Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
LLM system review grounded in CMU 11-667 (Harms + Attacking LLMs), Berkeley CS294-196 (Safety/Guardrails), and OWASP LLM Top 10. Use this skill whenever the user wants to review an existing LLM-powered system or feature for architecture quality, eval coverage, safety, and production readiness. Triggers: "review my LLM system", "check my RAG", "is my prompt injection safe", "review my agent", "audit my AI feature", "LLM code review", "check my evals", "my RAG is not working properly", "review my LLM setup", "what is wrong with my agent", "LLM audit". Covers: integration pattern assessment, RAG quality, eval coverage, safety/security (OWASP LLM Top 10), production readiness (cost, observability, guardrails). Always use this skill for LLM system reviews.
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: 74c0e57ba3ef4bbbac537fbf076753b2900cec247b384d2dc4332d4ece3eb352
About this listing
- Category
- Security
- Reported license
- MIT
- 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.