Agentv Trace Analyst is a production-ready Claude Code skill (quality score 70/100) in the math-stats sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/agentv-trace-analyst/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when asked to inspect AgentV eval results, find regressions between AgentV evaluation runs, identify failure patterns in AgentV trace data, analyze tool trajectories, or compute cost/latency/score statistics from AgentV result files. Do NOT use for benchmarking skill trigger accuracy, analyzing skill-creator eval performance, or measuring skill description quality — those tasks belong to the skill-creator skill.
The Agentv Trace Analyst skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. 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.
mkdir -p ~/.claude/skills/agentv-trace-analyst curl -L https://claudskills.com/skills/agentv-trace-analyst/SKILL.md \ -o ~/.claude/skills/agentv-trace-analyst/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/agentv-trace-analyst/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/agentv-trace-analyst/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\agentv-trace-analyst\SKILL.md on Windows. See the full install guide for step-by-step instructions.
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.
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