med-chronic-disease-review
门诊慢病审核(糖尿病/高血压)。输入 OCR 结果数组 JSON,输出审核结论与原因(原始 JSON + 自然语言结论)。
Best use case
med-chronic-disease-review is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
门诊慢病审核(糖尿病/高血压)。输入 OCR 结果数组 JSON,输出审核结论与原因(原始 JSON + 自然语言结论)。
Teams using med-chronic-disease-review should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/chronic-disease-review/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How med-chronic-disease-review Compares
| Feature / Agent | med-chronic-disease-review | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
门诊慢病审核(糖尿病/高血压)。输入 OCR 结果数组 JSON,输出审核结论与原因(原始 JSON + 自然语言结论)。
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
AI Agents for Coding
Browse AI agent skills for coding, debugging, testing, refactoring, code review, and developer workflows across Claude, Cursor, and Codex.
Best AI Skills for Claude
Explore the best AI skills for Claude and Claude Code across coding, research, workflow automation, documentation, and agent operations.
Cursor vs Codex for AI Workflows
Compare Cursor and Codex for AI coding workflows, repository assistance, debugging, refactoring, and reusable developer skills.
SKILL.md Source
# 门诊慢病审核
概述
----
给定一份 OCR 结果数组(每项包含 `fileName/page/docType/ocrText`),本技能会:
- 输出审核接口原始 JSON
- 输出自然语言摘要(结论 + 原因)
数据安全、隐私与伦理声明
------------------------
- **最小必要原则**:仅处理审核所必需的文本内容;不要求也不鼓励提供与审核无关的身份信息。
- **严格脱敏**:在发送至任何模型/接口前,会对可识别个人身份的信息进行脱敏/去标识化处理(如姓名、证件号、手机号、详细地址、人脸/影像等)。仅传递脱敏后的必要信息用于本次 skill 调用。
- **不做本地持久化**:不将用户输入与中间结果写入本地持久化存储(包含磁盘文件、数据库、日志)。仅在内存中短暂处理;**本次调用结束即销毁**。
- **第三方 API 风险提示**:在功能需要时,可能会调用第三方模型/服务接口;此时仅会发送**脱敏后的必要信息**,并使用加密传输。除完成本次请求外,不用于任何其他用途(如训练、画像、营销)。
- **医疗边界**:本技能输出为审核规则匹配与原因摘要的辅助信息,不构成医疗诊断或治疗建议;如涉及临床判断请以执业医生意见为准。
输入格式
--------
输入必须是 JSON 数组(list),示例:
```json
[
{"fileName":"xxx.pdf","page":1,"docType":"出院记录","ocrText":"..."},
{"fileName":"xxx.pdf","page":2,"docType":"检验报告","ocrText":"..."}
]
```
快速开始
--------
从 `skills` 目录执行:
```bash
# 糖尿病
python3 scripts/chronic_disease_review.py \
--disease-code diabetes \
--input data/med-chronic-disease-review/糖尿病_ocr_task_result.json
# 高血压
python3 scripts/chronic_disease_review.py \
--disease-code hypertension \
--input data/med-chronic-disease-review/高血压_ocr_task_result.json
```
参数说明
--------
- `--disease-code STRING`:**必填**。糖尿病/高血压(也支持 `diabetes/hypertension/dm/htn` 别名)。本 skill 每次只审核一个病种。
- `--review-type STRING`:可选。默认 `慢病审核`(也可传 `大病审核` 等服务支持的值)。
- `--input PATH`:OCR 数组 JSON(UTF-8)。
- `--base URL`:后端 base(默认:`http://10.10.20.15:9011`)。
- `--llm-model STRING`:可选。模型名。
- `--timeout SECONDS`:HTTP 超时;`0` 表示一直等待(默认:0)。
- `--output-json PATH`:保存原始返回 JSON(默认:`../runs/med-chronic-disease-review/{scenario}_resp.json`)。
- `--output-text PATH`:保存自然语言摘要(默认:`../runs/med-chronic-disease-review/{scenario}_resp.txt`)。
输出约定
--------
- 若输出路径父目录不存在,会自动创建。
- 自然语言摘要重点字段:
- `final_decision`:通过/不通过
- `reasoning`:原因(可选)
备注
----
- **发布约束**:示例输入、运行输出、自测脚本均放在 skill 包外(分别位于 `../data/`、`../runs/`、`../self_tests/`),skill 目录内仅保留可发布的核心文件(`scripts/`、`SKILL.md`、`_meta.json`)。Related Skills
Post-Mortem & Incident Review Framework
Run structured post-mortems that actually prevent repeat failures. Blameless analysis, root cause identification, and action tracking.
Pitch Deck Reviewer
Reviews pitch decks and provides investor-ready feedback with scoring
Performance Review Engine
> Your AI-powered performance management system. Write reviews that develop people, not just evaluate them. From self-assessments to 360° feedback to calibration — complete frameworks for every review cycle.
Deal Desk — Structured Deal Review & Approval
Run every non-standard deal through a repeatable review process. Catch margin leaks, enforce discount guardrails, and close faster with pre-approved terms.
Contract Review Assistant
Analyze business contracts for risks, unfavorable terms, and missing clauses. Get a plain-English summary of what you're signing.
afrexai-code-reviewer
Enterprise-grade code review agent. Reviews PRs, diffs, or code files for security vulnerabilities, performance issues, error handling gaps, architecture smells, and test coverage. Works with any language, any repo, no dependencies required.
performance-review-cn
绩效面谈报告、OKR对齐度检测、校准辅助
clawdtm-review
Review and rate OpenClaw skills on ClawdTM. See what humans and AI agents recommend.
cyber-owasp-review
Map application security findings to OWASP Top 10 categories and generate remediation checklists. Use for normalized AppSec review outputs and category-level prioritization.
Contract Reviewer - AI Legal Document Risk Scanner
Upload any contract or legal document and get a structured risk analysis with flagged clauses, plain-language explanations, and negotiation suggestions.
serde-code-review
Reviews serde serialization code for derive patterns, enum representations, custom implementations, and common serialization bugs. Use when reviewing Rust code that uses serde, serde_json, toml, or any serde-based serialization format. Covers attribute macros, field renaming, and format-specific pitfalls.
rust-testing-code-review
Reviews Rust test code for unit test patterns, integration test structure, async testing, mocking approaches, and property-based testing. Use when reviewing _test.rs files,