ambiguity-detector

Solid

Detects and analyzes ambiguous language in software requirements and user stories. Use when reviewing requirements documents, user stories, specifications, or any software requirement text to identify vague quantifiers, unclear scope, undefined terms, missing edge cases, subjective language, and incomplete specifications. Provides detailed analysis with clarifying questions and suggested improvements.

Web & Frontend 160 stars 17 forks Updated today Apache-2.0

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Quality Score: 87/100

Stars 20%
73
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
80
License 10%
100
Description 5%
100

Skill Content

# 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: 1. **Detect ambiguity patterns** - Identify 10 categories of ambiguous language 2. **Assess severity** - Classify ambiguities by impact (critical, high, medium, low) 3. **Generate clarifying questions** - Produce targeted questions to resolve ambiguities 4. **Suggest improvements** - Provide clear, testable alternatives 5. **Create reports** - Generate structured analysis with actionable recommendations ## Analysis Workflow Follow this process when analyzing requirements for ambiguity: ### Step 1: Read Requirements Thoroughly Read each requirement statement and identify: - Core intent and purpose - Actors and entities involved - Actions and behaviors described - Constraints and conditions - Success criteria ### Step 2: Scan for Ambiguity Patterns Use `references/ambiguity_patterns.md` to systematically check for: **1. Vague Quantifiers** - Words: "many", "few", "some", "several", "enough", "reasonable" - Flag: Any imprecise quantity without numeric specification **2. Temporal Ambiguity** - Words: "soon", "quickly", "frequently", "immediately", "real-time" - Flag: Timing without specific duration or frequency **3. Unclear Scope** - Words: "all", "the system", "etc.", "relevant", "applicable" - Flag: Undefined boundaries or extent **4. Weak Verbs/Conditionals** - Word...

Details

Author
ArabelaTso
Repository
ArabelaTso/Skills-4-SE
Created
6 months ago
Last Updated
today
Language
Python
License
Apache-2.0

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