Agent Skills Hub

Open-source repository for production-ready AI agent skills
面向实战的 AI Agent Skills 开源仓库

---

What is this?

This repository is dedicated to sharing reusable, high-quality agent skills. Current release includes:

• senior-legal-contract-reviewer-v1.3 (latest)
• senior-legal-contract-reviewer-v1.2 (baseline)
• Jurisdiction: PRC law (Mainland China)
• Focus: context-first contract review, Plan B / Plan C clause design, expected loss (EL) estimation

---

Quick Start

1. Load skills/senior-legal-contract-reviewer-v1.3/SKILL.md as your agent system instruction.
2. Provide contract text/snippets plus role, jurisdiction, business objective, red lines, and amount range.
3. Parse structured output (risk level, vulnerability, Plan B / Plan C clauses, citations, EL estimation).

---

Benchmark Highlights

中文：以下数据来自仓库内 20 个 PRC 合同风险样本、4 组配置、每组 100 次自测。
English: The following numbers come from the in-repo PRC contract benchmark with 20 cases, 4 groups, and 100 runs per group.

Group	Mean Avg Score	Mean Pass Rate
Layman Prompt	28.09	5.15%
Lawyer Prompt	72.47	49.25%
v1.2	88.09	75.75%
v1.3	93.99	87.15%

• v1.3 vs v1.2: +5.90 mean score, +11.40% pass rate
• Main driver: context-first questioning about business objective, red lines, tradeables, and BATNA before clause rewriting

xychart-beta
    title "Benchmark Mean Avg Score"
    x-axis ["Layman","Lawyer","v1.2","v1.3"]
    y-axis "Score" 0 --> 100
    bar [28.09, 72.47, 88.09, 93.99]

Loading

xychart-beta
    title "Benchmark Mean Pass Rate (%)"
    x-axis ["Layman","Lawyer","v1.2","v1.3"]
    y-axis "Pass Rate" 0 --> 100
    bar [5.15, 49.25, 75.75, 87.15]

Loading

---

Repository Layout

agent-skills-hub/
├── README.md
├── README.zh-CN.md
├── LICENSE
├── benchmark/
│   └── data/
│       └── test_cases/
├── examples/
│   ├── case_a_input.md
│   └── case_a_output.json
└── skills/
    ├── senior-legal-contract-reviewer-v1.2/
    │   ├── SKILL.md
    │   └── README.md
    └── senior-legal-contract-reviewer-v1.3/
        ├── SKILL.md
        └── README.md

---

Included Skill

Senior Legal Contract Reviewer v1.3 (Latest)

• Main skill: SKILL.md
• Intro doc: README.md
• Benchmark report: reports/v1.3-comparison-100-runs.md

Senior Legal Contract Reviewer v1.2 (Baseline)

• Main skill: SKILL.md
• Intro doc: README.md
• Example input: examples/case_a_input.md
• Example output: examples/case_a_output.json

---

Evaluation Reports

• v1.3 100-run comparison: reports/v1.3-comparison-100-runs.md
• Benchmark dataset: benchmark/data/test_cases/README.md
• Official single-round comparison: reports/v1.2-official-comparison.md
• 100-run self-test summary: reports/v1.2-self-test-100-runs.md
• Raw data (JSON):
  • reports/v1.3-comparison-100-runs.json
  • reports/v1.2-official-comparison.json
  • reports/v1.2-self-test-100-runs.json

---

Notes

• This repository provides drafting and risk-review support, not formal legal advice.
• For production use, legal outputs should be reviewed by licensed lawyers.