goat

Route development tasks to specialized workflows via intent classification.

Updated Feb 19, 2026
One-click install
npx skills add https://github.com/blundergoat/ambient-scribe --skill goat-blundergoat
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: goat
Source: https://github.com/blundergoat/ambient-scribe/tree/main/.agents/skills/goat
Command: npx skills add https://github.com/blundergoat/ambient-scribe --skill goat-blundergoat

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the problem of intent fragmentation in complex development environments by acting as a central dispatcher that routes tasks to the appropriate specialized workflow.

Core Features & Use Cases

  • Intent Classification: Automatically splits multi-intent requests and directs them to the correct specialized skill (e.g., debug, review, security).
  • Boundary Enforcement: Prevents premature investigation or code modification by enforcing strict routing protocols before execution.
  • Use Case: When a developer reports a bug, this skill ensures the request is routed to the debug workflow rather than allowing an immediate, unguided attempt to fix the code.

Quick Start

Invoke the goat skill by describing your development task or issue to have it automatically route your request to the correct specialized workflow.

Frequently Asked Questions about goat

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

FAQPage Schema
How do I route multi-intent development requests to the correct workflow?

To route multi-intent development requests, you can use an intent classification dispatcher that automatically splits tasks and directs them to specialized skills like debug, review, or security workflows.

What is task routing in complex development workflows?

Task routing in complex development workflows is the process of acting as a central dispatcher to classify intents and enforce strict routing boundaries, preventing premature code modification before execution.

How do I prevent premature code modification during bug investigation?

You prevent premature code modification during bug investigation by enforcing strict routing protocols that direct bug reports to a debug workflow rather than allowing unguided, immediate fix attempts.

Does automated intent classification work with specialized development skills?

Yes, automated intent classification works with specialized development skills by orchestrating task distribution across the suite while enforcing routing boundaries and snapshot emission protocols for all inferred dispatches.

What are the limitations of using a central dispatcher for development task routing?

A limitation of using a central dispatcher for development task routing is that it requires strict adherence to the defined route map and snapshot emission protocols, restricting unguided execution outside the established boundaries.

Can I trigger automated workflow routing by simply describing a development issue?

Yes, you can trigger automated workflow routing by simply describing your development task or issue, which the dispatcher will automatically classify and route to the correct specialized workflow.