Sst LLM Judge Ranker
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.
Security AStatic scan found no risk patternsHow grading works ›
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 201,000+ 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.
Telegram
📱 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.
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?
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.
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/}
}Embed this skill
Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →
Badge
[](https://claudskills.com/skills/sst-llm-judge-ranker/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/sst-llm-judge-ranker.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/sst-llm-judge-ranker.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Sst LLM Judge Ranker"></iframe>
Security scan
Grade A · scanned 2026-10-04 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ✓ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/sst-llm-judge-ranker/#security)
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