SCOUT

Triage complexity and classify domain to define build scope.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/theLightArchitect/CORSO --skill scout-thelightarchitect
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: SCOUT
Source: https://github.com/theLightArchitect/CORSO/tree/main/skills/SCOUT
Command: npx skills add https://github.com/theLightArchitect/CORSO --skill scout-thelightarchitect

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Triages complexity and classifies domain to define the build scope.

Core Features & Use Cases

  • Triages complexity and classifies domain to determine scope and sequencing
  • Gathers requirements through HITL gates to generate a validated plan
  • Initializes MANIFEST.yaml for pipeline state tracking and orchestration

Quick Start

Submit a scope request to /SCOUT to begin HITL-driven planning.

Frequently Asked Questions about SCOUT

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

FAQPage Schema
How do I plan and scope a CORSO build using gate-based requirements?

To plan and scope a CORSO build, submit a scope request to initiate HITL-driven planning, which triages complexity and classifies the domain to generate a validated manifest and gold-standard plan.

What is human-in-the-loop planning for domain classification and build scope?

Human-in-the-loop planning for domain classification triages build complexity through guided gate checks, ensuring requirements are validated before defining the scope and sequencing for pipeline orchestration.

How do I initialize a MANIFEST.yaml file for pipeline state tracking?

You initialize a MANIFEST.yaml for pipeline state tracking by running HITL-guided requirements gathering, which outputs the manifest to orchestrate and monitor the build scope through corsoTools.

Can I use automated scoping without human-in-the-loop gates for pipeline builds?

No, this scoping process requires human-in-the-loop gates to validate requirements and classify the domain, ensuring the generated plan and MANIFEST.yaml meet gold-standard criteria before pipeline execution.

What is the best way to triage complexity and define build sequencing for a manifest?

The best way to triage complexity and define sequencing is through HITL-guided domain classification, which evaluates requirements to establish the build scope and initialize the pipeline manifest.

Do I need specific dependencies to generate a gold-standard plan for CORSO packs?

No external dependencies are required to generate a gold-standard plan for CORSO packs, as the process relies on built-in corsoTools and domain modules to handle gate-based planning and manifest initialization.