使用方法
- 复制安装命令，在自己的智能体环境安装前先检查源码包。
- 从原始文档核对所需工具、凭据和支持的宿主。
- 说明输入材料与期望交付物，并对照来源检查输出。
npx skills add https://github.com/mukul975/privacy-data-protection-skills --skill dpia-mitigation-plan开始前需了解
- 安装不包含模型订阅、API 额度或访问文件的权限。
- 仓库星数和安装量反映活跃情况，不等于独立质量或安全测试。
仓库原始内容
按源仓库内容呈现，保留标题、案例、代码、表格、链接以及原文引用的演示图片。
DPIA Mitigation Planning
Overview
Article 35(7)(d) GDPR requires a DPIA to include "the measures envisaged to address the risks, including safeguards, security measures and mechanisms to ensure the protection of personal data and to demonstrate compliance with this Regulation." This skill provides a structured mitigation planning framework.
Mitigation Strategy Categories
Technical Measures
| Category | Examples | GDPR Reference |
|---|---|---|
| Encryption | At-rest, in-transit, end-to-end | Art. 32(1)(a) |
| Pseudonymisation | Tokenisation, hashing, key-coded | Art. 25(1), Art. 32(1)(a) |
| Access controls | RBAC, MFA, privileged access management | Art. 32(1)(b) |
| Data minimisation | Field-level reduction, aggregation, sampling | Art. 5(1)(c), Art. 25(1) |
| Anonymisation | k-anonymity, differential privacy, generalisation | Recital 26 |
| Monitoring | SIEM, DLP, anomaly detection | Art. 32(1)(d) |
Organisational Measures
| Category | Examples | GDPR Reference |
|---|---|---|
| Policies | Data protection policy, acceptable use | Art. 24(2) |
| Training | Privacy awareness, role-specific training | Art. 39(1)(b) |
| Contracts | DPAs, joint controller arrangements, NDAs | Art. 28, Art. 26 |
| Audits | Internal audits, processor audits, certification | Art. 28(3)(h) |
| Governance | DPO oversight, privacy committee, RACI | Art. 37-39 |
| Incident response | Breach procedures, notification protocols | Art. 33-34 |
Mitigation Plan Structure
For each identified risk:
- Risk reference -- Link to DPIA risk register entry
- Inherent risk level -- Before mitigation
- Proposed measures -- Specific technical and organisational controls
- Implementation owner -- Accountable person
- Implementation deadline -- Target completion date
- Verification method -- How effectiveness will be confirmed
- Residual risk level -- After planned mitigation
- Acceptance decision -- Within appetite / escalation required / prior consultation
Residual Risk Decision Framework
Residual Risk LOW → Accept; document; routine monitoring
Residual Risk MEDIUM → Accept with enhanced monitoring; annual review
Residual Risk HIGH → Escalate to senior management; consider additional measures
Residual Risk VERY HIGH → Art. 36 prior consultation required before processingImplementation Tracking
Each mitigation measure progresses through:
- Proposed -- Identified but not yet approved
- Approved -- Budget and resources allocated
- In Progress -- Implementation underway
- Implemented -- Deployed and operational
- Verified -- Effectiveness confirmed through testing
