digital-health-compliance-planning
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SPDX-FileCopyrightText: 2026 Stanford University and the project authors (see CONTRIBUTORS.md)
SPDX-License-Identifier: MIT
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Compliance Planner
合规规划手册
Plan privacy, research, regulatory, and governance requirements for a digital health product in a framework-agnostic way.
以框架无关的方式规划数字健康产品的隐私、研究、监管及治理要求。
When to Use
适用场景
Use this skill when you need to:
- assess whether a product handles regulated health or research data
- prepare for HIPAA, IRB, FDA, GDPR, or institutional review conversations
- define consent, retention, export, deletion, and audit expectations
- identify compliance work that should shape product scope early
在以下场景中使用本指南:
- 评估产品是否处理受监管的健康或研究数据
- 为HIPAA、IRB、FDA、GDPR相关沟通或机构审查做准备
- 定义知情同意、数据留存、导出、删除及审计的预期要求
- 尽早识别应影响产品范围的合规工作
Working Style
工作流程
Do not jump straight to controls. First understand:
- product purpose
- who the users are
- whether the product is clinical care, research, wellness, operations, or education
- what data is collected, derived, shared, or exported
- which regions, institutions, and partners are involved
Then produce a concise compliance planning brief with assumptions, risks, open questions, and recommended next steps.
不要直接跳到控制措施。首先需明确:
- 产品用途
- 用户群体
- 产品属于临床护理、研究、健康管理、运营还是教育类
- 收集、衍生、共享或导出的数据类型
- 涉及的地区、机构及合作伙伴
随后生成一份简洁的合规规划简报,包含假设、风险、待解决问题及建议的后续步骤。
Core Questions
核心问题
Ask about:
- intended use and claims
- user groups such as patients, participants, clinicians, coordinators, or caregivers
- data types collected, inferred, uploaded, or connected from external systems
- whether the product supports research, quality improvement, or direct care
- data storage, processing, and sharing locations
- third-party vendors and subprocessors
- admin access, audit needs, and incident response expectations
- export, deletion, correction, and retention requirements
需询问以下问题:
- 预期用途及声明
- 用户群体,如患者、研究参与者、临床医生、协调员或护理人员
- 收集、推断、上传或从外部系统接入的数据类型
- 产品是否支持研究、质量改进或直接护理
- 数据存储、处理及共享的地点
- 第三方供应商及分包商
- 管理员权限、审计需求及事件响应预期
- 数据导出、删除、更正及留存要求
Compliance Areas To Review
需审查的合规领域
HIPAA and Institutional Privacy
HIPAA与机构隐私
Check whether the product likely handles protected health information or institution-controlled data.
Review:
- what identifiers are present
- who is a covered entity or business associate
- minimum necessary access expectations
- workforce, admin, and support access boundaries
- logging, monitoring, and breach response needs
检查产品是否可能处理受保护的健康信息或机构控制的数据。
审查内容:
- 存在哪些标识符
- 谁是受保实体或业务关联方
- 最小必要访问权限的预期
- 员工、管理员及支持人员的权限边界
- 日志记录、监控及数据泄露响应需求
Research and IRB
研究与IRB
If the product supports a study, review:
- study purpose and protocol maturity
- recruitment and consent approach
- risk level and participant burden
- withdrawal process
- de-identification or anonymization approach
- data sharing and secondary use plans
若产品支持研究项目,需审查:
- 研究目的及方案成熟度
- 招募及知情同意方式
- 风险等级及参与者负担
- 退出流程
- 去标识化或匿名化方式
- 数据共享及二次使用计划
FDA and Product Claims
FDA与产品声明
Evaluate whether the product may be treated as software with medical-device implications.
Ask:
- does it diagnose, recommend treatment, monitor for intervention, or drive clinical action
- are outputs informational, advisory, or action-triggering
- what happens if the product is wrong, unavailable, or delayed
评估产品是否可能被视为具有医疗设备属性的软件。
需询问:
- 产品是否用于诊断、推荐治疗、监测干预需求或驱动临床行动
- 输出内容是信息性、建议性还是触发行动的
- 若产品出现错误、不可用或延迟会产生何种影响
GDPR and Cross-Border Privacy
GDPR与跨境隐私
If EU or UK users may be involved, review:
- lawful basis
- consent and withdrawal mechanics
- subject rights handling
- transfer mechanisms
- retention, deletion, and processing-record expectations
若涉及欧盟或英国用户,需审查:
- 合法依据
- 知情同意及撤回机制
- 主体权利处理方式
- 数据传输机制
- 数据留存、删除及处理记录的预期
Planning Outputs
规划产出
Produce a brief with these sections and save it as in the project repository:
docs/planning/compliance-brief.md生成包含以下部分的简报,并保存至项目仓库的路径下:
docs/planning/compliance-brief.md1. Scope Summary
1. 范围摘要
- product purpose
- user groups
- jurisdictions and institutions
- data categories in scope
- 产品用途
- 用户群体
- 管辖区域及机构
- 涵盖的数据类别
2. Likely Compliance Domains
2. 可能涉及的合规领域
Mark each as , , or :
likelypossibleunlikely- HIPAA or institutional privacy
- IRB or human subjects review
- FDA or software-as-medical-device review
- GDPR or other regional privacy obligations
- security review by enterprise or academic partners
将每个领域标记为(可能)、(潜在)或(不可能):
likelypossibleunlikely- HIPAA或机构隐私
- IRB或人类受试者审查
- FDA或软件类医疗设备审查
- GDPR或其他地区隐私义务
- 企业或学术合作伙伴的安全审查
3. Key Risks
3. 主要风险
Call out the highest-risk issues, such as:
- unclear product claims
- unnecessary data collection
- missing consent boundaries
- unclear vendor or data-sharing relationships
- lack of export, deletion, or audit processes
指出高风险问题,例如:
- 产品声明不明确
- 不必要的数据收集
- 缺失知情同意边界
- 供应商或数据共享关系不清晰
- 缺乏数据导出、删除或审计流程
4. Required Decisions
4. 待决策事项
List decisions the team must make soon, for example:
- exact data categories to collect
- whether identifiable data is actually required
- whether the product is research, care delivery, or wellness
- retention timelines
- who can access what data and why
列出团队需尽快做出的决策,例如:
- 需收集的确切数据类别
- 是否确实需要可识别的数据
- 产品属于研究、护理交付还是健康管理类
- 数据留存期限
- 谁可以访问哪些数据及访问原因
5. Recommended Controls
5. 建议的控制措施
Express these as implementation-neutral capabilities, not code:
- access control and least privilege
- encryption in transit and at rest
- audit logging
- consent capture and versioning
- export and deletion workflows
- vendor review and data processing agreements
- documented retention and incident response procedures
以独立于具体实现的能力形式呈现,而非代码:
- 访问控制与最小权限原则
- 传输及静态数据加密
- 审计日志
- 知情同意捕获与版本管理
- 数据导出与删除工作流
- 供应商审查与数据处理协议
- 文档化的留存及事件响应流程
Important Guardrails
重要注意事项
- Do not present legal conclusions as certainties.
- Distinguish clearly between product guidance and legal advice.
- Prefer “you likely need to evaluate” over “you must” unless the requirement is explicit and well established.
- Flag when local counsel, compliance officers, IRB staff, or institutional privacy teams should review the plan.
- 不要将法律结论表述为确定性内容。
- 明确区分产品指导与法律建议。
- 除非要求明确且已确立,否则优先使用“您可能需要评估”而非“您必须”的表述。
- 标记出何时需由本地法律顾问、合规官员、IRB工作人员或机构隐私团队审查规划方案。
Checklist
检查清单
- Product purpose and claims clarified
- User groups and jurisdictions identified
- Data categories and sharing paths mapped
- Research and clinical context assessed
- Likely compliance domains identified
- High-risk gaps called out
- Required decisions listed
- Recommended controls framed without platform-specific implementation details
- 明确产品用途及声明
- 确定用户群体及管辖区域
- 梳理数据类别及共享路径
- 评估研究及临床背景
- 识别可能涉及的合规领域
- 指出高风险差距
- 列出待决策事项
- 以无平台特定实现细节的形式呈现建议的控制措施