Blueprint Validation Follow-On

Route site-world packages for downstream evaluation and validation.

Updated Dec 7, 2025
One-click install
npx skills add https://github.com/ognjhunt/BlueprintCapturePipeline --skill blueprint-validation-follow-on
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Blueprint Validation Follow-On
Source: https://github.com/ognjhunt/BlueprintCapturePipeline/tree/main/.agents/skills/blueprint_validation_followon
Command: npx skills add https://github.com/ognjhunt/BlueprintCapturePipeline --skill blueprint-validation-follow-on

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill manages the process of routing site-world packages for further evaluation, adaptation, or validation, ensuring a structured and controlled downstream workflow.

Core Features & Use Cases

  • Controlled Handoff: Ensures site-world packages are treated as downstream consumers of validation resources.
  • Scoped Evaluation: Directs evaluation efforts based on specific tasks, constraints, and evidence links.
  • Use Case: When a new site-world package is ready, use this Skill to ensure it goes through the correct validation channels, preventing premature or unverified claims from being accepted.

Quick Start

Use the Blueprint Validation Follow-On skill to route the new site-world package for evaluation.

Frequently Asked Questions about Blueprint Validation Follow-On

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

FAQPage Schema
What is downstream validation for site-world packages?

Downstream validation treats site-world packages as consumers needing scoped evaluation against specific tasks, constraints, and evidence links. It ensures validation is a distinct step after package creation, preventing premature or unverified claims from being accepted.

How do I route a site-world package for evaluation?

To route a site-world package for evaluation, use a controlled handoff mechanism that directs the package to downstream validation channels. This ensures evaluation efforts are scoped to specific tasks, constraints, and evidence links before any high-stakes claims are accepted.

When do I need to validate a world-model before adaptation?

You need to validate a world-model before adaptation when high-stakes claims are involved. Validation must be coupled to scoped tasks and evidence links, acting as a strict gate before world-model adaptation or RL post-training begins.

Can I use package routing for world-model adaptation and RL post-training?

Yes, package routing supports world-model adaptation and RL post-training by ensuring site-world packages go through correct validation channels. This maintains strict validation gates for high-stakes claims while allowing downstream evaluation and adaptation to proceed.

Why does unscoped evaluation cause issues in downstream package processing?

Unscoped evaluation causes issues because it decouples validation from specific tasks, constraints, and evidence links. Without scoped evaluation, premature or unverified claims from site-world packages risk being accepted without proper validation gates.

What are the limitations of treating validation as a distinct step after package creation?

Treating validation as a distinct step requires that site-world packages are fully created before evaluation begins. This means validation cannot run concurrently with package creation, potentially delaying downstream evaluation, adaptation, or world-model validation if package finalization is slow.