Provides Spring Data Neo4j integration patterns for Spring Boot applications.

MITAuto-check: notesBackend & APIs

Install Spring Data Neo4j

skills CLI
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill spring-data-neo4j -a claude-code

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

GitHub CLI
$ gh skill install giuseppe-trisciuoglio/developer-kit spring-data-neo4j --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/spring-data-neo4j .claude/skills/spring-data-neo4j && 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
spring-data-neo4j
GitHub stars
357
Token cost
~3.4k tokens
SKILL.md length
823 words
Files
3 (incl. references)
Skills in repo
115
Repo updated
First seen
Licence
MIT

At a glance

Provides Spring Data Neo4j integration patterns for Spring Boot applications.

  • Works in 4 steps: Set Up Spring Data Neo4j → Define Node Entities → Create Repositories → …
  • You need to work with a graph database
  • SKILL.md covers Overview, When to Use, Instructions and Basic Entity Mapping, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Spring Data Neo4j is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides Spring Data Neo4j integration patterns for Spring Boot applications. Use when you need to work with a graph database, Neo4j nodes and relationships, Cypher queries, or Spring Data Neo4j. Creates node entities with @Node annotation, defines relationships with @Relationship, writes Cypher queries using @Query, configures imperative and reactive Neo4j repositories, implements graph traversal patterns, and sets up testing with embedded databases.

Its SKILL.md is about 3.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/examples.md` and `references/reference.md`).

It sits in Backend & APIs, covering Third-party API integration and Backend development. It works with Neo4j 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

  • You need to work with a graph database
  • Neo4j nodes and relationships
  • Spring Data Neo4j

Example prompts

  • “Use the spring-data-neo4j skill to provide Spring Data Neo4j integration patterns for Spring Boot applications”
  • “/spring-data-neo4j”

Requirements

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

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Set Up Spring Data Neo4j
  2. Define Node Entities
  3. Create Repositories
  4. Test Your Implementation

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, xml, groovy and properties).

    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.spring.io
    • neo4j.com

    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

Spring Data Neo4j loads about 3.4k tokens when it runs, and up to ~16k if it reads all its reference files. Until then it costs about 118 tokens; SKILL.md has 823 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~118
When it runs · the whole SKILL.md, loaded when a task matches
~3.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~16k

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). 823 words, ~3,401 tokens.

Download SKILL.mdSave it as .claude/skills/spring-data-neo4j/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
spring-data-neo4j
description
Provides Spring Data Neo4j integration patterns for Spring Boot applications. Use when you need to work with a graph database, Neo4j nodes and relationships, Cypher queries, or Spring Data Neo4j. Creates node entities with @Node annotation, defines relationships with @Relationship, writes Cypher queries using @Query, configures imperative and reactive Neo4j repositories, implements graph traversal patterns, and sets up testing with embedded databases.
allowed-tools
Read, Write, Edit, Bash, Glob, Grep

Spring Data Neo4j Integration Patterns

Overview

Provides Spring Data Neo4j integration patterns for Spring Boot applications. Covers node entity mapping with @Node and @Relationship, repository configuration (imperative and reactive), custom Cypher queries with @Query, and integration testing with embedded Neo4j databases.

When to Use

Use this skill when working with:

  • Graph databases and Neo4j integration in Spring Boot
  • Node entities, relationships, and Cypher queries
  • Spring Data Neo4j repositories (imperative or reactive)
  • Neo4j testing with embedded databases

Instructions

1. Set Up Spring Data Neo4j

Add the dependency:

Maven:

xml
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-data-neo4j</artifactId>
</dependency>

Gradle:

groovy
implementation 'org.springframework.boot:spring-boot-starter-data-neo4j'

Configure connection in application.properties:

properties
spring.neo4j.uri=bolt://localhost:7687
spring.neo4j.authentication.username=neo4j
spring.neo4j.authentication.password=secret

Configure Cypher-DSL dialect (recommended):

java
@Configuration
public class Neo4jConfig {
    @Bean
    Configuration cypherDslConfiguration() {
        return Configuration.newConfig()
            .withDialect(Dialect.NEO4J_5).build();
    }
}

Validation Checkpoint: Run MATCH (n) RETURN count(n) via cypher-shell to verify the connection works before proceeding.

2. Define Node Entities
  1. Use @Node annotation to mark entity classes
  2. Choose ID strategy:
    • Business key as @Id (immutable, natural identifier)
    • Generated @Id @GeneratedValue (Neo4j internal ID)
  3. Define relationships with @Relationship annotation
  4. Keep entities immutable with final fields
  5. Use @Property for custom property names

Validation Checkpoint: If entity save fails, check for constraint violations—duplicate IDs violate uniqueness constraints.

3. Create Repositories
  1. Extend repository interface:
    • Neo4jRepository<Entity, ID> for imperative operations
    • ReactiveNeo4jRepository<Entity, ID> for reactive operations
  2. Use query derivation for simple queries
  3. Apply @Query annotation for complex Cypher queries
  4. Use $paramName syntax for parameters

Validation Checkpoint: Test repository with findAll() first—if empty, verify the Neo4j instance is running and credentials are correct.

4. Test Your Implementation
  1. Use @DataNeo4jTest for repository testing with test slicing
  2. Set up Neo4j Harness with embedded database and fixtures
  3. Provide test data via withFixture() Cypher queries
  4. Clean up test data between tests

Validation Checkpoint: If tests fail with "Connection refused", ensure the embedded Neo4j started successfully in @BeforeAll.

Basic Entity Mapping

Node Entity with Business Key
java
@Node("Movie")
public class MovieEntity {

    @Id
    private final String title;  // Business key as ID

    @Property("tagline")
    private final String description;

    private final Integer year;

    @Relationship(type = "ACTED_IN", direction = Direction.INCOMING)
    private List<Roles> actorsAndRoles = new ArrayList<>();

    @Relationship(type = "DIRECTED", direction = Direction.INCOMING)
    private List<PersonEntity> directors = new ArrayList<>();

    public MovieEntity(String title, String description, Integer year) {
        this.title = title;
        this.description = description;
        this.year = year;
    }
}
Node Entity with Generated ID
java
@Node("Movie")
public class MovieEntity {

    @Id @GeneratedValue
    private Long id;

    private final String title;

    @Property("tagline")
    private final String description;

    public MovieEntity(String title, String description) {
        this.id = null;  // Never set manually
        this.title = title;
        this.description = description;
    }

    // Wither method for immutability with generated IDs
    public MovieEntity withId(Long id) {
        if (this.id != null && this.id.equals(id)) {
            return this;
        } else {
            MovieEntity newObject = new MovieEntity(this.title, this.description);
            newObject.id = id;
            return newObject;
        }
    }
}

Repository Patterns

Basic Repository Interface
java
@Repository
public interface MovieRepository extends Neo4jRepository<MovieEntity, String> {

    // Query derivation from method name
    MovieEntity findOneByTitle(String title);

    List<MovieEntity> findAllByYear(Integer year);

    List<MovieEntity> findByYearBetween(Integer startYear, Integer endYear);
}
Reactive Repository
java
@Repository
public interface MovieRepository extends ReactiveNeo4jRepository<MovieEntity, String> {

    Mono<MovieEntity> findOneByTitle(String title);

    Flux<MovieEntity> findAllByYear(Integer year);
}

Imperative vs Reactive:

  • Use Neo4jRepository for blocking, imperative operations
  • Use ReactiveNeo4jRepository for non-blocking, reactive operations
  • Do not mix imperative and reactive in the same application
  • Reactive requires Neo4j 4+ on the database side

Custom Queries with @Query

java
@Repository
public interface AuthorRepository extends Neo4jRepository<Author, Long> {

    @Query("MATCH (b:Book)-[:WRITTEN_BY]->(a:Author) " +
           "WHERE a.name = $name AND b.year > $year " +
           "RETURN b")
    List<Book> findBooksAfterYear(@Param("name") String name,
                                   @Param("year") Integer year);

    @Query("MATCH (b:Book)-[:WRITTEN_BY]->(a:Author) " +
           "WHERE a.name = $name " +
           "RETURN b ORDER BY b.year DESC")
    List<Book> findBooksByAuthorOrderByYearDesc(@Param("name") String name);
}

Custom Query Best Practices:

  • Use $parameterName for parameter placeholders
  • Use @Param annotation when parameter name differs from method parameter
  • MATCH specifies node patterns and relationships
  • WHERE filters results
  • RETURN defines what to return

Testing Strategies

Neo4j Harness for Integration Testing

Test Configuration:

java
@DataNeo4jTest
class BookRepositoryIntegrationTest {

    private static Neo4j embeddedServer;

    @BeforeAll
    static void initializeNeo4j() {
        embeddedServer = Neo4jBuilders.newInProcessBuilder()
            .withDisabledServer()  // No HTTP access needed
            .withFixture(
                "CREATE (b:Book {isbn: '978-0547928210', " +
                "name: 'The Fellowship of the Ring', year: 1954})" +
                "-[:WRITTEN_BY]->(a:Author {id: 1, name: 'J. R. R. Tolkien'}) " +
                "CREATE (b2:Book {isbn: '978-0547928203', " +
                "name: 'The Two Towers', year: 1956})" +
                "-[:WRITTEN_BY]->(a)"
            )
            .build();
    }

    @AfterAll
    static void stopNeo4j() {
        embeddedServer.close();
    }

    @DynamicPropertySource
    static void neo4jProperties(DynamicPropertyRegistry registry) {
        registry.add("spring.neo4j.uri", embeddedServer::boltURI);
        registry.add("spring.neo4j.authentication.username", () -> "neo4j");
        registry.add("spring.neo4j.authentication.password", () -> "null");
    }

    @Autowired
    private BookRepository bookRepository;

    @Test
    void givenBookExists_whenFindOneByTitle_thenBookIsReturned() {
        Book book = bookRepository.findOneByTitle("The Fellowship of the Ring");
        assertThat(book.getIsbn()).isEqualTo("978-0547928210");
    }
}

Examples

Example 1: Saving and Retrieving Entities

Input:

java
MovieEntity movie = new MovieEntity("The Matrix", "Welcome to the Real World", 1999);
movieRepository.save(movie);

MovieEntity found = movieRepository.findOneByTitle("The Matrix");

Output:

java
MovieEntity{
    title="The Matrix",
    description="Welcome to the Real World",
    year=1999,
    actorsAndRoles=[],
    directors=[]
}
Example 2: Custom Cypher Query

Input:

java
List<Book> books = authorRepository.findBooksAfterYear("J.R.R. Tolkien", 1950);

Output:

java
[
    Book{isbn="978-0547928210", name="The Fellowship of the Ring", year=1954},
    Book{isbn="978-0547928203", name="The Two Towers", year=1956},
    Book{isbn="978-0547928227", name="The Return of the King", year=1957}
]
Example 3: Relationship Traversal

Input:

java
@Query("MATCH (m:Movie)<-[:ACTED_IN]-(a:Person) " +
       "WHERE m.title = $title RETURN a.name as actorName")
List<String> findActorsByMovieTitle(@Param("title") String title);

List<String> actors = movieRepository.findActorsByMovieTitle("The Matrix");

Output:

java
["Keanu Reeves", "Laurence Fishburne", "Carrie-Anne Moss", "Hugo Weaving"]

Progress from basic to advanced examples covering complete movie database, social network patterns, e-commerce product catalogs, custom queries, and reactive operations.

See examples for comprehensive code examples.

Best Practices

Entity Design
  • Use immutable entities with final fields
  • Choose between business keys (@Id) or generated IDs (@Id @GeneratedValue)
  • Keep entities focused on graph structure, not business logic
  • Use proper relationship directions (INCOMING, OUTGOING, UNDIRECTED)
Repository Design
  • Extend Neo4jRepository for imperative or ReactiveNeo4jRepository for reactive
  • Use query derivation for simple queries
  • Write custom @Query for complex graph patterns
  • Don't mix imperative and reactive in same application
Show full SKILL.md (323 more words)Show less
Configuration
  • Always configure Cypher-DSL dialect explicitly
  • Use environment-specific properties for credentials
  • Never hardcode credentials in source code
  • Configure connection pooling based on load
Testing
  • Use Neo4j Harness for integration tests
  • Provide test data via withFixture() Cypher queries
  • Use @DataNeo4jTest for test slicing
  • Test both successful and edge-case scenarios
Architecture
  • Use constructor injection exclusively
  • Separate domain entities from DTOs
  • Follow feature-based package structure
  • Keep domain layer framework-agnostic
Security
  • Use Spring Boot property overrides for credentials
  • Configure proper authentication and authorization
  • Validate input parameters in service layer
  • Use parameterized queries to prevent Cypher injection

Constraints and Warnings

  • Do not mix imperative and reactive repositories in the same application.
  • Neo4j transactions are required for write operations; ensure @Transactional is properly configured.
  • Be cautious with deep relationship traversal as it can cause performance issues.
  • Large result sets should be paginated to avoid memory problems.
  • Cypher queries are case-sensitive; ensure consistent casing in property names.
  • Immutable entities require proper wither methods for generated IDs.
  • Relationships in Spring Data Neo4j are not lazy-loaded by default; consider projection for large graphs.
  • The Neo4j Java driver is not compatible with reactive streams; use the reactive driver for reactive operations.

Troubleshooting

ProblemCauseSolution
Connection refused on localhost:7687Neo4j server not runningStart Neo4j or use embedded Neo4j for tests
Authentication failedWrong credentialsCheck spring.neo4j.authentication.username/password
Entity not saved / MATCH returns nothingTransaction not committedAdd @Transactional or verify auto-commit settings
ConstraintViolationException on saveDuplicate @Id valueEnsure IDs are unique or use @GeneratedValue
Relationships missing in resultsWrong @Relationship directionCheck Direction.INCOMING/OUTGOING/UNDIRECTED
@Query returns wrong dataCypher parameter syntaxUse $paramName not $ {paramName}
Test fails with @DataNeo4jTestEmbedded Neo4j not startedEnsure @BeforeAll starts Neo4j before tests

References

For detailed documentation including complete API reference, Cypher query patterns, and configuration options:

External Resources

© 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 2 other files (references) in plugins/developer-kit-java/skills/spring-data-neo4j of giuseppe-trisciuoglio/developer-kit.

  • SKILL.md
  • references/examples.md
  • references/reference.md

Open the folder on GitHubat commit fe73fb3

Compare with similar skills

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Categories

Questions about Spring Data Neo4j

What does Spring Data Neo4j do?

Provides Spring Data Neo4j integration patterns for Spring Boot applications. Spring Data Neo4j is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides Spring Data Neo4j integration patterns for Spring Boot applications.

When should I use Spring Data Neo4j?

Spring Data Neo4j fits situations like: you need to work with a graph database; neo4j nodes and relationships; spring Data Neo4j.

How do I install Spring Data Neo4j in Claude Code?

Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill spring-data-neo4j -a claude-code`. Or copy the skill folder (plugins/developer-kit-java/skills/spring-data-neo4j in giuseppe-trisciuoglio/developer-kit) into .claude/skills/spring-data-neo4j in your project. Claude Code loads it when a task matches its description.

How do I install Spring Data Neo4j in Codex?

Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill spring-data-neo4j -a codex`. Or copy the skill folder (plugins/developer-kit-java/skills/spring-data-neo4j in giuseppe-trisciuoglio/developer-kit) into .agents/skills/spring-data-neo4j in your project. Codex loads it when a task matches its description.

Can I use Spring Data Neo4j 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 spring-data-neo4j -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/spring-data-neo4j, .gemini/skills/spring-data-neo4j, .github/skills/spring-data-neo4j and .opencode/skills/spring-data-neo4j in your project.

What does Spring Data Neo4j need to run?

SKILL.md names no scripts, command-line tools or credentials: Spring Data Neo4j is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Glob, Grep.

Does Spring Data Neo4j access the network?

SKILL.md names 2 domains. As links in the text: docs.spring.io and neo4j.com. This is read from the text; nothing was executed.

Is Spring Data Neo4j 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 Spring Data Neo4j use?

Spring Data Neo4j 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 Spring Data Neo4j use?

About 3.4k tokens (SKILL.md is roughly 14k 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 12k tokens, read only when the agent opens those files.

What are the alternatives to Spring Data Neo4j?

Skills that share tags, products or a category with Spring Data Neo4j: WxJava Integration Guide (binarywang/WxJava, 33k stars), PayRam Checkout Integration (PayRam/payram-mcp, 158 stars), Neo4j Spring Data Skill (neo4j-contrib/neo4j-skills, 114 stars) and Wiremock (aehrc/pathling, 137 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Spring Data Neo4j?

giuseppe-trisciuoglio (a GitHub user) maintains it in giuseppe-trisciuoglio/developer-kit, which has 357 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.