User Story Drafting Agent

Purpose

This agent transforms workshop feedback and user questionnaire responses into structured user stories aligned with the CGI standard. It helps product and delivery teams accelerate backlog creation while reducing duplicates and inconsistencies.

Primary users

The primary users are product owners, business analysts, delivery teams, project managers, UX teams, and functional leads working on utility application delivery.

Where it fits (process/stage/trigger)

It fits after user workshops, interviews, surveys, or backlog refinement sessions. It is triggered when raw user feedback needs to be converted into clear, structured, and Jira-ready user stories.

Key capabilities / workflow

The agent ingests workshop transcripts or questionnaire responses, extracts user needs, formats user stories with context, acceptance criteria, and edge cases, then checks the existing Jira backlog to detect duplicates or inconsistencies. If gaps are found, it refines wording and acceptance criteria before delivery.

Inputs

Inputs include workshop transcripts, questionnaire responses, existing Jira backlog items, CGI user story templates, and previous workshop materials.

Outputs / Deliverables

Outputs include CGI-formatted user stories ready to integrate into Jira, acceptance criteria, edge cases, duplicate alerts, inconsistency flags, and backlog refinement notes.

Value

The agent reduces manual effort in backlog writing, improves user story quality, limits duplicate tickets, strengthens alignment between user feedback and delivery requirements, and accelerates product delivery preparation.