A specialized workflow that transforms 1-3 sentence feature ideas into structured PRDs and behavioral rules for AI coding agents.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install cursor-prd-generator
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install cursor-prd-generator using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Cursor PRD Generator?
The Cursor PRD Generator is an essential tool for developers who want to move from a vague concept to a fully defined technical specification in seconds. By acting as a bridge between brief user intent and actionable code, this skill leverages a guided clarification process to ensure every feature is well-defined before implementation begins.
Integrating seamlessly with Openclaw Skills, it focuses on creating two high-value outputs: a structured FEATURE_SPEC.md and a .cursor/rules snippet. This ensures that the AI agent has both the functional context and the behavioral constraints necessary to build high-quality features without unnecessary trial and error.
Cursor PRD Generator Use Cases
- Rapidly drafting functional requirements for small to medium features.
- Generating AI-specific behavioral rules to prevent hallucination and scope creep in Cursor.
- Converting brief ideas into professional-grade Product Requirement Documents (PRDs).
- Establishing clear acceptance criteria and success metrics for modular development tasks.
How Cursor PRD Generator Works
- The user provides a short description of a feature or uses a trigger phrase like "Help me write a PRD".
- The skill evaluates the request's scope to determine if it is a manageable single feature or if it needs decomposition.
- It initiates a three-step clarification sequence, asking about the target user, success criteria, and feature boundaries.
- Once clarified, the skill synthesizes the information into a structured PRD format.
- It generates a Cursor-specific rule file to govern how the AI agent should implement the feature.
- The combined output is presented to the user for immediate use in their project directory.
Cursor PRD Generator Setup
To use this skill within your AI environment, ensure your agent has access to the Openclaw Skills library. No complex CLI installation is required; simply invoke the skill using natural language commands.
# Typical usage trigger
# "Generate a PRD for a user profile edit feature"
Cursor PRD Generator Data Schema & Taxonomy
The skill generates two primary assets organized with specific metadata taxonomy:
| File | Key Sections | Purpose |
|---|---|---|
| FEATURE_SPEC.md | Background, User Stories, Core Workflow, UI Details, Data Processing, Acceptance Criteria | Provides functional and technical documentation for the feature. |
| .cursor/rules | Behavioral Constraints, Ambiguity Principles, Clarification Templates | Defines how the AI agent should behave and interact during the coding phase. |
Cursor PRD Generator Advanced Features
- Smart scope detection that rejects overly broad requests to maintain documentation quality.
- Progressive disclosure clarification logic to minimize user cognitive load.
- Ambiguity handling protocols that force the AI agent to ask questions rather than make assumptions.
- Automated generation of verifiable acceptance criteria to ensure feature completion.
SKILL.md
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