Can I validate my prompts with this skill?

Yes, Prompt Forge includes dedicated validation scripts and JSON/Markdown schemas to ensure your prompts meet structural standards and are ready for production use.

What kind of output does Prompt Forge generate?

It primarily produces an active YAML artifact in the .prompt directory, along with supporting observability templates and receipt schemas for tracking.

How does Prompt Forge handle ambiguity?

The skill uses a specialized workflow to identify unclear instructions and prompts the user with targeted questions until the intent is stable and confirmed as ready.

What is Prompt Forge?

Prompt Forge is a Claude Code skill that helps users transform vague ideas into structured, high-quality prompt artifacts through a systematic iterative clarification process.

Prompt Forge

Name: Prompt Forge
Author: JordanGunn

byJordanGunn

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数据科学与机器学习

Transforms vague human intent into structured, production-ready prompt artifacts through iterative clarification.

关于

Prompt Forge is a specialized utility designed to stabilize and refine AI interactions by converting raw ideas into canonical prompt artifacts. It provides a structured workflow to iteratively eliminate ambiguity, ensuring that human intent is accurately captured and formatted before execution. By leveraging built-in schemas for validation and observability templates, it helps developers build reliable, repeatable, and high-quality AI behaviors within the Claude Code environment, moving beyond simple chat interactions to engineering-grade prompt management.

主要功能

Iterative intent clarification to resolve ambiguity before prompt finalization
Automated validation scripts to ensure prompt structural integrity
10 GitHub stars
Generation of canonical prompt artifacts in YAML and JSON formats
Integrated observability templates for tracking and measuring prompt performance
Standardized 'Forge' workflow for stabilizing human-to-AI communication

使用场景

Developing complex system prompts for specialized AI agents and workflows
Refining vague project requirements into actionable and precise AI instructions
Standardizing prompt structures across collaborative development teams

关于

主要功能

Iterative intent clarification to resolve ambiguity before prompt finalization
Automated validation scripts to ensure prompt structural integrity
10 GitHub stars
Generation of canonical prompt artifacts in YAML and JSON formats
Integrated observability templates for tracking and measuring prompt performance
Standardized 'Forge' workflow for stabilizing human-to-AI communication

使用场景

Developing complex system prompts for specialized AI agents and workflows
Refining vague project requirements into actionable and precise AI instructions
Standardizing prompt structures across collaborative development teams