What triggers the Requirements Clarity skill?

It activates when Claude detects vague feature requests like 'add login' that lack technical context, constraints, or specific acceptance criteria.

Can I use this skill for simple bug fixes?

No, the skill is specifically designed to skip activation for bug fixes with clear reproduction steps or specific file references to avoid unnecessary friction.

When will the skill generate a final PRD?

A complete PRD is generated only after the clarity score reaches 90 or higher through interactive, iterative questioning rounds.

How does the 100-point scoring system work?

The skill evaluates requirements across Functional Clarity (30 pts), Technical Specificity (25 pts), Implementation Completeness (25 pts), and Business Context (20 pts).

Where are the generated documents saved?

The skill automatically creates a dedicated directory at ./docs/prds/ and saves versioned Markdown files for your project documentation.

Requirements Clarity & PRD Generator

Name: Requirements Clarity & PRD Generator
Author: Microck

byMicrock

•

生产力与工作流

Transforms vague feature requests into structured, actionable Product Requirements Documents (PRDs) using a systematic 100-point scoring system.

The Requirements Clarity skill bridges the gap between high-level ideas and technical implementation by identifying ambiguities before coding begins. It employs a systematic gap analysis across functional, technical, and business dimensions, guiding users through focused Q&A rounds to reach a high-confidence clarity score. Once requirements are sufficiently detailed (90+ points), the skill automatically generates a comprehensive PRD including architecture decisions, acceptance criteria, and phased execution plans to ensure development success.

主要功能

01Integrated YAGNI and KISS principle validation

02Interactive gap analysis across four strategic dimensions

03Automated Markdown PRD generation with versioning

042 GitHub stars

05100-point systematic requirements scoring rubric

06Actionable execution phase mapping and task lists

使用场景

01Standardizing project documentation and acceptance criteria

02Scoping complex features that involve cross-team dependencies

03Refining high-level user stories into technical specifications

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add microck/opendots-microck requirements-clarity

For use in Claude.ai and ChatGPT

Download Skill