eval

SkillMonitoring & ops

Evaluate trained YOLO model accuracy with mAP metrics and per-class error analysis. Identifies failure cases for targeted improvement. Use after training.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the eval skill

What this skill tells your AI

The instructions your AI receives, as published by qtzx06/yolodex in .agents/skills/eval/SKILL.md and read by ahel’s review.

Instructions

  1. Read config.json for output_dir, target_accuracy
  2. Run: uv run .agents/skills/eval/scripts/run.py
  3. Outputs: output/eval_results.json with mAP, precision, recall, per-class breakdown

Signals

GitHub stars
96
Forks
12
Last commit
Apr 2026
Advanced
Catalog kind
skill
Gateway key
eval-qtzx06
Source
github.com/qtzx06/yolodex