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Dataset Benchmark Discovery

Category: Science & Research  ·  Sub-category: science-misc  ·  Last updated:
Use when the user asks for latest datasets, benchmark suites, leaderboards, baseline or SOTA comparisons, dataset selection for experiments, or evidence that a paper needs complete experimental validation. This skill routes to the dataset_benchmark_discovery tool and keeps access/license limits explicit.

From the source SKILL.md

Use this skill before experiment planning or manuscript drafting when the user needs datasets, benchmarks, metrics, baselines, or leaderboard context.

What this skill does

Dataset Benchmark Discovery is a community-contributed Claude Code skill in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/dataset-benchmark-discovery/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user asks for latest datasets, benchmark suites, leaderboards, baseline or SOTA comparisons, dataset selection for experiments, or evidence that a paper needs complete experimental validation. This skill routes to the dataset_benchmark_discovery tool and keeps access/license limits explicit.

Who uses this skill

The Dataset Benchmark Discovery Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/dataset-benchmark-discovery
curl -L https://claudskills.com/skills/dataset-benchmark-discovery/SKILL.md \
  -o ~/.claude/skills/dataset-benchmark-discovery/SKILL.md

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

Skills live at ~/.claude/skills/dataset-benchmark-discovery/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\dataset-benchmark-discovery\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.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Attribution & license

More Science & Research skills

Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Science & Research skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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