prompt-enhancer

Transform vague prompts into precise, actionable specifications with clarifying questions.

1|1|Updated Mar 31, 2026
One-click install
npx skills add https://github.com/iAMv1/agent-os --skill prompt-enhancer-iamv1
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-enhancer
Source: https://github.com/iAMv1/agent-os/tree/main/skills/prompt-enhancer
Command: npx skills add https://github.com/iAMv1/agent-os --skill prompt-enhancer-iamv1

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Transform vague prompts into precise, actionable specifications by clarifying user intent before execution.

Core Features & Use Cases

  • Clarifies goals, scope, constraints, and success criteria.
  • Auto-generates enhanced task specifications for consistent workflow execution.
  • Use Case: When a user provides a vague prompt, the Skill prompts clarifying questions and returns a complete spec.

Quick Start

Provide a vague prompt to receive an enhanced, clarified specification ready for task execution.

Frequently Asked Questions about prompt-enhancer

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

FAQPage Schema
How do I clarify a vague prompt into a precise actionable specification?

Clarifying a vague prompt requires defining goals, scope, and success criteria before execution. The system runs an enhancement gate that asks clarifying questions to transform your initial input into a complete task specification.

What is an enhancement gate in AI prompt workflows?

An enhancement gate in AI prompt workflows is a mandatory pre-execution step that clarifies user intent. It ensures vague prompts are transformed into precise, actionable specifications before the workflow proceeds with task execution.

How do I define success criteria and scope for an AI prompt?

To define success criteria and scope for an AI prompt, you need an enhancement process that asks clarifying questions about your context and constraints. This ensures the final specification captures exact goals before execution.

Can I auto-generate enhanced task specifications from a simple input?

You can auto-generate enhanced task specifications from a simple input by passing it through the enhancement gate. The system identifies missing context and constraints to return a complete specification for consistent workflow execution.

Why does my AI workflow fail when given a vague prompt?

AI workflows fail with vague prompts because they lack defined goals, scope, and constraints. An enhancement gate clarifies user intent and generates a precise specification before execution, preventing workflow failures.

What is the best way to structure a prompt for consistent workflow execution?

The best way to structure a prompt for consistent workflow execution is to enforce an enhancement gate that clarifies goals and context. This transforms vague inputs into precise, actionable specifications before processing.