Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Use when reviewing how an LLM or AI pipeline is evaluated — metric selection, golden datasets, threshold governance, adversarial coverage, and regression gating — to determine whether low-quality or unsafe model outputs can ship undetected. Trigger when a user provides evaluation configuration files, DeepEval or RAGAS test scripts, eval CI steps, or asks whether their AI pipeline actually prevents a bad model from reaching production. This skill reviews evaluation setup statically; it does not call LLM APIs, run evaluations, or contact inference endpoints.
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: 287963adbedc099474294844400c223ecf5dd709beee3438a866bb3795ba53c8
About this listing
- Category
- Engineering
- Reported license
- Apache-2.0
- 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.