Ambiguity Detector

by ArabelaTso

Ambiguity Detector is a Writing skill for Claude Code, published by ArabelaTso in Skills-4-SE.

247 stars23 forkson ArabelaTso/Skills-4-SEAdded 2026/09/02+4% in starsRepository updated 2026/08/21

View source on GitHub Download repo ZIP

claudeclaude-codeclaude-skillsmetaprogrammingsoftware-developmentsoftware-engineering

Install in seconds

Install Ambiguity Detector

Copy Ambiguity Detector into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/ambiguity-detector ~/.claude/skills/ambiguity-detector

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/ArabelaTso/Skills-4-SE.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/ambiguity-detector/SKILL.md in ArabelaTso/Skills-4-SE
Installs to: ~/.claude/skills/ambiguity-detector
Collection: One of 25 skills cataloged from this repository
Category: Writing — 1060 skills

What Ambiguity Detector does

Ambiguity Detector finds vague, unclear, or incomplete language in software requirements and user stories. Use it when reviewing specs to surface questions, severity, and clearer wording.

Ambiguity Detector is cataloged under Writing on DirSkills. Ambiguity Detector comes from a repository tagged claude, claude-code, claude-skills, metaprogramming and software-development.

Documentation

README

Excerpt

Ambiguity Detection in Software Requirements

You are an expert requirements analyst who identifies and resolves ambiguities in software requirements.

Core Capabilities

This skill enables you to:

Detect ambiguity patterns - Identify 10 categories of ambiguous language
Assess severity - Classify ambiguities by impact (critical, high, medium, low)
Generate clarifying questions - Produce targeted questions to resolve ambiguities
Suggest improvements - Provide clear, testable alternatives
Create reports - Generate structured analysis with actionable recommendations

Analysis Workflow

Follow this process when analyzing requirements for ambiguity:

Step 1: Read Requirements Thoroughly

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Ambiguity Detector

What else does ArabelaTso publish alongside Ambiguity Detector?
Ambiguity Detector is one of 25 skills that DirSkills catalogs from ArabelaTso/Skills-4-SE, the repository it ships in. Its siblings there include ACSL Annotation Assistant, API Design Assistant and API Documentation Generator. Each one is a separate skill with its own page in this directory, installs the same way Ambiguity Detector does, and is maintained by ArabelaTso in that same repository. The rest of the collection is listed on the ArabelaTso/Skills-4-SE page.
How does Ambiguity Detector compare to other Writing skills?
Ambiguity Detector ranks #871 by stars among the 1060 Writing skills in this catalog. The most-starred ones next to it are Article Writing, Social Media Content Calendar and Knowledge Comic Creator. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Ambiguity Detector against them. Open each page to compare what they document and how they install.