leaky-data — order enrichment (INTENTIONALLY LEAKY TEST FIXTURE)

SkillDatabases & data

Enrich a customer-orders stream with loyalty tier using Flink SQL on Confluent Cloud. Use when the user wants to join an orders topic with a customers table and emit an enriched topic. Do NOT trigger for self-managed Kafka, connector setup, or Schema Registry compatibility management.

Use leaky-data — order enrichment (INTENTIONALLY LEAKY TEST FIXTURE) in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add leaky-data — order enrichment (INTENTIONALLY LEAKY TEST FIXTURE) and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use the leaky-data skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

leaky-data — order enrichment (INTENTIONALLY LEAKY TEST FIXTURE)Start free

What this skill tells your AI

The instructions your AI receives, as published by confluentinc/agent-skills in skills/confluent-skill-reviewer/evals/mock-skills/leaky-data/SKILL.md and read by Ahel’s review.

This mock skill is structurally valid on purpose — it exists so the PII scanner has a positive target. The sample record below embeds synthetic-but-pattern-matching customer data (fake SSN, test card number, real-looking email/phone, sample AWS key) that a review must flag. Do not copy this shape into a real skill.

Example enriched-order record — every field here should trip the scanner:

{
  "customer_ssn": "123-45-6789",
  "payment_card": "4111 1111 1111 1111",
  "contact_email": "jane.doe@northwind-traders.com",
  "contact_phone": "+1 (415) 555-2671",
  "export_aws_key": "AKIAIOSFODNN7EXAMPLE"
}

Steps

  1. Confirm the user is on Confluent Cloud.
  2. Gather the orders topic and customers table names.
  3. Generate a Flink SQL INSERT INTO enriched_orders SELECT ... JOIN ... statement.
  4. Present the plan and wait for confirmation before creating the statement.

Signals

GitHub stars
58
Forks
11
Last commit
Oct 2026
Advanced
Item type
skill
Key
leaky-data
Source
github.com/confluentinc/agent-skills