negation-prose

Name: negation-prose
Availability: InStock
Author: sigmacodeat

Validate instruction ordering and negation handling in AI skill workflows.

Updated Jun 20, 2026

Search Tags:#skill testing #ai evaluation #prompt validation #instruction parsing #workflow compliance #negation handling

Ready to run

npx skills add https://github.com/Sigmacodeat/subsumio-web --skill negation-prose-sigmacodeat

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: negation-prose
Source: https://github.com/Sigmacodeat/subsumio-web/tree/main/server/test/fixtures/brain-first-skills/negation-prose
Command: npx skills add https://github.com/Sigmacodeat/subsumio-web --skill negation-prose-sigmacodeat

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps verify whether AI workflow instructions correctly prioritize required knowledge sources while handling negation-based wording without misinterpreting intent.

Core Features & Use Cases

Instruction Order Validation: Tests whether required actions such as brain searches appear before prohibited alternatives.
Negation Handling Checks: Evaluates AI instruction parsing when compliance rules are expressed through negative phrasing.
Use Case: Validate an AI skill workflow that requires checking an internal knowledge source before using external research tools.

Quick Start

Use the negation-prose skill to test whether a workflow correctly interprets brain-first instructions.

Frequently Asked Questions about negation-prose

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

FAQPage Schema

How do I validate instruction ordering in an AI workflow?▼

To validate instruction ordering in an AI workflow, you test whether required actions like internal knowledge searches appear before prohibited alternatives. This ensures prompt evaluation scenarios maintain correct brain-first instruction parsing and compliance checks.

What is negation handling in AI prompt validation?▼

Negation handling in AI prompt validation evaluates how instruction parsing interprets compliance rules expressed through negative phrasing. It checks whether the workflow correctly distinguishes compliant source-priority rules from prohibited action wording without misinterpreting intent.

How do I test AI instruction parsing for negative phrasing?▼

To test AI instruction parsing for negative phrasing, apply compliance checks to evaluate fallback behavior and source-priority rules. This verifies whether the system accurately interprets prohibited action wording and required search steps without misinterpreting intent.

Why does my AI workflow misinterpret prohibited action wording?▼

Your AI workflow misinterprets prohibited action wording because it lacks accurate parsing of skill instructions for negation handling. Without validating instruction ordering and source-priority rules, the system fails to distinguish compliant actions from prohibited alternatives.

When do I need to check brain-first instruction ordering in skill testing?▼

You need to check brain-first instruction ordering in skill testing when validating workflows that require checking an internal knowledge source before using external research tools. This ensures prompt validation scenarios enforce correct instruction parsing and compliance.