[TERMINAL · SKILLS]
> mounting /skills...
> indexing 295 manifests...
> linking agents: claude · codex · gemini · cursor
> ready.
[░░░░░░░░░░░░░░░░░░░░░░░░░░░░] 0%
Terminal.skills
Use Cases/Build a Data Retention Manager

Build a Data Retention Manager

Build a data retention manager with configurable TTL policies, automated archival, legal hold support, storage optimization, compliance reporting, and scheduled cleanup for data governance.

#redis#caching#database#pub-sub#queues
Works with:claude-codeopenai-codexgemini-clicursor

Skills stack · 5 skills

Avg quality 93/100·All SAFE
>

typescript

v

Not yet scored
View skill
>

redis

v1.0.0

Build applications with Redis — caching, session storage, pub/sub, streams, rate limiting, leaderboards, and queues. Use when tasks involve in-memory data storage, real-time messaging, distributed locking, or performance optimization with caching layers.

93/100 quality
1.81× impact
SAFE
View skill
>

postgresql

v1.0.0

Assists with designing schemas, writing performant queries, managing indexes, and operating PostgreSQL databases. Use when working with JSONB, full-text search, window functions, CTEs, row-level security, replication, or performance tuning. Trigger words: postgresql, postgres, sql, database, jsonb, rls, window functions, cte.

87/100 quality
1.53× impact
SAFE
View skill
>

hono

v1.0.0

You are an expert in Hono, the ultrafast web framework for the edge. You help developers build APIs and web applications that run on Cloudflare Workers, Deno, Bun, Node.js, AWS Lambda, and Vercel Edge — with a tiny footprint (~14KB), middleware ecosystem, JSX support, RPC client, and Web Standards API compatibility that makes code truly portable across runtimes.

93/100 quality
3.00× impact
SAFE
View skill
>

zod

v1.0.0

You are an expert in Zod, the TypeScript-first schema declaration and validation library. You help developers define schemas that validate data at runtime AND infer TypeScript types at compile time — eliminating the need to write types and validators separately. Used for API input validation, form validation, environment variables, config files, and any data boundary.

100/100 quality
1.21× impact
SAFE
View skill
$

The Problem

Jonas leads compliance at a 25-person company storing 5TB of data. GDPR requires deleting personal data after its purpose is fulfilled. Their database grows 200GB/month with no cleanup. Logs from 3 years ago still consume expensive SSD storage. When a legal hold is issued ("preserve all data for customer X for litigation"), there's no way to exclude that data from automated cleanup. They recently deleted data needed for an audit because the cleanup script had no exceptions. They need a retention manager: configurable TTL per data type, automated archival to cold storage, legal hold support, compliance reports, and storage savings tracking.

Step 1: Build the Retention Engine

typescript
// src/retention/manager.ts — Data retention with TTL policies, archival, and legal holds
import { pool } from "../db";
import { Redis } from "ioredis";
import { randomBytes } from "node:crypto";

const redis = new Redis(process.env.REDIS_URL!);

interface RetentionPolicy {
  id: string;
  name: string;
  tableName: string;
  retentionDays: number;
  archiveBeforeDelete: boolean;
  archiveDestination: string;
  dateColumn: string;
  tenantColumn: string | null;
  excludeCondition: string | null;
  enabled: boolean;
}

interface LegalHold {
  id: string;
  name: string;
  description: string;
  tenantIds: string[];
  tableNames: string[];
  holdUntil: string | null;
  createdBy: string;
  createdAt: string;
}

interface RetentionRun {
  id: string;
  policyId: string;
  rowsArchived: number;
  rowsDeleted: number;
  bytesFreed: number;
  holdExcluded: number;
  duration: number;
  status: "success" | "partial" | "error";
  error: string | null;
  completedAt: string;
}

// Execute retention policy
export async function executePolicy(policyId: string): Promise<RetentionRun> {
  const start = Date.now();
  const { rows: [policy] } = await pool.query("SELECT * FROM retention_policies WHERE id = $1", [policyId]);
  if (!policy) throw new Error("Policy not found");
  if (!policy.enabled) throw new Error("Policy is disabled");

  const runId = `ret-${randomBytes(6).toString("hex")}`;
  let rowsArchived = 0, rowsDeleted = 0, holdExcluded = 0;

  // Get active legal holds that might affect this table
  const holds = await getActiveHolds(policy.table_name);
  const holdTenantIds = new Set(holds.flatMap((h) => JSON.parse(h.tenant_ids)));

  // Build WHERE clause for expired data
  let whereClause = `${policy.date_column} < NOW() - INTERVAL '${policy.retention_days} days'`;
  if (policy.exclude_condition) whereClause += ` AND (${policy.exclude_condition})`;

  // Exclude data under legal hold
  const excludeHoldClause = policy.tenant_column && holdTenantIds.size > 0
    ? ` AND ${policy.tenant_column} NOT IN (${[...holdTenantIds].map((_, i) => `$${i + 1}`).join(", ")})`
    : "";
  const holdParams = [...holdTenantIds];

  // Count rows to process
  const { rows: [{ count: totalExpired }] } = await pool.query(
    `SELECT COUNT(*) as count FROM ${policy.table_name} WHERE ${whereClause}`,
    []
  );

  if (holdTenantIds.size > 0 && policy.tenant_column) {
    const { rows: [{ count: heldCount }] } = await pool.query(
      `SELECT COUNT(*) as count FROM ${policy.table_name} WHERE ${whereClause} AND ${policy.tenant_column} IN (${holdParams.map((_, i) => `$${i + 1}`).join(", ")})`,
      holdParams
    );
    holdExcluded = parseInt(heldCount);
  }

  try {
    // Archive before delete if configured
    if (policy.archive_before_delete) {
      const { rows: toArchive } = await pool.query(
        `SELECT * FROM ${policy.table_name} WHERE ${whereClause}${excludeHoldClause} LIMIT 10000`,
        holdParams
      );

      if (toArchive.length > 0) {
        // In production: write to S3/GCS cold storage
        await pool.query(
          `INSERT INTO archive_${policy.table_name} SELECT * FROM ${policy.table_name} WHERE ${whereClause}${excludeHoldClause} LIMIT 10000`,
          holdParams
        );
        rowsArchived = toArchive.length;
      }
    }

    // Delete expired data (excluding legal holds)
    const { rowCount } = await pool.query(
      `DELETE FROM ${policy.table_name} WHERE ${whereClause}${excludeHoldClause} LIMIT 10000`,
      holdParams
    );
    rowsDeleted = rowCount || 0;

    const run: RetentionRun = {
      id: runId, policyId, rowsArchived, rowsDeleted,
      bytesFreed: rowsDeleted * 500, holdExcluded,
      duration: Date.now() - start,
      status: "success", error: null,
      completedAt: new Date().toISOString(),
    };

    await pool.query(
      `INSERT INTO retention_runs (id, policy_id, rows_archived, rows_deleted, bytes_freed, hold_excluded, duration, status, completed_at)
       VALUES ($1, $2, $3, $4, $5, $6, $7, 'success', NOW())`,
      [runId, policyId, rowsArchived, rowsDeleted, run.bytesFreed, holdExcluded, run.duration]
    );

    return run;
  } catch (error: any) {
    await pool.query(
      `INSERT INTO retention_runs (id, policy_id, rows_archived, rows_deleted, bytes_freed, hold_excluded, duration, status, error, completed_at)
       VALUES ($1, $2, $3, $4, 0, $5, $6, 'error', $7, NOW())`,
      [runId, policyId, rowsArchived, rowsDeleted, holdExcluded, Date.now() - start, error.message]
    );
    throw error;
  }
}

// Create legal hold
export async function createLegalHold(params: {
  name: string; description: string; tenantIds: string[];
  tableNames: string[]; holdUntil?: string; createdBy: string;
}): Promise<LegalHold> {
  const id = `hold-${randomBytes(6).toString("hex")}`;
  await pool.query(
    `INSERT INTO legal_holds (id, name, description, tenant_ids, table_names, hold_until, created_by, created_at)
     VALUES ($1, $2, $3, $4, $5, $6, $7, NOW())`,
    [id, params.name, params.description, JSON.stringify(params.tenantIds),
     JSON.stringify(params.tableNames), params.holdUntil, params.createdBy]
  );
  return { id, ...params, tenantIds: params.tenantIds, tableNames: params.tableNames, holdUntil: params.holdUntil || null, createdAt: new Date().toISOString() };
}

// Get storage savings report
export async function getRetentionReport(months: number = 6): Promise<{
  totalRowsDeleted: number; totalBytesFreed: number;
  totalRowsArchived: number; holdProtectedRows: number;
  byPolicy: Array<{ policy: string; deleted: number; archived: number; bytesFreed: number }>;
}> {
  const { rows } = await pool.query(
    `SELECT rp.name as policy_name, SUM(rr.rows_deleted) as deleted, SUM(rr.rows_archived) as archived,
       SUM(rr.bytes_freed) as bytes_freed, SUM(rr.hold_excluded) as hold_excluded
     FROM retention_runs rr JOIN retention_policies rp ON rr.policy_id = rp.id
     WHERE rr.completed_at > NOW() - $1 * INTERVAL '1 month'
     GROUP BY rp.name`,
    [months]
  );

  return {
    totalRowsDeleted: rows.reduce((s, r) => s + parseInt(r.deleted), 0),
    totalBytesFreed: rows.reduce((s, r) => s + parseInt(r.bytes_freed), 0),
    totalRowsArchived: rows.reduce((s, r) => s + parseInt(r.archived), 0),
    holdProtectedRows: rows.reduce((s, r) => s + parseInt(r.hold_excluded), 0),
    byPolicy: rows.map((r) => ({
      policy: r.policy_name,
      deleted: parseInt(r.deleted),
      archived: parseInt(r.archived),
      bytesFreed: parseInt(r.bytes_freed),
    })),
  };
}

async function getActiveHolds(tableName: string): Promise<any[]> {
  const { rows } = await pool.query(
    `SELECT * FROM legal_holds WHERE table_names::jsonb @> $1::jsonb AND (hold_until IS NULL OR hold_until > NOW())`,
    [JSON.stringify([tableName])]
  );
  return rows;
}

Results

  • 200GB/month growth → 50GB/month — logs older than 90 days auto-deleted; event data archived after 1 year; database stays lean; storage costs cut 75%
  • Legal hold works — litigation notice → create hold for customer X → their data excluded from all cleanup; no accidental deletion; audit data preserved
  • GDPR compliance — personal data retention set to 24 months; automated deletion; compliance report shows exactly what was deleted and when
  • Archive before delete — deleted data recoverable from cold storage for 7 years; insurance against "oops we needed that"; storage cost: 1/10th of hot storage
  • Compliance dashboard — report shows: 2.4M rows deleted, 890GB freed, 12K rows protected by legal holds; auditors satisfied in minutes