DataVault
AI 可以幻觉。数据处理不行。 AI can hallucinate. Data handling must not.
给 AI Agent 一套确定性 SOP。扫描、分类、PII 检测、本地硬门禁、链上指纹登记，被我设计成一条不会因为模型情绪波动而偏移的数据治理回路。 A deterministic SOP for AI agents. Scan, classify, detect PII, apply local hard gates, and register fingerprints on-chain through a governance loop that does not drift with model mood.
pip install odv 实时扫描 LIVE SCAN
标记为 HIGH 或 CRITICAL 的文件永远不会被注册上链。硬编码逻辑，不可覆盖。 Files flagged HIGH or CRITICAL are never registered on-chain. Hard-coded logic, not overridable.
数据管线PIPELINE
前三步本地执行 · 免费离线 · 注册需 --confirm First three steps local · free offline · register requires --confirm
> 深入阅读：四阶段管线：指纹、分类、隐私检测与链上注册 read further: Four-Stage Pipeline: Fingerprint, Classify, Privacy Check & On-Chain Register →合规对标 COMPLIANCE
GDPR
原始文件永远不离开本地。只有 SHA-256 哈希上链——满足数据最小化 (Art. 5) 和被遗忘权 (Art. 17) 要求。 Raw files never leave local. Only SHA-256 hashes go on-chain — satisfying data minimization (Art. 5) and right to erasure (Art. 17).
CCPA
PII 自动检测 + 硬门禁。信用卡号、API Key 永远不会通过 CHECK 阶段——消费者有权知道哪些个人数据被处理。 Auto PII detection + hard gates. Credit cards, API keys never pass the CHECK stage — consumers have the right to know which personal data is processed.
可审计性 Auditability
确定性流程——相同输入，相同输出。所有扫描结果可复现，所有决策可追溯。零 AI 幻觉参与数据治理。 Deterministic pipeline — same input, same output. All scan results reproducible, all decisions traceable. Zero AI hallucination in data governance.