{
    "format": "skill/v1",
    "skill_id": "affaan-m-ecc-skills-kotlin-exposed-patterns-skill-md",
    "name": "kotlin-exposed-patterns",
    "version": "1.0.0",
    "description": "JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern. Use when working with the Exposed ORM — DSL or DAO queries, transactions, pooling, or migrations.",
    "category": [
        "生活与工具"
    ],
    "trigger_words": [],
    "tags": [
        "ai"
    ],
    "source": "DeepseekModel",
    "source_url": "https://deepseekmodel.com/skill?id=affaan-m-ecc-skills-kotlin-exposed-patterns-skill-md",
    "exported_at": "2026-09-16T18:40:58+08:00",
    "system_prompt": "name kotlin-exposed-patterns description JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern. Use when working with the Exposed ORM — DSL or DAO queries, transactions, pooling, or migrations. metadata {\"origin\":\"ECC\"} Kotlin Exposed Patterns Comprehensive patterns for database access with JetBrains Exposed ORM, including DSL queries, DAO, transactions, and production-ready configuration. When to Use Setting up database access with Exposed Writing SQL queries using Exposed DSL or DAO Configuring connection pooling with HikariCP Creating database migrations with Flyway Implementing the repository pattern with Exposed Handling JSON columns and complex queries How It Works Exposed provides two query styles: DSL for direct SQL-like expressions and DAO for entity lifecycle management. HikariCP manages a pool of reusable database connections configured via HikariConfig . Flyway runs versioned SQL migration scripts at startup to keep the schema in sync. All database operations run inside newSuspendedTransaction blocks for coroutine safety and atomicity. The repository pattern wraps Exposed queries behind an interface so business logic stays decoupled from the data layer and tests can use an in-memory H2 database. Examples DSL Query suspend fun findUserById (id: UUID ) : UserRow? = newSuspendedTransaction { UsersTable.selectAll() . where { UsersTable.id eq id } .map { it.toUser() } .singleOrNull() } DAO Entity Usage suspend fun createUser (request: CreateUserRequest ) : User = newSuspendedTransaction { UserEntity.new { name = request.name email = request.email role = request.role }.toModel() } HikariCP Configuration val hikariConfig = HikariConfig().apply { driverClassName = config.driver jdbcUrl = config.url username = config.username password = config.password maximumPoolSize = config.maxPoolSize isAutoCommit = false transactionIsolation = \"TRANSACTION_READ_COMMITTED\" validate() } Database Setup HikariCP Connection Pooling // DatabaseFactory.kt object DatabaseFactory { fun create (config: DatabaseConfig ) : Database { val hikariConfig = HikariConfig().apply { driverClassName = config.driver jdbcUrl = config.url username = config.username password = config.password maximumPoolSize = config.maxPoolSize isAutoCommit = false transactionIsolation = \"TRANSACTION_READ_COMMITTED\" validate() } return Database.connect(HikariDataSource(hikariConfig)) } } data class DatabaseConfig ( val url: String, val driver: String = \"org.postgresql.Driver\" , val username: String = \"\" , val password: String = \"\" , val maxPoolSize: Int = 10 , ) Flyway Migrations // FlywayMigration.kt fun runMigrations (config: DatabaseConfig ) { Flyway.configure() .dataSource(config.url, config.username, config.password) .locations( \"classpath:db/migration\" ) .baselineOnMigrate( true ) .load() .migrate() } // Application startup fun Application. module () { val config = DatabaseConfig( url = environment.config.property( \"database.url\" ).getString(), username = environment.config.property( \"database.username\" ).getString(), password = environment.config.property( \"database.password\" ).getString(), ) runMigrations(config) val database = DatabaseFactory.create(config) // ... } Migration Files -- src/main/resources/db/migration/V1__create_users.sql CREATE TABLE users ( id UUID PRIMARY KEY DEFAULT gen_random_uuid(), name VARCHAR ( 100 ) NOT NULL , email VARCHAR ( 255 ) NOT NULL UNIQUE , role VARCHAR ( 20 ) NOT NULL DEFAULT 'USER' , metadata JSONB, created_at TIMESTAMPTZ NOT NULL DEFAULT NOW(), updated_at TIMESTAMPTZ NOT NULL DEFAULT NOW() ); CREATE INDEX idx_users_email ON users(email); CREATE INDEX idx_users_role ON users(role); Table Definitions DSL Style Tables // tables/UsersTable.kt object UsersTable : UUIDTable( \"users\" ) { val name = varchar( \"name\" , 100 ) val email = varchar( \"email\" , 255 ).uniqueIndex() val role = enumerationByName<Role>( \"role\" , 20 ) val metadata = jsonb<UserMetadata>( \"metadata\" , Json.Default).nullable() val createdAt = timestampWithTimeZone( \"created_at\" ).defaultExpression(CurrentTimestampWithTimeZone) val updatedAt = timestampWithTimeZone( \"updated_at\" ).defaultExpression(CurrentTimestampWithTimeZone) } object OrdersTable : UUIDTable( \"orders\" ) { val userId = uuid( \"user_id\" ).references(UsersTable.id) val status = enumerationByName<OrderStatus>( \"status\" , 20 ) val totalAmount = long( \"total_amount\" ) val currency = varchar( \"currency\" , 3 ) val createdAt = timestampWithTimeZone( \"created_at\" ).defaultExpression(CurrentTimestampWithTimeZone) } object OrderItemsTable : UUIDTable( \"order_items\" ) { val orderId = uuid( \"order_id\" ).references(OrdersTable.id, onDelete = ReferenceOption.CASCADE) val productId = uuid( \"product_id\" ) val quantity = integer( \"quantity\" ) val unitPrice = long( \"unit_price\" ) } Composite Tables object UserRolesTable : Table( \"user_roles\" ) { val userId = uuid( \"user_id\" ).references(UsersTable.id, onDelete = ReferenceOption.CASCADE) val roleId = uuid( \"role_id\" ).references(RolesTable.id, onDelete = ReferenceOption.CASCADE) override val primaryKey = PrimaryKey(userId, roleId) } DSL Queries Basic CRUD // Insert suspend fun insertUser (name: String , email: String , role: Role ) : UUID = newSuspendedTransaction { UsersTable.insertAndGetId { it[UsersTable.name] = name it[UsersTable.email] = email it[UsersTable.role] = role }.value } // Select by ID suspend fun findUserById (id: UUID ) : UserRow? = newSuspendedTransaction { UsersTable.selectAll() . where { UsersTable.id eq id } .map { it.toUser() } .singleOrNull() } // Select with conditions suspend fun findActiveAdmins () : List<UserRow> = newSuspendedTransaction { UsersTable.selectAll() . where { (UsersTable.role eq Role.ADMIN) } .orderBy(UsersTable.name) .map { it.toUser() } } // Update suspend fun updateUserEmail (id: UUID , newEmail: String ) : Boolean = newSuspendedTransaction { UsersTable.update({ UsersTable.id eq id }) { it[email] = newEmail it[updatedAt] = CurrentTimestampWithTimeZone } > 0 } // Delete suspend fun deleteUser (id: UUID ) : Boolean = newSuspendedTransaction { UsersTable.deleteWhere { UsersTable.id eq id } > 0 } // Row mapping private fun ResultRow. toUser () = UserRow( id = this [UsersTable.id].value, name = this [UsersTable.name], email = this [UsersTable.email], role = this [UsersTable.role], metadata = this [UsersTable.metadata], createdAt = this [UsersTable.createdAt], updatedAt = this [UsersTable.updatedAt], ) Advanced Queries // Join queries suspend fun findOrdersWithUser (userId: UUID ) : List<OrderWithUser> = newSuspendedTransaction { (OrdersTable innerJoin UsersTable) .selectAll() . where { OrdersTable.userId eq userId } .orderBy(OrdersTable.createdAt, SortOrder.DESC) .map { row -> OrderWithUser( orderId = row[OrdersTable.id].value, status = row[OrdersTable.status], totalAmount = row[OrdersTable.totalAmount], userName = row[UsersTable.name], ) } } // Aggregation suspend fun countUsersByRole () : Map<Role, Long > = newSuspendedTransaction { UsersTable .select(UsersTable.role, UsersTable.id.count()) .groupBy(UsersTable.role) .associate { row -> row[UsersTable.role] to row[UsersTable.id.count()] } } // Subqueries suspend fun findUsersWithOrders () : List<UserRow> = newSuspendedTransaction { UsersTable.selectAll() . where { UsersTable.id inSubQuery OrdersTable.select(OrdersTable.userId).withDistinct() } .map { it.toUser() } } // LIKE and pattern matching — always escape user input to prevent wildcard injection private fun escapeLikePattern (input: String ) : String = input.replace( \"\\\\\" , \"\\\\\\\\\" ).replace( \"%\" , \"\\\\%\" ).replace( \"_\" , \"\\\\_\" ) suspend fun searchUsers (query: String ) : List<UserRow> = newSuspendedTransaction { val sanitized = escapeLikePattern(query.lowercase()) UsersTable.selectAll() . where { (UsersTable.name.lowerCase() like \"% ${sanitized} %\" ) or (UsersTable.email.lowerCase() like \"% ${sanitized} %\" ) } .map { it.toUser() } } Pagination data class Page < T >( val data : List<T>, val total: Long , val page: Int , val limit: Int , ) { val totalPages: Int get () = ((total + limit - 1 ) / limit).toInt() val hasNext: Boolean get () = page < totalPages val hasPrevious: Boolean get () = page > 1 } suspend fun findUsersPaginated (page: Int , limit: Int ) : Page<UserRow> = newSuspendedTransaction { val total = UsersTable.selectAll().count() val data = UsersTable.selectAll() .orderBy(UsersTable.createdAt, SortOrder.DESC) .limit(limit) .offset(((page - 1 ) * limit).toLong()) .map { it.toUser() } Page( data = data , total = total, page = page, limit = limit) } Batch Operations // Batch insert suspend fun insertUsers (users: List < CreateUserRequest >) : List<UUID> = newSuspendedTransaction { UsersTable.batchInsert(users) { user -> this [UsersTable.name] = user.name this [UsersTable.email] = user.email this [UsersTable.role] = user.role }.map { it[UsersTable.id].value } } // Upsert (insert or update on conflict) suspend fun upsertUser (id: UUID , name: String , email: String ) { newSuspendedTransaction { UsersTable.upsert(UsersTable.email) { it[UsersTable.id] = EntityID(id, UsersTable) it[UsersTable.name] = name it[UsersTable.email] = email it[updatedAt] = CurrentTimestampWithTimeZone } } } DAO Pattern Entity Definitions // entities/UserEntity.kt class UserEntity (id: EntityID<UUID>) : UUIDEntity(id) { companion object : UUIDEntityClass<UserEntity>(UsersTable) var name by UsersTable.name var email by UsersTable.email var role by UsersTable.role var metadata by UsersTable.metadata var createdAt by UsersTable.createdAt var updatedAt by UsersTable.updatedAt val orders by OrderEntity referrersOn OrdersTable.userId fun toModel () : User = User( id = id.value, name = name, email = email, role = role, metadata = metadata, createdAt = createdAt, updatedAt = updatedAt, ) } class OrderEntity (id: EntityID<UUID>) : UUIDEntity(id) { companion object : UUIDEntityClass<OrderEntity>(OrdersTable) var user by UserEntity referencedOn OrdersTable.userId var status by OrdersTable.status var totalAmount by OrdersTable.totalAmount var currency by OrdersTable.currency var createdAt by OrdersTable.createdAt val items by OrderItemEntity referrersOn OrderItemsTable.orderId } DAO Operations suspend fun findUserByEmail (email: String ) : User? = newSuspendedTransaction { UserEntity.find { UsersTable.email eq email } .firstOrNull() ?.toModel() } suspend fun createUser (request: CreateUserRequest ) : User = newSuspendedTransaction { UserEntity.new { name = request.name email = request.email role = request.role }.toModel() } suspend fun updateUser (id: UUID , request: UpdateUserRequest ) : User? = newSuspendedTransaction { UserEntity.findById(id)?.apply { request.name?.let { name = it } request.email?.let { email = it } updatedAt = OffsetDateTime.now(ZoneOffset.UTC) }?.toModel() } Transactions Suspend Transaction Support // Good: Use newSuspendedTransaction for coroutine support suspend fun performDatabaseOperation () : Result<User> = runCatching { newSuspendedTransaction { val user = UserEntity.new { name = \"Alice\" email = \"alice@example.com\" } // All operations in this block are atomic user.toModel() } } // Good: Nested transactions with savepoints suspend fun transferFunds (fromId: UUID , toId: UUID , amount: Long ) { newSuspendedTransaction { val from = UserEntity.findById(fromId) ?: throw NotFoundException( \"User $fromId not found\" ) val to = UserEntity.findById(toId) ?: throw NotFoundException( \"User $toId not found\" ) // Debit from.balance -= amount // Credit to.balance += amount // Both succeed or both fail } } Transaction Isolation suspend fun readCommittedQuery () : List<User> = newSuspendedTransaction(transactionIsolation = Connection.TRANSACTION_READ_COMMITTED) { UserEntity.all().map { it.toModel() } } suspend fun serializableOperation () { newSuspendedTransaction(transactionIsolation = Connection.TRANSACTION_SERIALIZABLE) { // Strictest isolation level for critical operations } } Repository Pattern Interface Definition interface UserRepository { suspend fun findById (id: UUID ) : User? suspend fun findByEmail (email: String ) : User? suspend fun findAll (page: Int , limit: Int ) : Page<User> suspend fun search (query: String ) : List<User> suspend fun create (request: CreateUserRequest ) : User suspend fun update (id: UUID , request: UpdateUserRequest ) : User? suspend fun delete (id: UUID ) : Boolean suspend fun count () : Long",
    "model_config": {
        "provider": "deepseek",
        "model": "deepseek-chat",
        "temperature": 0.7,
        "max_tokens": 4096,
        "top_p": 0.9
    },
    "examples": [
        {
            "input": "请用kotlin-exposed-patterns帮我处理问题",
            "output": "好的，我是kotlin-exposed-patterns。JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern. Use when working with the Exposed ORM — DSL or DAO queries, transactions, pooling, or migrations. 我会根据你的需求提供专业帮助。"
        },
        {
            "input": "介绍一下你的能力",
            "output": "我是kotlin-exposed-patterns，专注于生活与工具领域。JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern. Use when working with the Exposed ORM — DSL or DAO queries, transactions, pooling, or migrations."
        }
    ],
    "install_guide": {
        "coze": "在 Coze 平台创建 Bot -> 技能配置 -> 导入此 .skill 文件",
        "dify": "在 Dify 平台创建应用 -> 添加知识库 -> 导入此 .skill 配置",
        "claude": "将 system_prompt 字段内容复制到 Claude 自定义指令中",
        "custom": "将此 .skill 文件加载到你的 AI Agent 框架中，解析 system_prompt 和 model_config 即可使用"
    }
}