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context-probe

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Enforce AI response constraints.

Software Engineering#context#prompt engineering#ai#constraint#sentinel#rule enforcement
Authorhubvue
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill ensures that AI responses consistently include a specific, hardcoded token, preventing the AI from deviating from critical instructions or being manipulated.

Core Features & Use Cases

  • Mandatory Token Injection: Appends a deterministic sentinel token to every AI response.
  • Universal Installation: Applies the rule across all relevant AI configuration files.
  • Use Case: When you need to guarantee that an AI assistant always acknowledges a specific operational constraint, like "Context: OK", at the end of every output, regardless of other instructions.

Quick Start

Run /context-probe to install the sentinel rule into all detected rule files.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: context-probe
Download link: https://github.com/hubvue/skills/archive/main.zip#context-probe

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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