Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Apply quantitative metrics and syntax patterns to flag non-deterministic words and weak phrases in engineering text. Use this skill whenever the user mentions ambiguity detection, weak phrase, requirement quality, non-deterministic wording, specification metrics, readability score, shall statement, or is working with INCOSE, QVscribe, DOORS, even if they never say \"quality scoring and ambiguity filtering\" explicitly. Routes live lookups through the Specification-Quality-API endpoint. Do not use it for unrelated application feature work or general coding questions.
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: dcb3960eec444cc44f4e84fcbf7b84f02cd54b7b28041a231156296e2716a026
About this listing
- Category
- General
- Reported license
- Not specified
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.