askill
dispatching-parallel-agents

dispatching-parallel-agentsSafety 95Repository

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

16 stars
1.2k downloads
Updated 3/6/2026

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SKILL.md

Dispatching Parallel Agents

Overview

When you have multiple unrelated failures (different test files, different subsystems, different bugs), investigating them sequentially wastes time. Each investigation is independent and can happen in parallel.

Core principle: Dispatch one agent per independent problem domain. Let them work concurrently.

When to Use

digraph when_to_use {
    "Multiple failures?" [shape=diamond];
    "Are they independent?" [shape=diamond];
    "Single agent investigates all" [shape=box];
    "One agent per problem domain" [shape=box];
    "Can they work in parallel?" [shape=diamond];
    "Sequential agents" [shape=box];
    "Parallel dispatch" [shape=box];

    "Multiple failures?" -> "Are they independent?" [label="yes"];
    "Are they independent?" -> "Single agent investigates all" [label="no - related"];
    "Are they independent?" -> "Can they work in parallel?" [label="yes"];
    "Can they work in parallel?" -> "Parallel dispatch" [label="yes"];
    "Can they work in parallel?" -> "Sequential agents" [label="no - shared state"];
}

Use when:

  • 3+ test files failing with different root causes
  • Multiple subsystems broken independently
  • Each problem can be understood without context from others
  • No shared state between investigations

Don't use when:

  • Failures are related (fix one might fix others)
  • Need to understand full system state
  • Agents would interfere with each other

The Pattern

1. Identify Independent Domains

Group failures by what's broken:

  • File A tests: Tool approval flow
  • File B tests: Batch completion behavior
  • File C tests: Abort functionality

Each domain is independent - fixing tool approval doesn't affect abort tests.

2. Create Focused Agent Tasks

Each agent gets:

  • Specific scope: One test file or subsystem
  • Clear goal: Make these tests pass

For detailed guidelines and examples, see reference.md.

Install

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Requires askill CLI v1.0+

AI Quality Score

62/100Analyzed 3/10/2026

A moderately useful skill describing the parallel agent dispatching pattern with clear decision logic and good structure, but incomplete due to missing step-by-step instructions and external file dependency. Located in archived folder suggesting internal-only intent. The conceptual content is solid but lacks actionable implementation details.

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Metadata

Licenseunknown
Version-
Updated3/6/2026
PublisherKaimingWan

Tags

testing