llm-evaluation git:20260508.a7b2053A

Immutable. This exact content is served forever at /api/v1/blob/8e09b60bd44bf71b.

---
name: llm-evaluation
description: "Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks."
group: brana
keywords: [llm, evaluation, eval, testing, llm-judge, a-b-testing, benchmarking, bleu, rouge, bertscore, langsmith]
allowed-tools: [Read, Glob, Grep, AskUserQuestion]
status: experimental
source: "https://github.com/wshobson/agents @llm-evaluation"
acquired: "2026-04-30"
quarantine: true
---
<!-- PROCEDURE_FILE: procedures/llm-evaluation.md -->
Read and execute the full procedure from `system/procedures/llm-evaluation.md`.

> QUARANTINE: Community-tier skill. Read-only tools only. Verify patterns against official docs before applying.