work

Coordinate sub-agents to autonomously execute plan tasks with escalation pathways.

1|Updated Feb 25, 2026
One-click install
npx skills add https://github.com/danalexilewis/taskgraph --skill work-danalexilewis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: work
Source: https://github.com/danalexilewis/taskgraph/tree/main/.cursor/skills/work
Command: npx skills add https://github.com/danalexilewis/taskgraph --skill work-danalexilewis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates continuous task execution by autonomously advancing plan tasks, dispatching sub-agents, and not pausing for human confirmation unless a failure requires escalation.

Core Features & Use Cases

  • Autonomous execution loop that ingests plan tasks, dispatches implementers, and evaluates results with escalation paths.
  • Supports sub-agents: implementer, reviewer, fixer, and orchestrator to keep work moving.
  • Real-world use: running a multi-task playthrough of a plan in Cursor where hands-off progress is desired.

Quick Start

Start the autonomous work loop by saying "work" to begin processing the current plan without waiting for human confirmation.

Frequently Asked Questions about work

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate plan execution in Cursor without pausing for human confirmation?

Autonomous plan execution runs a continuous loop that dispatches sub-agents to advance tasks and handle failures. It evaluates results and only pauses for human input when a failure requires explicit escalation.

What is multi-agent orchestration for autonomous task automation?

Multi-agent orchestration coordinates specialized sub-agents like implementers, reviewers, and fixers to execute tasks. The orchestrator keeps work moving through an autonomous loop without requiring step-by-step human confirmation.

How do I start hands-off task execution for a multi-task playthrough?

To start hands-off task execution, trigger the autonomous work loop by saying "work". This begins processing the current plan immediately, advancing tasks through sub-agents without waiting for manual confirmation.

Does autonomous task execution work with existing plan-driven workflows?

Yes, autonomous task execution applies across plan-driven workflows where rapid completion is preferred. It ingests plan tasks and manages them through defined roles, escalation pathways, and safety gates.

When should I not use an autonomous loop for plan execution?

You should avoid an autonomous execution loop if your workflow requires step-by-step human confirmation for every task. It is designed for rapid, hands-off completion and only pauses when a failure triggers a safety gate.

Why does multi-agent orchestration use separate implementer and reviewer roles?

Multi-agent orchestration uses separate implementer and reviewer roles to transparently handle failures and keep work moving. The orchestrator dispatches these sub-agents to evaluate results and trigger fixers when necessary.