Agent skill

Legal Judgment Prediction

by THUYRan in THUYRan/Legal-Skills-Chinese

根据案件事实描述,综合调用8个原子能力,预测罪名、适用法条、刑期及量刑情节,输出结构化预测报告及置信度评估. An agent skill from THUYRan/Legal-Skills-Chinese.

No licenceAuto-check passedLegal & Compliance

Install Legal Judgment Prediction

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

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

GitHub CLI
$ gh skill install THUYRan/Legal-Skills-Chinese legal-judgment-prediction --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/skills/legal-judgment-prediction .claude/skills/legal-judgment-prediction && 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
legal-judgment-prediction
GitHub stars
874
Token cost
~3.8k tokens
SKILL.md length
626 words
Files
1
Skills in repo
71
Repo updated
First seen
Licence
None found

At a glance

根据案件事实描述,综合调用8个原子能力,预测罪名、适用法条、刑期及量刑情节,输出结构化预测报告及置信度评估. An agent skill from THUYRan/Legal-Skills-Chinese.

  • Works in 5 steps: 适用范围:… → 置信度校准规则 → 回溯效率保障:… → …
  • Legal & Compliance work in your project
  • SKILL.md covers 一、能力概述, 二、原子能力选用清单, 三、完整执行流程 and 四、条件分支与回溯机制, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Legal Judgment Prediction is an agent skill from THUYRan/Legal-Skills-Chinese. 根据案件事实描述,综合调用8个原子能力,预测罪名、适用法条、刑期及量刑情节,输出结构化预测报告及置信度评估。

Its SKILL.md is about 3.8k 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

  • “/legal-judgment-prediction”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. 适用范围: 本复合能力主要适用于事实清楚、证据充分的刑事案件判决预测。对于事实存在重大争议、证据不足的案件,置信度应显著降低。
  2. 置信度校准规则
  3. 回溯效率保障: 每个质量检查点最多触发2次回溯,避免无限循环。若2次回溯后仍存在问题,标注不确定性后继续推进。
  4. 多被告人处理: 若案件涉及多名被告人,需对每名被告人分别执行步骤6的量刑推理,但步骤1-5的结果可共享。
  5. 本能力不涉及: 民事案件预测、行政案件预测、法律咨询建议、辩护策略制定等超出刑事判决预测范围的任务。

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.

    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

Legal Judgment Prediction loads about 3.8k tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 626 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~20
When it runs · the whole SKILL.md, loaded when a task matches
~3.8k

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 626 words (~3,787 tokens).

name
legal-judgment-prediction

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/legal-judgment-prediction of THUYRan/Legal-Skills-Chinese.

Open the folder on GitHubat commit c31ef1f

Compare with similar skills

Legal Judgment Prediction 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.

Legal Judgment Prediction compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Legal Judgment Prediction this skillTHUYRan/Legal-Skills-Chinese874—~3.8kAutomated 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 Legal Judgment Prediction

What does Legal Judgment Prediction do?

根据案件事实描述,综合调用8个原子能力,预测罪名、适用法条、刑期及量刑情节,输出结构化预测报告及置信度评估. An agent skill from THUYRan/Legal-Skills-Chinese. Legal Judgment Prediction is an agent skill from THUYRan/Legal-Skills-Chinese.

When should I use Legal Judgment Prediction?

Legal Judgment Prediction fits situations like: legal & Compliance work in your project.

How do I install Legal Judgment Prediction in Claude Code?

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

How do I install Legal Judgment Prediction in Codex?

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

Can I use Legal Judgment Prediction 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 legal-judgment-prediction -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/legal-judgment-prediction, .gemini/skills/legal-judgment-prediction, .github/skills/legal-judgment-prediction and .opencode/skills/legal-judgment-prediction in your project.

What does Legal Judgment Prediction need to run?

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

Does Legal Judgment Prediction 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 Legal Judgment Prediction 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 Legal Judgment Prediction use?

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

How many tokens does Legal Judgment Prediction use?

About 3.8k tokens (SKILL.md is roughly 15k 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 Legal Judgment Prediction?

Skills that share tags, products or a category with Legal Judgment Prediction: 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 Legal Judgment Prediction?

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.