Is this skill used for creating or scheduling DAGs?

No, this skill is specifically for execution. It is designed to work in tandem with 'dag-graph-builder' for creation and 'dag-task-scheduler' for scheduling.

Does it support different Claude models?

Yes, the executor can automatically select between Haiku, Sonnet, and Opus models based on the estimated complexity of each individual node in the DAG.

Can I limit the number of concurrent tasks?

Yes, the skill enforces maximum parallelism limits defined in your configuration to prevent resource exhaustion and manage token usage effectively.

How does this skill handle task failures?

It supports multiple error-handling strategies including stop-on-failure, continue-on-failure (skipping dependent nodes), and configurable retry logic with exponential backoff.

DAG Parallel Executor

Name: DAG Parallel Executor
Author: erichowens

byerichowens

•

生产力与工作流

Orchestrates the parallel execution of complex workflows by managing concurrent agent spawning and resource allocation within DAG waves.

The DAG Parallel Executor is a specialized orchestration skill designed to handle high-concurrency workflows within Claude Code. It automates the execution of scheduled task waves by spawning sub-agents (Haiku, Sonnet, or Opus) tailored to specific task complexities while strictly adhering to parallelism limits and resource constraints. By managing execution states, retry logic, and inter-agent coordination, it allows developers to run sophisticated multi-stage AI pipelines with maximum throughput and robust error recovery.

主要功能

01Robust error handling with configurable retry logic and failure strategies

0213 GitHub stars

03Intelligent agent selection (Haiku, Sonnet, Opus) based on task complexity

04Concurrent wave execution with configurable parallelism limits

05Real-time execution state tracking and resource usage monitoring

06Seamless integration with Claude's Task tool for sub-agent spawning

使用场景

01Orchestrating complex code refactoring tasks across large codebases

02Running multi-stage data processing or research pipelines concurrently

03Managing large-scale automated testing and validation workflows

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add erichowens/some_claude_skills dag-parallel-executor

For use in Claude.ai and ChatGPT

Download Skill