Afrexai Prd Engine
Skill by 1kalin
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/1kalin/afrexai-prd-engineWhat This Skill Does
The Afrexai PRD Engine is a robust system designed to bridge the gap between abstract product ideation and actionable technical specifications. Unlike generic document templates, this skill acts as a rigorous filter that forces developers, product managers, and stakeholders to validate the core problem before committing to a solution. By enforcing a structured 'Discovery Brief' framework, it ensures that every requirement is backed by data, clear success metrics, and a well-defined 'Kill Criteria' to prevent engineering waste. It is purpose-built to produce specs that are ready for AI coding agents and engineering teams alike.
Installation
You can install this skill directly via your terminal within the OpenClaw environment:
clawhub install openclaw/skills/skills/1kalin/afrexai-prd-engine
Use Cases
This skill is highly versatile for teams shipping complex features. Use it to:
- Refine vague feature requests into concrete, measurable goals.
- Establish a standardized 'Problem Statement' format that aligns cross-functional stakeholders.
- Prepare high-fidelity prompt context for AI coding tools like Cursor or Claude Code, ensuring the AI understands the business impact of the code it generates.
- Conduct 'Pre-Mortem' analysis by utilizing the Kill Criteria to identify projects that lack product-market fit before development cycles begin.
- Document technical design constraints alongside user-centric requirements to ensure scalability and regulatory compliance from day one.
Example Prompts
- "Afrexai, I need to create a PRD for our new payment gateway integration. Start by initiating the Discovery Brief and help me fill in the problem statement using the formula provided."
- "Review the current draft of our feature specification for the User Dashboard redesign. Check it against the PRD Engine's success metrics and identify any missing constraints."
- "I have a rough idea for a slack integration that automates team reporting. Use the PRD Engine to challenge my assumptions and help me define the primary and secondary success metrics."
Tips & Limitations
The primary limitation of this skill is its strictness; it is designed for teams that prioritize process rigor over speed of initial documentation. It is not recommended for small, throwaway scripts or simple bug fixes. To get the most out of the engine, always prioritize the 'Problem Validation Checklist'—if you cannot fill out the evidence section, you do not have enough data to proceed to development.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-1kalin-afrexai-prd-engine": {
"enabled": true,
"auto_update": true
}
}
}