format-company-context

name	format-company-context
description	Formats raw company context fields into optimized LLM-readable rules and protocols
version	1.0.0
author	Team

Format Company Context

Purpose

Takes raw company context fields (as filled by the QA head) and reformats them into clear, unambiguous, LLM-optimized text. This ensures the model understands the rules precisely regardless of how the QA head worded them.

Input Format

JSON with the raw context fields from the QA head's input form.

Output Format

JSON with reformatted fields optimized for LLM consumption:

{
  "formatted_rules": [
    {
      "field": "greeting_script",
      "original": "...",
      "formatted": "RULE: Agent MUST begin every call with: '...'",
      "keywords": ["greeting", "opening"]
    }
  ],
  "validation_notes": "Any issues found in the input"
}

Constraints

• Output MUST be valid JSON only
• Preserve ALL meaning from the original
• Make rules explicit and unambiguous
• Use MUST/MUST NOT/SHOULD/SHOULD NOT language