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Agent skill

Judge Group Closure

by sno-ai in sno-ai/sno-station

Judge which offered rows one nominated statement retires or replaces.

Apache-2.0Auto-check passedAgent Workflows

Install Judge Group Closure

skills CLI
$ npx skills add sno-ai/sno-station --skill judge-group-closure -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install sno-ai/sno-station judge-group-closure --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/sno-ai/sno-station.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/memory/skills/judge-group-closure .claude/skills/judge-group-closure && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
judge-group-closure
GitHub stars
542
Token cost
~356 tokens
SKILL.md length
217 words
Files
1
Skills in repo
11
Repo updated
First seen
Licence
Apache-2.0

At a glance

Judge which offered rows one nominated statement retires or replaces.

  • Agent Workflows work in your project
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Judge Group Closure is an agent skill from sno-ai/sno-station. Judge which offered rows one nominated statement retires or replaces.

Its SKILL.md is about 360 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows. The repository describes itself as: Sno Station — your Claude Code and Codex working as one squad on your own machine. Shared encrypted memory, agent-to-agent messaging (Reach), squad skills for handoff and… The licence is Apache-2.0.

When your agent uses it

  • Agent Workflows work in your project

Example prompts

  • “/judge-group-closure”

What it can do on your machine

Read from SKILL.md and the folder at commit ad95c1c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Judge Group Closure loads about 356 tokens when it runs. Until then it costs about 22 tokens; SKILL.md has 217 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~22
When it runs · the whole SKILL.md, loaded when a task matches
~356

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from sno-ai/sno-station at commit ad95c1c, republished under its Apache-2.0 licence (© sno-ai). 217 words, ~356 tokens.

Download SKILL.mdSave it as .claude/skills/judge-group-closure/SKILL.md (or your agent's skills folder).
name
judge-group-closure
description
Judge which offered rows one nominated statement retires or replaces.

Judge Group Closure

Group Closure

  • A nominated row is a retirement statement when it says that a fact in one candidate row is no longer current, including when it describes that fact as a past preference.
  • Past tense or a shared topic is not enough. Choose a target only when the nominated row makes the candidate row's present claim no longer true.
  • Return null when both rows can be true at the same time, including when they describe different strengths of interest or different aspects of one topic.
  • Treat strength as part of the fact. A past strong preference does not retire a present weaker interest in the same topic. It retires only a candidate that claims the same strong preference is current.
  • Example: "used to be interested in X" retires "enjoys X" because it says the base interest is no longer current.
  • Counterexample: "used to really like X" does not retire "is currently drawn to X" because a former strong preference and a present weaker interest can both be true. Return null.
  • Choose every candidate row whose current meaning the nominated row retires.
  • Return those candidate row ids. Return an empty set when the nominated row retires no offered candidate.
  • Choose only by meaning. Shared words, text order, and age do not identify the target row.

© sno-ai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in packages/memory/skills/judge-group-closure of sno-ai/sno-station.

Open the folder on GitHubat commit ad95c1c

Compare with similar skills

Judge Group Closure next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Judge Group Closure compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Judge Group Closure this skillsno-ai/sno-station542—~356Automated safety check: PassApache-2.0
MCP Server Builderanthropics/skills180k63 repos~2.3kAutomated safety check: PassApache-2.0
Hook Development for Claude Code Pluginsanthropics/claude-plugins-official38k10 repos~4.1kAutomated safety check: NotesApache-2.0
Using Superpowersfarm-fe/farm5.6k36 repos~1.4kAutomated safety check: PassMIT
Executing Plans Inlineobra/superpowers297k2 repos~5.1kAutomated safety check: PassMIT
Skill CreatorAzure/azqr79689 repos~8.2kAutomated safety check: PassApache-2.0

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Categories

Questions about Judge Group Closure

What does Judge Group Closure do?

Judge which offered rows one nominated statement retires or replaces. Judge Group Closure is an agent skill from sno-ai/sno-station. Judge which offered rows one nominated statement retires or replaces.

When should I use Judge Group Closure?

Judge Group Closure fits situations like: agent Workflows work in your project.

How do I install Judge Group Closure in Claude Code?

Run `npx skills add sno-ai/sno-station --skill judge-group-closure -a claude-code`. Or copy the skill folder (packages/memory/skills/judge-group-closure in sno-ai/sno-station) into .claude/skills/judge-group-closure in your project. Claude Code loads it when a task matches its description.

How do I install Judge Group Closure in Codex?

Run `npx skills add sno-ai/sno-station --skill judge-group-closure -a codex`. Or copy the skill folder (packages/memory/skills/judge-group-closure in sno-ai/sno-station) into .agents/skills/judge-group-closure in your project. Codex loads it when a task matches its description.

Can I use Judge Group Closure in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sno-ai/sno-station --skill judge-group-closure -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/judge-group-closure, .gemini/skills/judge-group-closure, .github/skills/judge-group-closure and .opencode/skills/judge-group-closure in your project.

What does Judge Group Closure need to run?

SKILL.md names no scripts, command-line tools or credentials: Judge Group Closure is instructions for the agent only.

Does Judge Group Closure access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Judge Group Closure safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Judge Group Closure use?

Judge Group Closure is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Judge Group Closure use?

About 356 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Judge Group Closure?

Skills that share tags, products or a category with Judge Group Closure: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Judge Group Closure?

sno-ai (a GitHub organization) maintains it in sno-ai/sno-station, which has 542 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 11, 2026.

Source: sno-ai/sno-station on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.