BA AI Skills — AI skill for Claude Code

BA-AI-Skills

📖 **How to use →** https://neetuaggarwal-ai.github.io/BA-AI-Skills/

**Reusable AI Agent Skills for Business Analysis & Product Ownership** — for BAs, POs, and any developer, tester, architect or engineer wearing the BA/PO hat.

These are packaged, reusable skills that encode *experienced* BA thinking — not just output formatting. They help you do real analysis work: turn raw requirements into well-formed epics and user stories, write solid acceptance criteria, map dependencies, and keep everything traceable — while surfacing assumptions, gaps and open questions instead of inventing detail.

Each skill is an [Agent Skill](https://docs.claude.com): a `SKILL.md` file of instructions plus supporting references, templates and examples, designed to be used by an AI assistant that supports skills.

---

Why this exists

Most AI "story generators" happily invent requirements to look complete. That's the opposite of good BA practice. Every skill here is built on a set of guardrails:

• Never invent requirements — missing detail becomes a labelled assumption or an open question.
• Identify actors, business rules, source-of-truth systems, dependencies and integration impacts.
• Separate business requirements from system behaviour.
• Cover edge cases and failure scenarios, not just the happy path.
• Preserve the organisation's own terminology.
• Keep full traceability from source requirement → epic → story → acceptance criteria.

The result is output you can actually take into a refinement session, not a first draft you have to unpick.

---

The vision

The long-term goal is a set of skills that chain together into a full specification pipeline:

Workshop transcript
   → Workshop analysis
   → Requirements extraction
   → Gap analysis
   → Business rules
   → Open questions
   → Epics / Features
   → User stories
   → Gherkin acceptance criteria
   → API / integration requirements
   → Process models
   → Specification / BRD
   → Jira / ADO backlog
``