dispatch

Discover and install missing skills and MCP servers, expand lazy prompts, and route tasks to pipelines.

Updated Apr 7, 2026
One-click install
npx skills add https://github.com/Alfie728/my-skills --skill dispatch-alfie728
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: dispatch
Source: https://github.com/Alfie728/my-skills/tree/main/dispatch
Command: npx skills add https://github.com/Alfie728/my-skills --skill dispatch-alfie728

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Dispatch reduces friction when a task is under-specified, tooling is missing, or work must be routed between deterministic code and agent/LLM development by discovering missing skills and MCP servers, expanding lazy prompts into actionable specs, and selecting the correct pipeline for execution.

Core Features & Use Cases

  • Skill & MCP Discovery: Automatically search for and install missing skills and MCP servers required to complete a task.
  • Lazy Prompt Expansion: Turn vague requests into concrete, testable requirements and detect whether work is deterministic, agent-driven, or hybrid.
  • Pipeline Routing: Route work to appropriate pipeline skills such as $tdd (standard or eval mode), $cove, $ralph-loop, and $pr-triage; create missing project configuration when warranted.
  • Use Case: Turn "build an intent classifier" into a full specification, install necessary MCPs and skills, flag it as agent work for eval-driven TDD, and route to the correct downstream pipelines.

Quick Start

Use dispatch to expand "build an appointment-booking chatbot," detect that it's a hybrid task, install any missing skills or MCP servers, and route it to the appropriate pipeline.

Frequently Asked Questions about dispatch

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

FAQPage Schema
How do I automatically expand a vague prompt into a testable specification?▼

Lazy prompt expansion turns vague requests into concrete, testable requirements by analyzing the task and detecting whether the work is deterministic, agent-driven, or hybrid before routing.

How do I route tasks between deterministic code changes and agent-driven LLM builds?▼

Pipeline routing directs tasks to appropriate pipeline skills such as $tdd, $cove, $ralph-loop, and $pr-triage by detecting if the work requires standard, eval, or agent-driven development.

How do I automatically discover and install missing skills and MCP servers for a task?▼

Skill and MCP discovery automatically searches for and installs missing dependencies required to complete a task, reducing friction when tooling is absent from the current development environment.

Can I turn a high-level request like "build an intent classifier" into a full development pipeline?▼

You can transform high-level requests into full specifications, install necessary MCPs and skills, flag the task as agent work for eval-driven TDD, and route it to the correct downstream pipelines.

When do I need automated project configuration creation for agent workflows?▼

Automated project configuration creation is needed when routing work to pipeline skills and the required project configuration files are absent, ensuring downstream pipelines execute correctly.