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CaufieldZ
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behavior-spec

Convert PRDs into markdown behavior-spec documents with user actions and system responses.

4|Updated Apr 8, 2026
Search Tags:#documentation#ai#prd#scenes#product-management#behavior-spec
One-click install
npx skills add https://github.com/CaufieldZ/pm-workspace-public --skill behavior-spec
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: behavior-spec
Source: https://github.com/CaufieldZ/pm-workspace-public/tree/main/.claude/skills/behavior-spec
Command: npx skills add https://github.com/CaufieldZ/pm-workspace-public --skill behavior-spec

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Converts PRDs and related documents into a self-contained behavior-spec document tailored for development AI, ensuring a clear WHAT, system responses, and business rules while preserving terminology across scenes and modules.

Core Features & Use Cases

  • Self-contained behavior-specs that readers (development AI) can consume without rereading the PRD or associated visuals.
  • Clear separation of user actions, system responses, state transitions, and business rules to enable parallel AI-driven implementation.
  • Use Case: PM delivers a PRD; the Skill splits it into per-scene behavior specs for separate AI agents or modules.

Quick Start

Create a behavior-spec document by feeding PRD content and the scene-list to this Skill.

Frequently Asked Questions about behavior-spec

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

FAQPage Schema
How do I turn a PRD into a behavior spec for development AI?▼

To turn a PRD into a behavior spec, feed the PRD content and scene-list to this Skill to generate a structured markdown document defining user actions, system responses, and business rules for AI consumption.

What is a behavior spec document and why is it needed for AI workloads?▼

A behavior spec document is a self-contained markdown file detailing state transitions and exceptions per scene. It is needed so development AI can implement modules independently without rereading the original PRD.

Can I split a PRD into per-scene behavior specs for separate AI agents?▼

Yes, you can split a PRD into per-scene behavior specs for separate AI agents by feeding the PRD content and scene-list, allowing parallel AI-driven implementation across multiple modules.

Does the generated behavior spec include business rules and state transitions?▼

The generated behavior spec includes business rules and state transitions, enforcing a structured output that separates user actions, system responses, and exceptions to ensure executable behavior per module.

What is the best way to translate product requirements into executable behavior for AI?▼

The best way to translate product requirements into executable behavior is converting PRDs into self-contained behavior specs that preserve terminology across scenes and define clear system responses for development AI.

Do I need to provide a scene-list to generate a behavior spec?▼

Yes, you need to provide a scene-list along with the PRD content to generate a tailored behavior spec document that clearly separates user actions and system responses for each specific module.

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