https://topaiskills.com/tags/evaluation/Recent content in Evaluation on Top AI SkillsHugoenWed, 14 Oct 2026 00:00:00 +0000https://topaiskills.com/skills/automation/google-agents-cli-eval/Wed, 14 Oct 2026 00:00:00 +0000https://topaiskills.com/skills/automation/google-agents-cli-eval/<p><code>google-agents-cli-eval</code> is the sibling skill that turns &ldquo;my agent feels better now&rdquo; into a number you can paste. It covers the Gemini platform eval methodology end to end: dataset schema, judge-based metrics, failure clusters, and the prompt-optimization path. I read the whole SKILL.md — v1.10.0, 24,948 bytes, inside <a href="https://github.com/google/agents-cli" rel="nofollow" target="_blank">google/agents-cli</a> (6,092 stars, last push 2026-10-12) — and scraped the skills.sh leaderboard on 2026-10-14: <strong>494,982 installs, weekly [10,658, 13,005, 42,960, 57,863, 73,310, 132,549, 53,045, 16,002]</strong>. Every one of the seven agents-cli skills sits inside a 1,108-install band (adk-code 495,962 down to observability 494,854), so read that counter as suite traction, not as this skill&rsquo;s own pull. What the skill actually buys you is the correction mechanism for the one thing agent developers get wrong most: rewriting prompts on instinct and calling it improvement.</p>