Agent skill

AWS SDK Java V2 Dynamodb

by giuseppe-trisciuoglio in giuseppe-trisciuoglio/developer-kit

Provides Amazon DynamoDB patterns using AWS SDK for Java 2.x.

MITAuto-check: notesDatabases

Install AWS SDK Java V2 Dynamodb

skills CLI
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-dynamodb -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-sdk-java-v2-dynamodb --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/developer-kit-java/skills/aws-sdk-java-v2-dynamodb .claude/skills/aws-sdk-java-v2-dynamodb && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
aws-sdk-java-v2-dynamodb
GitHub stars
356
Token cost
~3.3k tokens
SKILL.md length
421 words
Files
5 (incl. references)
Skills in repo
115
Repo updated
First seen
Licence
MIT

At a glance

Provides Amazon DynamoDB patterns using AWS SDK for Java 2.x.

  • Works in 6 steps: Add AWS SDK DynamoDB dependencies to… → Configure client setup (low-level or… → Define entity classes with @DynamoDbBean… → …
  • Performing CRUD operations on DynamoDB tables
  • SKILL.md covers Overview, When to Use, Instructions and Dependencies, plus 11 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

AWS SDK Java V2 Dynamodb is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides Amazon DynamoDB patterns using AWS SDK for Java 2.x. Use when creating, querying, scanning, or performing CRUD operations on DynamoDB tables, working with indexes, batch operations, transactions, or integrating with Spring Boot applications.

Its SKILL.md is about 3.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/advanced-operations.md`, `references/entity-mapping.md` and `references/spring-boot-integration.md`).

It sits in Databases, covering NoSQL databases and Backend development. It works with Amazon DynamoDB, Amazon Web Services, Java and Spring Boot. The repository describes itself as: Modular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI. The licence is MIT.

When your agent uses it

  • Performing CRUD operations on DynamoDB tables
  • Working with indexes
  • Batch operations
  • Integrating with Spring Boot applications

Example prompts

  • “Use the aws-sdk-java-v2-dynamodb skill to provide Amazon DynamoDB patterns using AWS SDK for Java 2.x”
  • “/aws-sdk-java-v2-dynamodb”

Requirements

  • Pre-approved tools (allowed-tools): Read, Write, Edit, Bash, Glob, Grep

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Add AWS SDK DynamoDB dependencies to pom.xml
  2. Configure client setup (low-level or Enhanced Client)
  3. Define entity classes with @DynamoDbBean annotations
  4. Perform operations using DynamoDbTable (CRUD, query, scan, batch, transactions)
  5. Handle partial failures with retry logic and exponential backoff
  6. Use repository pattern for Spring Boot integration

What it can do on your machine

Read from SKILL.md and the folder at commit fe73fb3. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Bash
    • Glob
    • Grep

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are java and xml).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • docs.aws.amazon.com
    • github.com
    • docs.localstack.cloud

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

AWS SDK Java V2 Dynamodb loads about 3.3k tokens when it runs, and up to ~11k if it reads all its reference files. Until then it costs about 69 tokens; SKILL.md has 421 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~3.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~11k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Write, Edit, Bash, Glob, Grep

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from giuseppe-trisciuoglio/developer-kit at commit fe73fb3, republished under its MIT licence (© giuseppe-trisciuoglio). 421 words, ~3,347 tokens.

Download SKILL.mdSave it as .claude/skills/aws-sdk-java-v2-dynamodb/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
aws-sdk-java-v2-dynamodb
description
Provides Amazon DynamoDB patterns using AWS SDK for Java 2.x. Use when creating, querying, scanning, or performing CRUD operations on DynamoDB tables, working with indexes, batch operations, transactions, or integrating with Spring Boot applications.
allowed-tools
Read, Write, Edit, Bash, Glob, Grep

AWS SDK for Java 2.x - Amazon DynamoDB

Overview

Provides DynamoDB patterns using AWS SDK for Java 2.x with Enhanced Client for type-safe CRUD, queries, batch operations, transactions, and Spring Boot integration.

When to Use

  • CRUD operations on DynamoDB items
  • Querying tables with sort keys or GSI
  • Batch operations for multiple items
  • Atomic transactions across tables
  • Spring Boot integration with DynamoDB

Instructions

  1. Add AWS SDK DynamoDB dependencies to pom.xml
  2. Configure client setup (low-level or Enhanced Client)
  3. Define entity classes with @DynamoDbBean annotations
  4. Perform operations using DynamoDbTable (CRUD, query, scan, batch, transactions)
  5. Handle partial failures with retry logic and exponential backoff
  6. Use repository pattern for Spring Boot integration

Dependencies

Add to pom.xml:

xml
<!-- Low-level DynamoDB client -->
<dependency>
    <groupId>software.amazon.awssdk</groupId>
    <artifactId>dynamodb</artifactId>
</dependency>

<!-- Enhanced client (recommended) -->
<dependency>
    <groupId>software.amazon.awssdk</groupId>
    <artifactId>dynamodb-enhanced</artifactId>
</dependency>

Client Setup

Low-Level Client
java
import software.amazon.awssdk.regions.Region;
import software.amazon.awssdk.services.dynamodb.DynamoDbClient;

DynamoDbClient dynamoDb = DynamoDbClient.builder()
    .region(Region.US_EAST_1)
    .build();
java
import software.amazon.awssdk.enhanced.dynamodb.DynamoDbEnhancedClient;

DynamoDbEnhancedClient enhancedClient = DynamoDbEnhancedClient.builder()
    .dynamoDbClient(dynamoDb)
    .build();

Entity Mapping

java
@DynamoDbBean
public class Customer {

    @DynamoDbPartitionKey
    private String customerId;

    @DynamoDbAttribute("customer_name")
    private String name;

    private String email;

    @DynamoDbSortKey
    private String orderId;

    // Getters and setters
}

For complex entity mapping with GSIs and custom converters, see Entity Mapping Reference.

CRUD Operations

Basic Operations
java
// Create or update item
DynamoDbTable<Customer> table = enhancedClient.table("Customers", TableSchema.fromBean(Customer.class));
table.putItem(customer);

// Get item
Customer result = table.getItem(Key.builder().partitionValue(customerId).build());

// Update item
return table.updateItem(customer);

// Delete item
table.deleteItem(Key.builder().partitionValue(customerId).build());
Composite Key Operations
java
// Get item with composite key
Order order = table.getItem(Key.builder()
    .partitionValue(customerId)
    .sortValue(orderId)
    .build());

Query Operations

Basic Query
java
import software.amazon.awssdk.enhanced.dynamodb.model.QueryConditional;

QueryConditional queryConditional = QueryConditional
    .keyEqualTo(Key.builder()
        .partitionValue(customerId)
        .build());

List<Order> orders = table.query(queryConditional).items().stream()
    .collect(Collectors.toList());
Advanced Query with Filters
java
import software.amazon.awssdk.enhanced.dynamodb.Expression;

Expression filter = Expression.builder()
    .expression("status = :pending")
    .putExpressionValue(":pending", AttributeValue.builder().s("PENDING").build())
    .build();

List<Order> pendingOrders = table.query(r -> r
    .queryConditional(queryConditional)
    .filterExpression(filter))
    .items().stream()
    .collect(Collectors.toList());

For detailed query patterns, see Advanced Operations Reference.

Scan Operations

Warning: Scan reads entire table and consumes read capacity for all items. Prefer Query operations with partition keys or GSIs whenever possible.

Validation before scan:

  • Confirm query with partition key is not feasible for your access pattern
  • Verify table has sufficient provisioned read capacity or use on-demand mode
  • Consider using pagination with limit() to control capacity consumption
java
// Scan all items
List<Customer> allCustomers = table.scan().items().stream()
    .collect(Collectors.toList());

// Scan with filter
Expression filter = Expression.builder()
    .expression("points >= :minPoints")
    .putExpressionValue(":minPoints", AttributeValue.builder().n("1000").build())
    .build();

List<Customer> vipCustomers = table.scan(r -> r.filterExpression(filter))
    .items().stream()
    .collect(Collectors.toList());

Batch Operations

Batch Get
java
import software.amazon.awssdk.enhanced.dynamodb.model.*;

List<Key> keys = customerIds.stream()
    .map(id -> Key.builder().partitionValue(id).build())
    .collect(Collectors.toList());

ReadBatch.Builder<Customer> batchBuilder = ReadBatch.builder(Customer.class)
    .mappedTableResource(table);

keys.forEach(batchBuilder::addGetItem);

BatchGetResultPageIterable result = enhancedClient.batchGetItem(r ->
    r.addReadBatch(batchBuilder.build()));

List<Customer> customers = result.resultsForTable(table).stream()
    .collect(Collectors.toList());
Batch Write with Error Handling
java
WriteBatch.Builder<Customer> batchBuilder = WriteBatch.builder(Customer.class)
    .mappedTableResource(table);

customers.forEach(batchBuilder::addPutItem);

BatchWriteItemEnhancedRequest request = BatchWriteItemEnhancedRequest.builder()
    .addWriteBatch(batchBuilder.build())
    .build();

BatchWriteResult result = enhancedClient.batchWriteItem(request);

// Validate: check for unprocessed items
if (!result.writeResponsesForTable(table).isEmpty()) {
    // Retry unprocessed items with exponential backoff
    Map<String, AttributeValue> unprocessed = result.writeResponsesForTable(table).get(0)
        .unprocessedAttributes();
    if (unprocessed != null && !unprocessed.isEmpty()) {
        enhancedClient.batchWriteItem(r -> r
            .addWriteBatch(WriteBatch.builder(Customer.class)
                .mappedTableResource(table)
                .addPutItemFromItem(unprocessed)
                .build()));
    }
}

Transactions

Transactional Write with Retry
java
public void placeOrderWithRetry(Order order, Customer customer, int maxRetries) {
    int attempt = 0;
    while (attempt < maxRetries) {
        try {
            enhancedClient.transactWriteItems(r -> r
                .addPutItem(customerTable, customer)
                .addPutItem(orderTable, order));
            return;
        } catch (TransactionCanceledException e) {
            if (e.cancellationReasons().stream()
                .anyMatch(r -> r.code().equals("TransactionCanceledException")
                    && r.message().contains("throughput"))) {
                attempt++;
                if (attempt < maxRetries) {
                    try { Thread.sleep((long) Math.pow(2, attempt) * 100); }
                    catch (InterruptedException ie) { Thread.currentThread().interrupt(); }
                }
            } else {
                throw e; // Non-retryable error
            }
        }
    }
}
Transactional Read
java
TransactGetItemsEnhancedRequest request = TransactGetItemsEnhancedRequest.builder()
    .addGetItem(customerTable, customerKey)
    .addGetItem(orderTable, orderKey)
    .build();

List<Document> results = enhancedClient.transactGetItems(request);

Spring Boot Integration

Configuration
java
@Configuration
public class DynamoDbConfiguration {

    @Bean
    public DynamoDbClient dynamoDbClient() {
        return DynamoDbClient.builder()
            .region(Region.US_EAST_1)
            .build();
    }

    @Bean
    public DynamoDbEnhancedClient dynamoDbEnhancedClient(DynamoDbClient dynamoDbClient) {
        return DynamoDbEnhancedClient.builder()
            .dynamoDbClient(dynamoDbClient)
            .build();
    }
}
Repository Pattern
java
@Repository
public class CustomerRepository {

    private final DynamoDbTable<Customer> customerTable;

    public CustomerRepository(DynamoDbEnhancedClient enhancedClient) {
        this.customerTable = enhancedClient.table("Customers", TableSchema.fromBean(Customer.class));
    }

    public void save(Customer customer) {
        customerTable.putItem(customer);
    }

    public Optional<Customer> findById(String customerId) {
        Key key = Key.builder().partitionValue(customerId).build();
        return Optional.ofNullable(customerTable.getItem(key));
    }
}

For comprehensive Spring Boot integration patterns, see Spring Boot Integration Reference.

Show full SKILL.md (168 more words)Show less

Testing

Unit Testing with Mocks
java
@ExtendWith(MockitoExtension.class)
class CustomerServiceTest {

    @Mock
    private DynamoDbClient dynamoDbClient;

    @Mock
    private DynamoDbEnhancedClient enhancedClient;

    @Mock
    private DynamoDbTable<Customer> customerTable;

    @InjectMocks
    private CustomerService customerService;

    @Test
    void saveCustomer_ShouldReturnSavedCustomer() {
        // Arrange
        when(enhancedClient.table(anyString(), any(TableSchema.class)))
            .thenReturn(customerTable);

        Customer customer = new Customer("123", "John Doe", "john@example.com");

        // Act
        Customer result = customerService.saveCustomer(customer);

        // Assert
        assertNotNull(result);
        verify(customerTable).putItem(customer);
    }
}
Integration Testing with LocalStack
java
@Testcontainers
@SpringBootTest
class DynamoDbIntegrationTest {

    @Container
    static LocalStackContainer localstack = new LocalStackContainer(
        DockerImageName.parse("localstack/localstack:3.0"))
        .withServices(LocalStackContainer.Service.DYNAMODB);

    @DynamicPropertySource
    static void configureProperties(DynamicPropertyRegistry registry) {
        registry.add("aws.endpoint",
            () -> localstack.getEndpointOverride(LocalStackContainer.Service.DYNAMODB).toString());
    }

    @Autowired
    private DynamoDbEnhancedClient enhancedClient;

    @Test
    void testCustomerCRUDOperations() {
        // Test implementation
    }
}

For detailed testing strategies, see Testing Strategies.

Best Practices

  • Use Enhanced Client: Type-safe operations with less boilerplate
  • Design partition keys for even distribution: Avoid hot partitions
  • Prefer queries over scans: Use GSIs for access patterns
  • Batch in chunks of 25/100: BatchGetItem limits to 100, BatchWriteItem to 25 per table
  • Handle partial failures: Implement retry with exponential backoff for ProvisionedThroughputExceeded
  • Use conditional writes: Prevent race conditions with attribute_not_exists(pk)

Examples

Complete CRUD Repository
java
@Repository
public class UserRepository {

    private final DynamoDbTable<User> userTable;

    public UserRepository(DynamoDbEnhancedClient enhancedClient) {
        this.userTable = enhancedClient.table("Users", TableSchema.fromBean(User.class));
    }

    public User save(User user) {
        userTable.putItem(user);
        return user;
    }

    public Optional<User> findById(String userId) {
        Key key = Key.builder().partitionValue(userId).build();
        return Optional.ofNullable(userTable.getItem(key));
    }

    public void deleteById(String userId) {
        userTable.deleteItem(Key.builder().partitionValue(userId).build());
    }
}
Conditional Write with Retry
java
public boolean createIfNotExists(User user) {
    PutItemEnhancedRequest<User> request = PutItemEnhancedRequest.builder(User.class)
        .item(user)
        .conditionExpression("attribute_not_exists(userId)")
        .build();

    try {
        userTable.putItemWithRequest(request);
        return true;
    } catch (ConditionalCheckFailedException e) {
        return false; // Item already exists
    }
}

Constraints and Warnings

  • Item Size Limit: DynamoDB items limited to 400KB
  • Partition Key Design: Poor design causes hot partitions
  • Batch Limits: BatchGetItem max 100, BatchWriteItem max 25 items per table
  • Transaction Costs: Transactions cost 2x read/write capacity units
  • Scan Operations: Scans consume large amounts of read capacity; use only when necessary

References

For detailed implementations, see the references folder:

© giuseppe-trisciuoglio, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (references) in plugins/developer-kit-java/skills/aws-sdk-java-v2-dynamodb of giuseppe-trisciuoglio/developer-kit.

  • SKILL.md
  • references/advanced-operations.md
  • references/entity-mapping.md
  • references/spring-boot-integration.md
  • references/testing-strategies.md

Open the folder on GitHubat commit fe73fb3

Compare with similar skills

AWS SDK Java V2 Dynamodb next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

AWS SDK Java V2 Dynamodb compared with similar skills
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AWS SDK Python Usageaws/agent-toolkit-for-aws2.8k1 repos~2.1kAutomated safety check: PassApache-2.0
AWSkid-sid/claude-spellbook190—~4.9kAutomated safety check: WarnMIT
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Questions about AWS SDK Java V2 Dynamodb

What does AWS SDK Java V2 Dynamodb do?

Provides Amazon DynamoDB patterns using AWS SDK for Java 2.x. AWS SDK Java V2 Dynamodb is an agent skill from giuseppe-trisciuoglio/developer-kit.x.

When should I use AWS SDK Java V2 Dynamodb?

AWS SDK Java V2 Dynamodb fits situations like: performing CRUD operations on DynamoDB tables; working with indexes; batch operations; integrating with Spring Boot applications.

How do I install AWS SDK Java V2 Dynamodb in Claude Code?

Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-dynamodb -a claude-code`. Or copy the skill folder (plugins/developer-kit-java/skills/aws-sdk-java-v2-dynamodb in giuseppe-trisciuoglio/developer-kit) into .claude/skills/aws-sdk-java-v2-dynamodb in your project. Claude Code loads it when a task matches its description.

How do I install AWS SDK Java V2 Dynamodb in Codex?

Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-dynamodb -a codex`. Or copy the skill folder (plugins/developer-kit-java/skills/aws-sdk-java-v2-dynamodb in giuseppe-trisciuoglio/developer-kit) into .agents/skills/aws-sdk-java-v2-dynamodb in your project. Codex loads it when a task matches its description.

Can I use AWS SDK Java V2 Dynamodb in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-dynamodb -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aws-sdk-java-v2-dynamodb, .gemini/skills/aws-sdk-java-v2-dynamodb, .github/skills/aws-sdk-java-v2-dynamodb and .opencode/skills/aws-sdk-java-v2-dynamodb in your project.

What does AWS SDK Java V2 Dynamodb need to run?

SKILL.md names no scripts, command-line tools or credentials: AWS SDK Java V2 Dynamodb is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Glob, Grep.

Does AWS SDK Java V2 Dynamodb access the network?

SKILL.md names 3 domains. As links in the text: docs.aws.amazon.com, github.com and docs.localstack.cloud. This is read from the text; nothing was executed.

Is AWS SDK Java V2 Dynamodb safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does AWS SDK Java V2 Dynamodb use?

AWS SDK Java V2 Dynamodb is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does AWS SDK Java V2 Dynamodb use?

About 3.3k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 7.7k tokens, read only when the agent opens those files.

What are the alternatives to AWS SDK Java V2 Dynamodb?

Skills that share tags, products or a category with AWS SDK Java V2 Dynamodb: Springboot Init Skill (jiushiwon/wg-skills, 114 stars), AWS SDK Python Usage (aws/agent-toolkit-for-aws, 2.8k stars), AWS (kid-sid/claude-spellbook, 190 stars) and 315 Frameworks Spring Mongodb (jabrena/plinth, 447 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains AWS SDK Java V2 Dynamodb?

giuseppe-trisciuoglio (a GitHub user) maintains it in giuseppe-trisciuoglio/developer-kit, which has 356 GitHub stars. The repository holds 115 skills in this directory. The repository was last updated on September 10, 2026.

Source: giuseppe-trisciuoglio/developer-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.