ClaudSkills / Science & Research / science-misc

Sst LLM Judge Ranker

Q: What is a Claude Code skill and how does the Sst LLM Judge Ranker skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Sst LLM Judge Ranker is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Science & Research · Sub-category: science-misc · Last updated: 2026-05-21

ai:llm

Maintain a ranked list of N artifacts (drafts, designs, code variants, research reports, ...) by comparing each new candidate against the current top and bottom of the list, using LLM judgment as the comparator. Supports both batch ranking (compare every artifact against every other) and incremental insertion (place a new artifact into an existing ranked list with O(log N) comparisons via binary search). Persists the ranklist as JSON; safe to call repeatedly as new candidates land.

About this skill (catalog notes)

Sst LLM Judge Ranker includes 6 code blocks for direct copy-paste. The SKILL.md runs to about 853 words, in the catalog's typical mid-range.

Indexed lastmod: 2026-05-21
Catalog position: Science & Research · science-misc
Indexed related skills: 10

How Sst LLM Judge Ranker fits the catalog

Sst LLM Judge Ranker sits in the Science & Research category under the science-misc sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Order N artifacts by quality on a stated dimension. The comparator is "the LLM judges A vs B against this goal," done pairwise.

What this skill does

Sst LLM Judge Ranker 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/sst-llm-judge-ranker/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Sst LLM Judge Ranker 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 117,000+ 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/sst-llm-judge-ranker
curl -L https://claudskills.com/skills/sst-llm-judge-ranker/SKILL.md \
  -o ~/.claude/skills/sst-llm-judge-ranker/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/sst-llm-judge-ranker/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/sst-llm-judge-ranker/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\sst-llm-judge-ranker\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

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

Frequently asked questions

How do I install the Sst LLM Judge Ranker Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/sst-llm-judge-ranker/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Sst LLM Judge Ranker skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Sst LLM Judge Ranker skill?

Use Sst LLM Judge Ranker when your Claude Code task falls under the Science & Research category — specifically in the science misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Sst LLM Judge Ranker" or describe the task and let Claude pick). Browse related skills at /category/science/.

What is a Claude Code skill and how does the Sst LLM Judge Ranker skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Sst LLM Judge Ranker is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

ClaudSkills. (2026). Sst LLM Judge Ranker [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/sst-llm-judge-ranker/

BibTeX

@misc{sst-llm-judge-ranker-2026,
  author    = {ClaudSkills},
  title     = {Sst LLM Judge Ranker [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/sst-llm-judge-ranker/}
}

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Badge

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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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