fit-map

Validate engineering framework data against YAML and JSON Schema definitions.

4|Updated Jan 14, 2026
One-click install
npx skills add https://github.com/forwardimpact/monorepo --skill fit-map
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: fit-map
Source: https://github.com/forwardimpact/monorepo/tree/main/.claude/skills/fit-map
Command: npx skills add https://github.com/forwardimpact/monorepo --skill fit-map

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the management and validation of engineering framework data, ensuring consistency and accuracy across all related products and documentation.

Core Features & Use Cases

  • Data Validation: Ensures the integrity of framework data, including schema and referential consistency.
  • Data Authoring: Facilitates the addition and modification of skills, behaviours, levels, and other framework entities.
  • Use Case: After updating skill definitions, use this Skill to validate all changes and generate updated index files for the web application, ensuring the framework is up-to-date.

Quick Start

Run the fit-map skill to validate all framework data for referential integrity.

Frequently Asked Questions about fit-map

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

FAQPage Schema
How do I validate engineering framework data for referential integrity?

You can validate engineering framework data by running this Skill to check YAML definitions against JSON Schema rules. It verifies referential integrity across skills, capabilities, behaviours, and levels to ensure data consistency.

What is the best way to manage YAML skill definitions for an engineering framework?

The best way to manage YAML skill definitions is using a framework data tool that supports structured data authoring and schema synchronization. This Skill streamlines adding and modifying engineering entities while enforcing referential integrity rules.

How do I generate index files from YAML framework data for AI agents?

To generate index files from YAML framework data, validate the source definitions first, then use this Skill to produce index files. These generated outputs are structured specifically for direct consumption by AI agents and web applications.

Can I use JSON Schema to validate engineering behaviours and levels?

Yes, you can use JSON Schema to validate engineering behaviours and levels. This Skill leverages JSON Schema and YAML definitions to enforce strict data structures and verify that all framework entities maintain proper referential consistency.

Why does engineering framework data validation fail after updating skill definitions?

Validation fails after updating skill definitions when those changes break referential integrity or violate the established JSON Schema. This Skill identifies broken references and schema mismatches to prevent inconsistent framework data from propagating.