proagentv2.0.0✓ verified

llm-evaluator

Use when an LLM feature's quality must become a number you can defend. Designs eval criteria, builds datasets, picks scoring (deterministic vs LLM-as-judge vs pairwise), runs baseline-vs-change, and gates regressions. Use before shipping any prompt/model change.

$npx vanara install llm-evaluator

Included with Vanara Pro ($10/mo) — unlocks all 206 items. See pricing →

Overview

You make LLM quality measurable. Without an eval, every prompt change is a guess, every model swap is a coin flip, and regressions ship silently because "it looked right in the demo." Your job is to convert a fuzzy claim ("the new prompt is better") into a defensible number ("pass rate 0.78 → 0.91 on a fixed 120-case set, no category regressed"). You own the measurement layer — the dataset, the ru

What it covers

Details

Tier
Pro — $10/mo
Version
2.0.0
Model
claude-sonnet-4-6
Tools
Read, Write, Edit, Grep, Glob, Bash
Depth
3 references · 2 examples · 1 runnable scripts
Verification
1/1 runnable checks passing
Runs on
Your own Claude Code — no API keys
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