interview-to-us

Convert unstructured interview notes into CRAFT-standard draft User Stories.

5|1|Updated Jan 3, 2026
One-click install
npx skills add https://github.com/tikazyq/agentic-spec-forge --skill interview-to-us
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interview-to-us
Source: https://github.com/tikazyq/agentic-spec-forge/tree/main/AGENTIC_SPEC_FORGE/spec_stage_skill/requirements/interview-to-us
Command: npx skills add https://github.com/tikazyq/agentic-spec-forge --skill interview-to-us

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill transforms unstructured interview notes, meeting minutes, and email communications into draft User Stories that follow the CRAFT standard, saving significant manual organization time.

Core Features & Use Cases

  • Automated Structure Extraction: Automatically identifies and extracts the "As-Want-So" structure from natural language.
  • Keyword Recognition: Recognizes keywords related to user roles, desired features, and business value.
  • Clarification Question Generation: Identifies ambiguous points and generates a list of questions for further clarification.
  • Use Case: After a 1-hour client interview filled with colloquial notes, this Skill can generate draft User Stories and a list of clarification questions in about 10 minutes.

Quick Start

Use the interview-to-us skill to convert the interview notes found in the file 'meeting_notes_2025-12-04.md'.

Frequently Asked Questions about interview-to-us

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

FAQPage Schema
How do I convert interview notes into User Stories automatically?

To convert interview notes into User Stories automatically, you can use a tool that parses natural language to extract the As-Want-So structure and adheres to the CRAFT standard. This reduces manual organization time from an hour to ten minutes by recognizing user roles and desired features.

What is the best way to structure meeting minutes for agile requirements?

The best way to structure meeting minutes for agile requirements is by extracting the As-Want-So structure from natural language. This process identifies user roles, desired features, and business value, transforming unstructured text into draft User Stories that meet the CRAFT standard.

Can I generate clarification questions from unstructured interview records?

Yes, you can generate clarification questions from unstructured interview records. The system identifies ambiguous points within the natural language text and produces a list of questions to help refine the draft User Stories during the requirements gathering phase.

Does the User Story generation work with email communications and colloquial notes?

User Story generation works with email communications and colloquial notes by recognizing keywords related to user roles and business value. It automatically extracts the As-Want-So structure from unstructured text, converting it into draft User Stories following the CRAFT standard.

How do I know if my draft User Stories meet the CRAFT standard?

To know if your draft User Stories meet the CRAFT standard, use an automated extraction tool that structures natural language inputs into the As-Want-So format. This ensures the generated stories from meeting minutes or interviews consistently align with agile requirements.