ba-collaboration

Transforms BA requirements into user stories and acceptance criteria via structured AI collaboration.

8|2|Updated Oct 29, 2025
One-click install
npx skills add https://github.com/cuipengfei/prompts --skill ba-collaboration
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ba-collaboration
Source: https://github.com/cuipengfei/prompts/tree/main/plugins/ba-collaboration/skills/ba-collaboration
Command: npx skills add https://github.com/cuipengfei/prompts --skill ba-collaboration

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

BA teams struggle to collaborate with AI effectively, which leads to low-quality user stories, incomplete or inconsistent acceptance criteria, and missed alignment before development starts.

Core Features & Use Cases

  • Story-first collaboration protocol: Uses a structured pause–ask–refine–continue flow with explicit confirmation and bounded iterations to keep BA ownership and accuracy.
  • High-quality user story & AC drafting: Produces well-structured stories and acceptance standards aligned with Agile practices (including INVEST and GWT-friendly guidance).
  • Structured documentation outputs: Generates a consistent Markdown knowledge base layout for epics, personas, stories (with optional Mermaid), open questions, and next steps.
  • Scope and risk management: Flags skipped steps as quality risks and requires explicit user confirmation to proceed.

Quick Start

Ask the AI to help you decompose your next epic into sprint-sized user stories with clearly written acceptance criteria, and explicitly stop to request your BA review and approval after each part.

Frequently Asked Questions about ba-collaboration

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

FAQPage Schema
How do I write user stories and acceptance criteria for Agile planning using AI?

To write user stories and acceptance criteria, you can use a structured AI collaboration workflow that transforms vague BA requirements into high-quality Markdown deliverables through staged clarification and bounded refinement loops.

What is the best way to decompose an epic into sprint-sized user stories?

The best way to decompose epics into sprint-sized user stories is through a story-first collaboration protocol that pauses for explicit BA review and approval after each part to ensure accurate scope and narrative refinement.

Can AI generate standardized Markdown documentation for Agile backlog grooming?

Yes, AI can generate standardized Markdown documentation for Agile backlog grooming by producing a consistent knowledge-base layout for epics, personas, stories, open questions, and next steps.

How do I ensure my business analysis stories align with INVEST principles?

You ensure business analysis stories align with INVEST principles by drafting them through a structured workflow that applies INVEST and GWT-friendly guidance, requiring explicit user confirmation before proceeding to mitigate quality risks.

Does this AI collaboration workflow support Mermaid diagrams in user stories?

Yes, the AI collaboration workflow supports Mermaid diagrams within user stories, generating structured Markdown knowledge base outputs that optionally include Mermaid visualizations alongside open questions and next steps.

What happens if I skip steps during story narrative refinement?

If you skip steps during story narrative refinement, the workflow flags them as quality risks and requires explicit user confirmation to proceed, ensuring BA ownership and accuracy are maintained throughout backlog grooming.