user-intent-parser

Name: user-intent-parser
Availability: InStock
Author: junior-frontend-dev

Parse vague user requirements into structured intent documents with assumptions and acceptance criteria.

Updated Jan 10, 2026

Search Tags:#templates #requirements #assumptions #constraints #intent #acceptance-criteria #parse

Ready to run

npx skills add https://github.com/Junior-Frontend-dev/Hi-u-ng --skill user-intent-parser

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: user-intent-parser
Source: https://github.com/Junior-Frontend-dev/Hi-u-ng/tree/main/.claude/skills/questioning/user-intent-parser
Command: npx skills add https://github.com/Junior-Frontend-dev/Hi-u-ng --skill user-intent-parser

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Parse vague user requirements into structured format with explicit assumptions, constraints, and acceptance criteria.

Core Features & Use Cases

Extract explicit and implicit requirements from informal statements.
Identify assumptions, constraints, ambiguities, and acceptance criteria.
Produce a standardized Parsed Intent document using reusable templates.

Quick Start

Provide a structured parsed-intent document from a user statement.

Frequently Asked Questions about user-intent-parser

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

FAQPage Schema

How do I parse vague user requirements into structured acceptance criteria?▼

To parse vague user requirements, you extract explicit and implicit needs from informal statements to generate a standardized document containing structured assumptions, constraints, and acceptance criteria.

What is the best way to extract implicit assumptions from informal product requests?▼

Extracting implicit assumptions from informal product requests involves identifying unstated requirements and ambiguities, yielding a parsed intent document that clarifies scope for product, design, and engineering teams.

How do I turn ambiguous design constraints into a reusable requirements template?▼

Turning ambiguous design constraints into a reusable template requires parsing the informal statements to produce explicit constraints and draft acceptance criteria within a standardized frontmatter-driven flow.

Can I generate draft acceptance criteria directly from unstructured feature requests?▼

Yes, you can generate draft acceptance criteria from unstructured feature requests by parsing the text to identify explicit statements, ambiguities, and constraints using reusable templates.

Does parsing user intent work for both product management and engineering contexts?▼

Parsing user intent works for product management, design, and engineering contexts by targeting informal requirements and producing a structured parsed intent document with clear assumptions and constraints.

What are the limitations of using templates to parse informal user intent statements?▼

A limitation of using templates to parse informal user intent is that the output relies heavily on the initial extraction quality, meaning highly subjective or contradictory ambiguities may require manual refinement before finalizing acceptance criteria.