OpenClaw

agent-task-manager

Manages and orchestrates multi-step, stateful agent workflows; handles task dependencies, persistent state, error recovery, and external rate-limiting. Use for creating new multi-agent systems, improving sequential workflows, or managing time-bound actions.

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查看来源 ↗安装与使用 SKILL.md ↗

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。

SkillHub CLI

skillhub install dobbybud/agent-task-manager

打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

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.

3. Modular Role-Based Agents

Capability: Provides a template structure for specialized roles (e.g., ContractAuditor, FinancialAnalyst).
Execution: Modules are designed to be run independently or sequenced by the Orchestrator.
Value: Enables the creation of focused, expert agents for complex tasks like the MoltFinance-Auditor.

Example Workflow: MoltFinance-Auditor

Task: FinancialAudit
Dependencies:
- Role 1: ContractAuditor (Input: Contract Address, Output: Contract Safety Score)
- Role 2: FinancialAnalyst (Input: Contract Address + Safety Score, Output: Trust Score)
External Action: MoltbookPost (Dependent on final Trust Score; subject to Rate Limit).

Resources

scripts/

molt_task.py: Python class for task state management.
cooldown.sh: Shell wrapper for managing rate-limited executions.

references/

workflow_schema.md: JSON schema for defining complex task dependencies.
**`rate_limit_patterns.md...

来源信息

Source: github
Repository: openclaw/skills
Path: skills/dobbybud/agent-task-manager
Version: —
Commit: 2af9f978c19311a3d3fafb3040e3d77f070ab5f6
分类来源: rules
状态: active
可见性: public

这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。

来源内容

SKILL.md

# 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.

### 3. **Modular Role-Based Agents**

- **Capability:** Provides a template structure for specialized roles (e.g., `ContractAuditor`, `FinancialAnalyst`).
- **Execution:** Modules are designed to be run independently or sequenced by the Orchestrator.
- **Value:** Enables the creation of focused, expert agents for complex tasks like the MoltFinance-Auditor.

## Example Workflow: MoltFinance-Auditor

1. **Task:** `FinancialAudit`
2. **Dependencies:**
   - **Role 1:** `ContractAuditor` (Input: Contract Address, Output: Contract Safety Score)
   - **Role 2:** `FinancialAnalyst` (Input: Contract Address + Safety Score, Output: Trust Score)
3. **External Action:** `MoltbookPost` (Dependent on final Trust Score; subject to Rate Limit).

## Resources

### scripts/
- **`molt_task.py`**: Python class for task state management.
- **`cooldown.sh`**: Shell wrapper for managing rate-limited executions.

### references/
- **`workflow_schema.md`**: JSON schema for defining complex task dependencies.
- **`rate_limit_patterns.md...

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