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hjung3113
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opt-prompt

Resize, inject safety constraints, and validate prompts for AI execution.

Updated Apr 20, 2026
Search Tags:#automation#prompt engineering#AI instruction#prompt safety#prompt sizing
One-click install
npx skills add https://github.com/hjung3113/vocpage --skill opt-prompt
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: opt-prompt
Source: https://github.com/hjung3113/vocpage/tree/main/.claude/skills/opt-prompt
Command: npx skills add https://github.com/hjung3113/vocpage --skill opt-prompt

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of rewriting oversized or ambiguous prompts into concise, structured inputs suitable for AI execution, enhancing clarity and safety.

Core Features & Use Cases

  • Prompt Optimization: Rewrites large prompts into right-sized, precise instructions before execution.
  • Safety & Compliance: Injects project constraints and prevents unsafe or unwanted prompt behaviors.
  • Use Case: When given a verbose prompt, use this Skill to generate a condensed, safety-compliant version for reliable AI processing.

Quick Start

Use the opt-prompt skill to normalize a user prompt by providing /opt-prompt followed by your original instruction.

Frequently Asked Questions about opt-prompt

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

FAQPage Schema
How do I resize oversized prompts for AI agents?▼

To resize oversized prompts, the tool automatically trims and rewrites verbose instructions into concise, structured inputs. It analyzes context, size, and markers to produce a verified prompt suitable for AI execution.

How do I enforce safety constraints in AI instructions?▼

To enforce safety constraints, the tool injects project policies directly into your prompts. This prevents unsafe or unwanted prompt behaviors and ensures compliance before the AI agent processes the instruction.

What is prompt sizing and when do I need it?▼

Prompt sizing is the process of trimming and normalizing prompt length for AI processing. You need it when working with complex workflows that require prompt trimming and systematic gating to ensure concise, compliant instructions.

Can I automate prompt validation for complex AI workflows?▼

Yes, you can automate prompt validation for complex AI workflows. The tool performs systematic gating and validation to ensure your instructions are compliant and properly sized before execution by AI agents.

Do I need auxiliary scripts to analyze prompt context and markers?▼

Yes, you need auxiliary scripts to analyze context, size, and markers. These scripts support the prompt resizing and safety injection process to produce a verified, compliant prompt for AI execution.

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