Skill audit report

leaky-data Audit report.

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.

REVIEWED · REVIEWNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

WARN

56 GitHub stars

Stars/forks activity

WARN

56 stars, 10 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

2mo since push

License clarity

PASS

Apache-2.0

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

database surface

Install availability

PASS

npx skills add confluentinc/agent-skills --skill leaky-data

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

database access

Repository evidence

PASS

https://github.com/confluentinc/agent-skills/tree/main/skills/confluent-skill-reviewer/evals/mock-skills/leaky-data

Review status

WARN

AI review approval is missing

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 7 Needs review

Install path

PASS

npx skills add confluentinc/agent-skills --skill leaky-data

Repository

PASS

https://github.com/confluentinc/agent-skills/tree/main/skills/confluent-skill-reviewer/evals/mock-skills/leaky-data

License

PASS

Apache-2.0

Maintenance

PASS

2mo since push

AI review

CHECK

Review approval is missing

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

PASS

database surface

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

database access

Stars/forks activity

FIX

56 stars, 10 forks; issue activity unavailable in current metadata

Adoption

INFO

56 GitHub stars

Warnings

AI review approval is missing
Quality score needs review
GitHub adoption: 56 GitHub stars
Stars/forks activity: 56 stars, 10 forks; issue activity unavailable in current metadata
Review status: AI review approval is missing

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

Install path

Review the report before installing into production agents.

$ npx skills add confluentinc/agent-skills --skill leaky-data

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 74/100
Quality: 56/100
Trust: 75/100
Install safety: 92/100
Permission surface: 88/100
Maintenance: 2mo since push
Events: 12 events
GitHub stars: 56
Last push: Sep 3, 2026

Agent safety v2

58/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

AI review approval is missing
58/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

AI review approval is missing

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