Agentv Bench

Quality score: 70/100 · Category: Content · Sub-category: content-misc

Run AgentV evaluations and optimize agents through eval-driven iteration. Triggers: run evals, benchmark agents, optimize prompts/skills against evals, compare agent outputs across providers, analyze eval results, offline evaluation of recorded sessions, run autoresearch, optimize unattended, run overnight optimization loop. Not for: writing/editing eval YAML without running (use agentv-eval-writer), analyzing existing traces/JSONL without re-running (use agentv-trace-analyst).

What this skill does

Agentv Bench is a production-ready Claude Code skill (quality score 70/100) in the content-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/agentv-bench/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Agentv Bench skill is built for content creators, marketers, copywriters, SEO professionals, and editorial teams. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/agentv-bench
curl -L https://claudskills.com/skills/agentv-bench/SKILL.md \
  -o ~/.claude/skills/agentv-bench/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/agentv-bench/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/agentv-bench/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\agentv-bench\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.