Agent Task Manager

Overview

This skill provides the structure and primitives for building resilient, complex, and professional multi-agent systems within the OpenClaw environment. It transforms simple scripts into production-ready workflows.

Core Capabilities

1. Orchestration and Task State

• Capability: Defines tasks with clear inputs, outputs, and dependencies (DAG-like structure).
• Execution: Uses molt_task.py to manage state in task_state.json.
• Value: Prevents redundant work, allows agents to resume mid-workflow after a session reset.

2. External Rate-Limit Management

• Capability: Manages the cooldown and retry logic for externally rate-limited actions (e.g., API posts, web scrapes).
• Execution: Uses the scripts/cooldown.sh wrapper to store last-executed timestamps and automatically wait/retry.
• Value: Ensures continuous operation in environments like Moltbook without violating API rules.