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ambiguity-detection

Detect ambiguous or contradicting wording in requirements and specs.

Skill by 0xzahed

IndexedMIT
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/0xzahed-ambiguity-detection

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Detect ambiguous or contradicting wording in requirements and specs. Use when reviewing documents before implementation.

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/ambiguity-detection

What's inside

Skill name
ambiguity-detection
Description
Detect ambiguous or contradicting wording in requirements and specs. Use when reviewing documents before implementation.
License
MIT
Metadata
tags: ambiguity, detection
Instructions
27 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Ambiguity Detection

## Use this skill when
- Scanning requirements for vague or contradictory phrasing
- Rewriting ambiguous statements into precise language
- Surfacing unstated assumptions that block implementation

## Do not use this skill when
- Requirements are already precise
- You are implementing code

## Instructions
1. Flag weasel words: quickly, secure, fast, good, etc., large, some.
2. Flag undefined acronyms and domain terms.
3. Check that numbers have units and boundaries.
4. List every unstated assumption explicitly.
5. Rewrite flagged statements with measurable terms.
6. Output an ambiguity list with proposed rewrites.

## Output Format
- Term/Phrase | Location | Why ambiguous | Proposed precise wording

## Common Mistakes
- Leaving vagueness in place
- Introducing new assumptions while rewriting

From 0xzahed/antigravity-skills, MIT.

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Last commit (this folder)
Sep 16, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from 0xzahed

Cite this page

ambiguity-detection skill. Agent Mart. https://agentmart.dev/skills/0xzahed-ambiguity-detection (last updated 2026-10-24)