Agent skill

Administrative Value Judgment

by THUYRan in THUYRan/Legal-Skills-Chinese

Assist legal staff of administrative organs in mainland China, based on a given administrative fact pattern, in making value judgments and interest balancing under the basic principles of…

No licenceAuto-check passedLegal & Compliance

Install Administrative Value Judgment

skills CLI
$ npx skills add THUYRan/Legal-Skills-Chinese --skill administrative-value-judgment -a claude-code

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

GitHub CLI
$ gh skill install THUYRan/Legal-Skills-Chinese administrative-value-judgment --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/THUYRan/Legal-Skills-Chinese.git skills-src && mkdir -p .claude/skills && cp -r skills-src/English/skills/administrative-value-judgment .claude/skills/administrative-value-judgment && 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
administrative-value-judgment
GitHub stars
874
Token cost
~4.2k tokens
SKILL.md length
1,052 words
Files
1
Skills in repo
71
Repo updated
First seen
Licence
None found

At a glance

Assist legal staff of administrative organs in mainland China, based on a given administrative fact pattern, in making value judgments and interest balancing under the basic principles of…

  • Works in 9 steps: Fact-pattern preprocessing → Legality principle review → Rationality principle review → …
  • Legal & Compliance work in your project
  • SKILL.md covers Capabilities, How to Use, Input Format and Output Format, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Administrative Value Judgment is an agent skill from THUYRan/Legal-Skills-Chinese. Assist legal staff of administrative organs in mainland China, based on a given administrative fact pattern, in making value judgments and interest balancing under the basic principles of administrative law, and in forming a provisional discretionary conclusion.

Its SKILL.md is about 4.2k 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 Legal & Compliance.

When your agent uses it

  • Legal & Compliance work in your project

Example prompts

  • “/administrative-value-judgment”

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. Fact-pattern preprocessing
  2. Legality principle review
  3. Rationality principle review
  4. Proportionality principle review
  5. Equality principle review
  6. Due process principle review
  7. Good faith and legitimate expectation protection review
  8. Interest balancing
  9. Discretionary conclusion

What it can do on your machine

Read from SKILL.md and the folder at commit c31ef1f. 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 (its code samples are markdown).

    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

Administrative Value Judgment loads about 4.2k tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 1,052 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~73
When it runs · the whole SKILL.md, loaded when a task matches
~4.2k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 1,052 words (~4,209 tokens).

“This Skill is for administrative organs handling value conflicts and discretionary choices in a concrete fact pattern. It does not replace a formal administrative decision; it only outputs value judgments and discretionary recommendations of an internal analytical nature.”

— opening of SKILL.md by THUYRan
name
administrative-value-judgment

Read the full SKILL.md on GitHub

Files

Just SKILL.md in English/skills/administrative-value-judgment of THUYRan/Legal-Skills-Chinese.

Open the folder on GitHubat commit c31ef1f

Compare with similar skills

Administrative Value Judgment 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.

Administrative Value Judgment compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Administrative Value Judgment this skillTHUYRan/Legal-Skills-Chinese874—~4.2kAutomated safety check: PassNone
Paper to Chinese Patent DrafterYuan1z0825/nature-skills47k1 repos~1.1kAutomated safety check: PassApache-2.0
C15tc15t/c15t1.9k1 repos~1.6kAutomated safety check: PassApache-2.0
Contract Reviewevolsb/claude-legal-skill4641 repos~3.6kAutomated safety check: PassMIT
Legal Clinic Client Intakeanthropics/claude-for-legal9.6k3 repos~3.2kAutomated safety check: PassApache-2.0
Paper To Cn Patentsnipp-zha/Paper-to-patent-Skill1071 repos~959Automated safety check: PassNone

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Questions about Administrative Value Judgment

What does Administrative Value Judgment do?

Assist legal staff of administrative organs in mainland China, based on a given administrative fact pattern, in making value judgments and interest balancing under the basic principles of…. Administrative Value Judgment is an agent skill from THUYRan/Legal-Skills-Chinese. Assist legal staff of administrative organs in mainland China, based on a given administrative fact pattern, in making value judgments and interest balancing under the basic principles of administrative law, and in forming a provisional discretionary conclusion.

When should I use Administrative Value Judgment?

Administrative Value Judgment fits situations like: legal & Compliance work in your project.

How do I install Administrative Value Judgment in Claude Code?

Run `npx skills add THUYRan/Legal-Skills-Chinese --skill administrative-value-judgment -a claude-code`. Or copy the skill folder (English/skills/administrative-value-judgment in THUYRan/Legal-Skills-Chinese) into .claude/skills/administrative-value-judgment in your project. Claude Code loads it when a task matches its description.

How do I install Administrative Value Judgment in Codex?

Run `npx skills add THUYRan/Legal-Skills-Chinese --skill administrative-value-judgment -a codex`. Or copy the skill folder (English/skills/administrative-value-judgment in THUYRan/Legal-Skills-Chinese) into .agents/skills/administrative-value-judgment in your project. Codex loads it when a task matches its description.

Can I use Administrative Value Judgment 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 THUYRan/Legal-Skills-Chinese --skill administrative-value-judgment -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/administrative-value-judgment, .gemini/skills/administrative-value-judgment, .github/skills/administrative-value-judgment and .opencode/skills/administrative-value-judgment in your project.

What does Administrative Value Judgment need to run?

SKILL.md names no scripts, command-line tools or credentials: Administrative Value Judgment is instructions for the agent only.

Does Administrative Value Judgment 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 Administrative Value Judgment 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 Administrative Value Judgment use?

No licence was found for Administrative Value Judgment or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Administrative Value Judgment use?

About 4.2k tokens (SKILL.md is roughly 17k 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 Administrative Value Judgment?

Skills that share tags, products or a category with Administrative Value Judgment: Paper to Chinese Patent Drafter (Yuan1z0825/nature-skills, 47k stars), C15t (c15t/c15t, 1.9k stars), Contract Review (evolsb/claude-legal-skill, 464 stars) and Legal Clinic Client Intake (anthropics/claude-for-legal, 9.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Administrative Value Judgment?

THUYRan (a GitHub user) maintains it in THUYRan/Legal-Skills-Chinese, which has 874 GitHub stars. The repository holds 71 skills in this directory. The repository was last updated on August 22, 2026.

Source: THUYRan/Legal-Skills-Chinese on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.