Agent skill · Audited from source

kotlin-backend-jpa-entity-mapping

skill · kotlin/kotlin-agent-skillsApache-2.0 licenceAudited 20 Oct 2026 · source 25b8117b6cd6

★ 1,089pushed 12 days agoversion 1.0.0
✓SAFEGrade B · 89/100 · 20 Oct 2026 · 25b8117
1,089repo stars · whole kotlin/kotlin-agent-skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 25b8117b6cd6 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Model Kotlin persistence code correctly for Spring Data JPA and Hibernate. Covers entity design, identity and equality, uniqueness constraints, relationships, fetch plans, and common ORM (Object-Relational Mapping)…

Ask an AI about this pageGChatGPTCClaudePPerplexityGeGeminiXGrok
More
Cite

Cite this page

ModelsAtlas. “kotlin-backend-jpa-entity-mapping (kotlin/kotlin-agent-skills)”. Retrieved 20 Oct 2026. https://modelsatlas.com/skills/kotlin/kotlin-backend-jpa-entity-mapping

Trust audit

Audit 0.4.1 · source read 20 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high1 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityWARN1
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (1)

Audit 0.4.1 · source sha 25b8117b6cd6 · 20 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisherkotlin GitHub organizationOwner of the repository this skill is read from
  • Source folderkotlin/kotlin-agent-skills/skills/kotlin-backend-jpa-entity-mappingThe exact folder we audited
  • LicenceApache-2.0As the repository states it
  • Commit pinned for this verdict25b8117b6cd6A new audit runs when the source changes
  • Repository statusNot archivedLast push 12 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Model Kotlin persistence code correctly for Spring Data JPA and Hibernate. Covers entity design, identity and equality, uniqueness constraints, relationships, fetch plans, and common ORM (Object-Relational Mapping)…

---
name: kotlin-backend-jpa-entity-mapping
description: >
  Model Kotlin persistence code correctly for Spring Data JPA and Hibernate.
  Covers entity design, identity and equality, uniqueness constraints,
  relationships, fetch plans, and common ORM (Object-Relational Mapping) traps 
  specific to Kotlin. Use when creating or reviewing JPA (Java Persistence API) 
  entities, diagnosing N+1 or LazyInitializationException, placing indexes and 
  uniqueness rules, or preventing Kotlin-specific bugs such as data class 
  entities and broken equals/hashCode.
license: Apache-2.0
metadata:
  author: JetBrains
  version: "1.0.0"
---

# JPA Entity Mapping for Kotlin

Kotlin's `data class` is natural for DTOs but dangerous for JPA entities. Hibernate relies on
identity semantics that `data class` breaks: `equals`/`hashCode` over all fields corrupts
`Set`/`Map` membership after state changes, and auto-generated `copy()` creates detached
duplicates of managed entities.

This skill teaches correct entity design, identity strategies, and uniqueness constraints
for Kotlin + Spring Data JPA projects.

## Entity Design Rules

- **Never use `data class` for JPA entities.** Use a regular `class`. Keep `data class` for DTOs.
- Keep transport DTOs and persistence entities separate unless the project clearly uses a shared model.
- Model required columns as non-null only when object construction and persistence lifecycle make it safe.
- Use `lateinit` only when the project already accepts that tradeoff and the lifecycle is safe.
- Verify `kotlin("plugin.jpa")` or equivalent no-arg support when JPA entities exist.
- Verify classes and members are compatible with proxying where needed.

## Identity and Equality

- Never accept all-field `equals`/`hashCode` generated by `data class` on an entity.
- Follow project conventions when they already define an identity strategy.
- If no convention exists, use ID-based equality with a stable `hashCode`.
- For DB-generated IDs, model the unsaved state with nullable `var id: Long? = null`
  and a `protected set`; do not use `0L` as a sentinel value.
- Be explicit about mutable fields and lazy associations when discussing equality.

### Broken: `data class` Entity

```kotlin
// WRONG: data class generates equals/hashCode from ALL fields,
// and the generated ID uses a 0 sentinel instead of null
data class Order(
    @Id @GeneratedValue val id: Long = 0,
    var status: String,
    var total: BigDecimal
)
// BUG: order.status = "SHIPPED"; set.contains(order) → false (hash changed)
// BUG: Hibernate proxy.equals(entity) → false (proxy has lazy fields uninitialized)
```

### Correct: Regular Class with ID-Based Identity

```kotlin
@Entity
@Table(name = "orders")
class Order(
    @Column(nullable = false)
    var status: String,

    @Column(nullable = false)
    var total: BigDecimal
) {
    @Id
    @GeneratedValue(strategy = GenerationType.IDENTITY)
    var id: Long? = null
        protected set

    override fun equals(other: Any?): Boolean {
        if (this === other) return true
        if (other !is Order) return false
        return id != null && id == other.id
    }

    override fun hashCode(): Int = javaClass.hashCode()

    // toString must NOT reference lazy collections
    override fun toString(): String = "Order(id=$id, status=$status)"
}
```

**Key rules:**
- `equals` compares by ID only — stable under dirty tracking and proxy unwrapping
- `hashCode` returns class-based constant — avoids `Set`/`Map` corruption after persist
- `toString` excludes lazy-loaded relations — prevents `LazyInitializationException`
- Constructor params are mutable entity fields; DB-generated `id` is nullable with a protected setter

## Uniqueness Constraints

When an API must be idempotent (e.g., "reserve stock for order X"), enforce uniqueness
at both layers: database constraint for correctness, application check for clean errors.

### Broken: No Duplicate Guard

```kotlin
@Service
class ReservationService(private val repo: ReservationRepository) {
    @Transactional
    fun createReservation(variantId: Long, orderId: String, qty: Int): Reservation {
        // BUG: no check — duplicates silently accumulate
        return repo.save(Reservation(variantId = variantId, orderId = orderId, quantity = qty))
    }
}
```

### Correct: Database Constraint + Application Guard

```kotlin
@Entity
@Table(
    name = "reservations",
    uniqueConstraints = [
        UniqueConstraint(columnNames = ["variant_id", "order_id"])
    ]
)
class Reservation(
    @Column(name = "variant_id", nullable = false)
    val variantId: Long,

    @Column(name = "order_id", nullable = false)
    val orderId: String,

    @Column(nullable = false)
    var quantity: Int
) {
    @Id @GeneratedValue(strategy = GenerationType.IDENTITY)
    var id: Long? = null
        protected set
}

interface ReservationRepository : JpaRepository<Reservation, Long> {
    fun findByVariantIdAndOrderId(variantId: Long, orderId: String): Reservation?
}

@Service
class ReservationService(private val repo: ReservationRepository) {
    @Transactional
    fun createReservation(variantId: Long, orderId: String, qty: Int): Reservation {
        repo.findByVariantIdAndOrderId(variantId, orderId)?.let {
            throw IllegalStateException(
                "Reservation already exists for variant=$variantId, order=$orderId"
            )
        }
        return repo.save(Reservation(variantId = variantId, orderId = orderId, quantity = qty))
    }
}
```

**Key rules:**
- Database constraint is mandatory — application checks alone have race conditions
- Application check provides clean error messages — without it, users get raw `DataIntegrityViolationException`
- Both layers together: application catches the common case, database catches the race
- Spring Data derives `findByXAndY` queries automatically

## Query and Fetch Rules

- Diagnose N+1 by looking at actual query count or SQL logs, not by guessing from annotations.
- Prefer targeted fetc

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 25b8117

Download folder ↗
git clone https://github.com/kotlin/kotlin-agent-skills
git -C kotlin-agent-skills checkout 25b8117b6cd6

The author documents no install command, so this uses the repository directly. Our verdict covers commit 25b8117b6cd6 only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 25b8117b6cd6

README badge

For maintainers · shows the latest audit

ModelsAtlas: SAFE BMODELSATLASSAFE · B
[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/kotlin/kotlin-backend-jpa-entity-mapping/badge.svg)](https://modelsatlas.com/skills/kotlin/kotlin-backend-jpa-entity-mapping/)

The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.

Add this badge to your README

[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/kotlin/kotlin-backend-jpa-entity-mapping/badge.svg)](https://modelsatlas.com/skills/kotlin/kotlin-backend-jpa-entity-mapping/)

Questions about kotlin-backend-jpa-entity-mapping

What does the kotlin-backend-jpa-entity-mapping skill do?
A collection of AI agent skills useful for projects using Kotlin language
Is kotlin-backend-jpa-entity-mapping safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can kotlin-backend-jpa-entity-mapping access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (25b8117b6cd6), read on 2026-10-20. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

Spotted something wrong? Report a correction · Methodology

Keep going in your AI

Opens with this page as the source. We add nothing else to the prompt.