| name | juicebox-data-handling |
| description | Implement Juicebox data privacy and handling.
Use when managing personal data, implementing GDPR compliance,
or handling sensitive candidate information.
Trigger with phrases like "juicebox data privacy", "juicebox GDPR",
"juicebox PII handling", "juicebox data compliance".
|
| allowed-tools | Read, Write, Edit, Bash(kubectl:*), Bash(curl:*) |
| version | 1.0.0 |
| license | MIT |
| author | Jeremy Longshore <jeremy@intentsolutions.io> |
Juicebox Data Handling
Overview
Implement compliant data handling practices for personal and candidate data from Juicebox.
Prerequisites
- Understanding of applicable privacy regulations (GDPR, CCPA)
- Data classification framework
- Legal/compliance team sign-off
Data Classification
| Category | Examples | Retention | Access |
|---|
| Public | Name, title, company | 1 year | All users |
| Contact | Email, phone | 90 days | Recruiters only |
| Sensitive | SSN, salary | 30 days | Admins only |
| Derived | Scores, notes | Permanent | Internal only |
Instructions
Step 1: Data Classification System
export enum DataCategory {
PUBLIC = 'public',
CONTACT = 'contact',
SENSITIVE = 'sensitive',
DERIVED = 'derived'
}
export const fieldClassification: Record<string, DataCategory> = {
name: DataCategory.PUBLIC,
title: DataCategory.PUBLIC,
company: DataCategory.PUBLIC,
location: DataCategory.PUBLIC,
linkedin_url: DataCategory.PUBLIC,
email: DataCategory.CONTACT,
phone: DataCategory.CONTACT,
personal_email: DataCategory.CONTACT,
salary: DataCategory.SENSITIVE,
compensation: DataCategory.SENSITIVE,
fit_score: DataCategory.DERIVED,
recruiter_notes: DataCategory.DERIVED
};
export function classifyData(data: Record<string, any>): Record<DataCategory, string[]> {
const classified: Record<DataCategory, string[]> = {
[DataCategory.PUBLIC]: [],
[DataCategory.CONTACT]: [],
[DataCategory.SENSITIVE]: [],
[DataCategory.DERIVED]: []
};
for (const field of Object.keys(data)) {
const category = fieldClassification[field] || DataCategory.DERIVED;
classified[category].push(field);
}
return classified;
}
Step 2: PII Handling
import crypto from 'crypto';
export class PIIHandler {
maskForLogging(profile: Profile): Record<string, any> {
return {
...profile,
email: this.maskEmail(profile.email),
phone: this.maskPhone(profile.phone),
personal_email: undefined
};
}
private maskEmail(email?: string): string | undefined {
if (!email) return undefined;
const [local, domain] = email.split('@');
return `${local[0]}***@${domain}`;
}
private maskPhone(phone?: string): string | undefined {
if (!phone) return undefined;
return `***-***-${phone.slice(-4)}`;
}
encrypt(data: string, key: Buffer): string {
const iv = crypto.randomBytes(16);
const cipher = crypto.createCipheriv('aes-256-gcm', key, iv);
let encrypted = cipher.update(data, 'utf8', 'base64');
encrypted += cipher.final('base64');
const tag = cipher.getAuthTag();
return `${iv.toString('base64')}:${tag.toString('base64')}:${encrypted}`;
}
decrypt(encrypted: string, key: Buffer): string {
const [ivB64, tagB64, data] = encrypted.split(':');
const iv = Buffer.from(ivB64, 'base64');
const tag = Buffer.from(tagB64, 'base64');
const decipher = crypto.createDecipheriv('aes-256-gcm', key, iv);
decipher.setAuthTag(tag);
let decrypted = decipher.update(data, 'base64', 'utf8');
decrypted += decipher.final('utf8');
return decrypted;
}
}
Step 3: Retention Policies
export class RetentionPolicy {
private policies: Record<DataCategory, number> = {
[DataCategory.PUBLIC]: 365,
[DataCategory.CONTACT]: 90,
[DataCategory.SENSITIVE]: 30,
[DataCategory.DERIVED]: -1
};
getRetentionDays(category: DataCategory): number {
return this.policies[category];
}
async enforceRetention(): Promise<RetentionReport> {
const report: RetentionReport = {
processed: 0,
deleted: 0,
errors: []
};
for (const [category, days] of Object.entries(this.policies)) {
if (days < 0) continue;
const cutoff = new Date();
cutoff.setDate(cutoff.getDate() - days);
const result = await this.deleteExpiredData(category as DataCategory, cutoff);
report.processed += result.processed;
report.deleted += result.deleted;
}
return report;
}
private async deleteExpiredData(
category: DataCategory,
cutoff: Date
): Promise<{ processed: number; deleted: number }> {
return db.$transaction(async (tx) => {
const expired = await tx.profileData.findMany({
where: {
category,
createdAt: { lt: cutoff }
}
});
await tx.profileData.deleteMany({
where: {
id: { in: expired.map(e => e.id) }
}
});
return {
processed: expired.length,
deleted: expired.length
};
});
}
}
cron.schedule('0 2 * * *', async () => {
const policy = new RetentionPolicy();
const report = await policy.enforceRetention();
logger.info('Retention policy enforced', report);
});
Step 4: Data Subject Rights
export class DataRightsService {
async handleAccessRequest(subjectEmail: string): Promise<DataExport> {
const profiles = await db.profiles.findMany({
where: { email: subjectEmail }
});
const accessLogs = await db.accessLogs.findMany({
where: { profileEmail: subjectEmail }
});
return {
profiles,
accessLogs,
exportedAt: new Date(),
format: 'json'
};
}
async handleDeletionRequest(
subjectEmail: string,
requestId: string
): Promise<DeletionReport> {
const report: DeletionReport = {
requestId,
subjectEmail,
deletedRecords: 0,
status: 'completed',
completedAt: new Date()
};
await db.$transaction(async (tx) => {
const deleted = await tx.profiles.deleteMany({
where: { email: subjectEmail }
});
report.deletedRecords += deleted.count;
await cache.deleteByPattern(`*${subjectEmail}*`);
await tx.deletionLogs.create({
data: {
requestId,
subjectEmail,
deletedCount: report.deletedRecords,
completedAt: new Date()
}
});
});
await this.notifyDeletion(subjectEmail, requestId);
return report;
}
async handleRectificationRequest(
subjectEmail: string,
corrections: Record<string, any>
): Promise<void> {
await db.profiles.updateMany({
where: { email: subjectEmail },
data: corrections
});
await db.auditLogs.create({
data: {
type: 'rectification',
subjectEmail,
changes: corrections
}
});
}
}
Step 5: Access Logging
export function logDataAccess(req: Request, res: Response, next: NextFunction) {
const originalJson = res.json.bind(res);
res.json = (data: any) => {
if (data?.profiles || data?.profile) {
const profiles = data.profiles || [data.profile];
const profileIds = profiles.map((p: any) => p.id);
db.accessLogs.create({
data: {
userId: req.user?.id,
profileIds,
operation: req.method,
path: req.path,
timestamp: new Date(),
ip: req.ip,
userAgent: req.get('user-agent')
}
}).catch(console.error);
}
return originalJson(data);
};
next();
}
Compliance Checklist
## Data Handling Compliance
### GDPR Requirements
- [ ] Lawful basis for processing documented
- [ ] Privacy policy updated
- [ ] Data subject rights implemented
- [ ] Data breach notification process
- [ ] DPA with Juicebox executed
### CCPA Requirements
- [ ] "Do Not Sell" option implemented
- [ ] Consumer rights portal
- [ ] Opt-out mechanisms
- [ ] Annual training completed
### Security
- [ ] Encryption at rest
- [ ] Encryption in transit
- [ ] Access logging
- [ ] Regular audits
Output
- Data classification system
- PII handling utilities
- Retention policy enforcement
- Data subject rights handlers
Resources
Next Steps
After data handling, see juicebox-enterprise-rbac for access controls.