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LLM AI Pipeline Test Review

Category: Engineering  ·  Sub-category: testing  ·  Last updated:
ai:llmtype:review
Use this skill 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.

What this skill does

LLM AI Pipeline Test Review is a community-contributed Claude Code skill in the testing sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/llm-ai-pipeline-test-review/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The LLM AI Pipeline Test Review Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/llm-ai-pipeline-test-review
curl -L https://claudskills.com/skills/llm-ai-pipeline-test-review/SKILL.md \
  -o ~/.claude/skills/llm-ai-pipeline-test-review/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/llm-ai-pipeline-test-review/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/llm-ai-pipeline-test-review/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\llm-ai-pipeline-test-review\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Attribution & license

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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