Iflytek Contract Intelligence Review

What it does

When your agent uses it

• User asks to review contracts
• Detect contract risks
• Perform compliance checks

Example prompts

• “/iflytek-contract-intelligence-review”

Requirements

• Python 3
• A credential in OCR_API_KEY
• A credential in LLM_API_KEY

Workflow steps

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

1. 1输入识别 — 文件类型自动检测、可读性评估
2. 2内容提取 — OCR 识别 / 文本提取
3. 3文本清洗 — 乱码过滤、段落重组
4. 4条款分段 — 条款编号识别、标题提取
5. 5风险检测 — 付款/违约/续约/知识产权/保密/争议解决
6. 6合规校对 — 术语一致性、格式规范性
7. 7双语检查 — 中英一致性核验
8. 8报告生成 — Markdown / JSON 输出

What it can do on your machine

Read from SKILL.md and the folder at commit 08cb03f. 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

  Ships 12 files in scripts/ (Python, from the files we listed), which the agent can run.

  Shell commands in SKILL.md call:

  • python3

  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 these keys or tokens, usually read from environment variables:

  • OCR_API_KEY
  • LLM_API_KEY

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

Context cost

Iflytek Contract Intelligence Review loads about 773 tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 140 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~70

When it runs · the whole SKILL.md, loaded when a task matches

~773

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

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); the scripts in this folder are not scanned.

SKILL.md

The full file from iflytek/iFly-Skills at commit 08cb03f, republished under its Apache-2.0 licence (© iflytek). 140 words, ~773 tokens.

name

iflytek-contract-intelligence-review

description

Use when user asks to review contracts, detect contract risks, or perform compliance checks. 合同智能审核 - 对合同扫描件、图片合同、双语合同进行完整审核。 覆盖 OCR 识别、条款分析、风险检测、合规校对、翻译摘要全流程。 适用于法务审核、采购合同审查、供应链合规检查等场景。 关键词：合同审核、风险检测、条款分析、合规校对、contract review、risk detection。

metadata.openclaw

{"emoji":"📋","dimensions":["合同智能审核","风险检测与合规校对"],"user_instructions":["帮我审核合同","检查合同风险","合同合规性检查","审核付款条款","审查违约责任","双语合同核对"],"requires":{"bins":["python3"],"…

# 基础审核
python3 scripts/main.py --input contract.pdf

# 深度审核 + 重点条款
python3 scripts/main.py --input contract.pdf --review-mode deep --focus payment --focus liability

# 输出 JSON 格式
python3 scripts/main.py --input contract.pdf --output-format json

# 需要翻译摘要
python3 scripts/main.py --input contract.pdf --need-translation

# 保存中间结果
python3 scripts/main.py --input contract.pdf --save-intermediate --output-dir ./output

# 合同智能审核报告

## 文档基本信息
- 文件名: xxx
- 审核模式: standard

## 风险清单
### 高风险
- [风险项] [推断] 原文片段...

## 人工复核建议
- ...

{
  "document_meta": {...},
  "extraction_quality": {...},
  "clauses": [...],
  "risks": [...],
  "compliance_issues": [...],
  "human_review_required": [...],
  "final_summary": "..."
}

© iflytek, 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

SKILL.md and 30 other files (scripts) in skills/iflytek-contract-intelligence-review of iflytek/iFly-Skills.

• SKILL.md
• README.md
• _meta.json
• examples/sample_contract_excerpt.md
• examples/sample_review_report.md
• scripts/clients/__init__.py
• scripts/clients/image_client.py
• scripts/clients/llm_review_client.py
• scripts/clients/ocr_client.py
• scripts/clients/translate_client.py
• scripts/config.py
• scripts/errors.py
• scripts/main.py
• scripts/processors/__init__.py
• scripts/processors/bilingual_checker.py
• scripts/processors/clause_splitter.py
• scripts/processors/compliance_checker.py
• … and 14 more

Open the folder on GitHubat commit 08cb03f