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ambiguity-detector
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.
Why this score
This repo hosts 10 skills, so its 256 stars are split between them (about 26 each) for scoring.
Popularity score: 57/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 4f38503747e0, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneambiguity-detector ArabelaTso/Skills-4-SE · Skill | 57 | ★ 256 | ≈106 always | 3mo ago |
| scope-creep-detector Shubhamsaboo/awesome-llm-apps · Skill Both about detector and scope | 93 | ★ 142k | ≈24 always | 17d ago |
| trap-detector wbh604/UZI-Skill · Skill Both about detector | 82 | ★ 7.3k | ≈33 always | 18d ago |
| detector-overview BitterSecurity/Decepticon · Skill Both about detector | 79 | ★ 6.3k | ≈48 always | 17d ago |
| gap-detector ww-w-ai/bkit-claude-code · Subagent Both about detector and detect | 53 | ★ 603 | ≈22 in chat | 1mo ago |
| ai-writing-detector conorbronsdon/avoid-ai-writing · Skill Both about detector and detect | 76 | ★ 5.1k | ≈56 always | 16d ago |