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ai-dispatch

Construct a task dependency DAG from plan.md and tasks.md into YAML dispatch entries.

54|3|Updated Feb 4, 2026
Search Tags:#dispatch#orchestration#coordination#task-management#dag#agent assignment
One-click install
npx skills add https://github.com/arcasilesgroup/ai-engineering --skill ai-dispatch
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-dispatch
Source: https://github.com/arcasilesgroup/ai-engineering/tree/main/.claude/skills/ai-dispatch
Command: npx skills add https://github.com/arcasilesgroup/ai-engineering --skill ai-dispatch

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill formalizes the process of assigning tasks to AI agents by creating a structured dependency graph (DAG) from a plan, replacing ambiguous English instructions with a deterministic schema.

Core Features & Use Cases

  • Task Dependency DAG Construction: Analyzes plan.md and tasks.md to build a visual representation of task order and dependencies.
  • Structured Dispatch Entries: Generates YAML-formatted dispatch entries specifying phase, agent, task scope, and gates.
  • Use Case: After a planning phase, this skill ensures that the 'build' agent only runs after 'linting' tasks are complete and that parallel 'testing' tasks are correctly identified and grouped.

Quick Start

Use the ai-dispatch skill to generate a structured dispatch plan from the current plan.md and tasks.md.

Frequently Asked Questions about ai-dispatch

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

FAQPage Schema
How do I construct a task dependency DAG for AI agent assignment?▼

Structured dispatch entries are generated in YAML format, specifying the phase, assigned agent, task scope, and execution gates. This formal schema ensures deterministic execution and proper sequencing by the execute agent.

How do I enforce task sequencing and gates for parallel agent tasks?▼

You enforce task sequencing and gates by generating structured dispatch entries that define proper task scope and execution gates. This ensures the build agent only runs after linting tasks are complete and parallel testing tasks are correctly grouped.

Can I use plan.md and tasks.md to create a deterministic dispatch schema?▼

Yes, you can use plan.md and tasks.md to create a deterministic dispatch schema. The skill analyzes these markdown files to replace implicit English-text dispatch with formal YAML entries for deterministic execution.

What is the best way to replace implicit English-text dispatch with structured agent orchestration?▼

The best way to replace implicit English-text dispatch is to formalize the process by constructing a task dependency Directed Acyclic Graph (DAG). This generates structured YAML dispatch entries specifying phases, agents, scopes, and gates.

Do I need linting tasks to complete before the build agent runs in task orchestration?▼

Yes, task orchestration requires linting tasks to complete before the build agent runs. The constructed DAG ensures proper sequencing and gate enforcement, preventing the build phase from executing until dependencies are resolved.

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