scoping\n- **Permission Scoping** — Per-agent allowed tools, paths, external comms, and runtime limits\n- **Task Queue** — Priority-based queue with auto-routing to matched agents\n- **Project Isolation** — Tag tasks by project, filter and scope agent context per project\n- **Budget Controls** — Daily/monthly spend limits with alerts and pre-spawn checks\n- **ClickUp Integration** — Bi-directional sync (pull tasks, push completions)\n- **Workflow Engine** — Multi-step workflows with dependencies and failure handling\n- **Dashboard** — Auto-generated HEARTBEAT.md with full system overview\n- **Heartbeat** — Quick one-line health check\n- **Reports** — Summary reports with project and cost breakdowns\n\n## Requirements\n\n- Python 3.10+\n- SQLite (built-in)\n- OpenClaw workspace with `.data/sqlite/` directory\n- ClickUp API token (optional, for ClickUp sync)\n\n## Quick Start\n\n```bash\nPY=~/.openclaw/workspace/.venv/bin/python3\n\n# Initialize schema and seed default agents\n$PY scripts/agent_orchestrator.py --init\n\n# Register an agent with permissions\n$PY scripts/agent_orchestrator.py register security-scanner claude-sonnet-4 \\\n  \"Security scanning specialist\" \\\n  --allowed-tools \"web_search,read\" \\\n  --allowed-paths \"/workspace/tools,/workspace/skills\" \\\n  --max-runtime 120\n\n# Queue a task with project tag\n$PY scripts/agent_orchestrator.py queue \"Research competitor pricing\" --type research --priority 2 --project mlm\n\n# Set budget limits\n$PY scripts/agent_orchestrator.py budget set --daily 5.00 --monthly 100.00\n\n# Check status\n$PY scripts/agent_orchestrator.py status\n\n# Run next task (checks budget before spawning)\n$PY scripts/agent_orchestrator.py run-next\n```\n\n## Commands\n\n### Agent Management\n| Command | Description |\n|---------|-------------|\n| `register <name> <model> <prompt> [--allowed-tools] [--allowed-paths] [--can-send-external] [--max-runtime]` | Register agent with permissions |\n| `list` | List all agents with permission summary |\n| `list --project <name>` | List tasks filtered by project |\n| `assign <task_type> <agent_name>` | Map task type to agent |\n\n### Task Queue\n| Command | Description |\n|---------|-------------|\n| `queue <description> [--type] [--priority] [--project]` | Queue a task |\n| `run-next` | Run highest-priority queued task (budget-checked) |\n| `auto-route [--execute] [--force]` | Auto-assign agents to unrouted tasks |\n| `status` | Overview with agent count, queue, budget |\n\n### Budget Controls\n| Command | Description |\n|---------|-------------|\n| `budget set --daily <$> --monthly <$>` | Set spend limits |\n| `budget status` | Current spend vs limits |\n| `budget alert` | Warning if approaching limits (80%+) |\n| `budget log <amount> [--agent] [--desc]` | Record a spend entry |\n\n### ClickUp Integration\n| Command | Description |\n|---------|-------------|\n| `sync-clickup` | Pull tasks from ClickUp folders |\n| `update-clickup` | Push completed results back to ClickUp |\n\n### Monitoring\n| Command | Description |\n|---------|-------------|\n| `dashboard` | Full dashboard → HEARTBEAT.md |\n| `heartbeat` | Quick one-line health check |\n| `report` | Summary report with project/cost breakdown |\n| `history [--limit N]` | Execution history |\n\n## Permission Scoping\n\nEach agent can be configured with:\n- **allowed_tools** — JSON array of tool names the agent can use\n- **allowed_paths** — JSON array of file paths the agent can access\n- **can_send_external** — Whether the agent can send emails/messages\n- **max_runtime_seconds** — Kill timeout for the agent\n\nPermissions are injected into the agent's system prompt when spawned via `run-next`, creating a security scope enforced by the model.\n\n## Project Isolation\n\nTasks can be tagged with a project name:\n```bash\n$PY scripts/agent_orchestrator.py queue \"Build landing page\" --type build_skill --project mlm\n$PY scripts/agent_orchestrator.py list --project mlm\n```\n\nWhen an agent is spawned for a project-tagged task, its system prompt includes project context instructions limiting scope.\n\n## Cost Controls\n\nBudget limits prevent runaway spending:\n```bash\n$PY scripts/agent_orchestrator.py budget set --daily 5.00 --monthly 100.00\n$PY scripts/agent_orchestrator.py budget log 0.15 --agent researcher --desc \"Deep research on X\"\n$PY scripts/agent_orchestrator.py budget alert\n```\n\nThe `run-next` command checks budget before spawning any agent and refuses if limits are exceeded.\n\n## Database\n\nSQLite at `.data/sqlite/agxntsix.db` with tables:\n- `agents` — Registry with permissions\n- `task_queue` — Priority queue with project tags\n- `execution_log` — Run history\n- `budget_config` — Spend limits\n- `daily_spend` — Spend tracking\n- `workflow_definitions` / `workflow_steps` / `workflow_runs` — Workflow engine\n- `agent_task_mappings` — Type-to-agent routing\n- `agent_configs` — Key-value config per agent\n\n## Architecture\n\n```\nUser/Cron → Queue Task → Auto-Route → Budget Check → Spawn Agent (with permissions)\n                                                          ↓\n                                              Permission-scoped system prompt\n                                              Project-isolated context\n                                              Runtime-limited execution\n                                                          ↓\n                                              Log result → Update ClickUp → Dashboard\n```\n\n---\n\n**Built by Agent Six (a6)**\n\n🌐 [agxntsix.ai](https://agxntsix.ai)\n💼 [LinkedIn](https://linkedin.com/in/agxntsix)\n🎥 [YouTube](https://youtube.com/@agxntsix)\n🐙 [GitHub](https://github.com/agxntsix)\n📅 [Book a Call](https://cal.com/agxntsix)\n","readmeExcerpt":"a6-agent-orchestrator-pro Full-featured agent orchestrator with registry, task queue, workflow engine, security scoping, cost controls, ClickUp integration, and project isolation. Features - **Agent Registry** — Register agents with model, system prompt, and permission scoping - **Permission Scoping** — Per-agent allowed tools, paths, external comms, and runtime limits - **Task Queue** — Priority-based queue with aut","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"PY=~/.openclaw/workspace/.venv/bin/python3\n\n# Initialize schema and seed default agents\n$PY scripts/agent_orchestrator.py --init\n\n# Register an agent with permissions\n$PY scripts/agent_orchestrator.py register security-scanner claude-sonnet-4 \\\n  \"Security scanning specialist\" \\\n  --allowed-tools \"web_search,read\" \\\n  --allowed-paths \"/workspace/tools,/workspace/skills\" \\\n  --max-runtime 120\n\n# Queue a task with project tag\n$PY scripts/agent_orchestrator.py queue \"Research competitor pricing\" --type research --priority 2 --project mlm\n\n# Set budget limits\n$PY scripts/agent_orchestrator.py budget set --daily 5.00 --monthly 100.00\n\n# Check status\n$PY scripts/agent_orchestrator.py status\n\n# Run next task (checks budget before spawning)\n$PY scripts/agent_orchestrator.py run-next"},{"language":"bash","snippet":"$PY scripts/agent_orchestrator.py queue \"Build landing page\" --type build_skill --project mlm\n$PY scripts/agent_orchestrator.py list --project mlm"},{"language":"bash","snippet":"$PY scripts/agent_orchestrator.py budget set --daily 5.00 --monthly 100.00\n$PY scripts/agent_orchestrator.py budget log 0.15 --agent researcher --desc \"Deep research on X\"\n$PY scripts/agent_orchestrator.py budget alert"},{"language":"text","snippet":"User/Cron → Queue Task → Auto-Route → Budget Check → Spawn Agent (with permissions)\n                                                          ↓\n                                              Permission-scoped system prompt\n                                              Project-isolated context\n                                              Runtime-limited execution\n                                                          ↓\n                                              Log result → Update ClickUp → Dashboard"}],"parameters":{},"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["typescript"],"docsSourceLabel":"CLAWHUB","editorialOverview":"a6-agent-orchestrator-pro a6-agent-orchestrator-pro Full-featured agent orchestrator with registry, task queue, workflow engine, security scoping, cost controls, ClickUp integration, and project isolation. 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