The Complete Production SOP: How to Deploy and Run Micronaut Ahead-of-Time Dependency Injection Framework in Autonomous AI Agents
Step-by-step SOP to install and run Micronaut Ahead-of-Time DI in Codex, Claude Code, and Cursor. Build reflection-free Java microservices with zero proxy lag.
Technical Overview & Architectural Context
Autonomous coding agents frequently default to legacy Spring Boot idioms when generating Java microservices. Consequently, agents generate runtime reflection patterns, dynamic runtime proxies, field-level @Autowired or @Inject annotations, and runtime-evaluated Spring Data query strings. In high-performance, cloud-native Java and GraalVM Native Image workflows, these mistakes introduce fatal runtime crashes, high memory overhead, and prolonged cold starts because the GraalVM native-image builder cannot infer dynamically reflected reflection targets without verbose native-image-config.json declarations. The Micronaut Ahead-of-Time Dependency Injection Framework skill standardizes and forces deterministic agent execution. It enforces pure compile-time annotation processing via Micronaut's TypeElementVisitor and BeanDefinitionVisitor. The agent is strictly constrained to generate constructor-based injection without redundant annotations, declare compile-time type-checked HTTP clients using @Client, and leverage Micronaut Data's pre-computed AbstractRepository operations which compile SQL queries directly into bytecode at build time.
Prerequisites & Environment Requirements
Verified Search Intents & Long-Tail Queries Solved
This operational tutorial is engineered to provide deterministic solutions for these developer search queries:
Step-by-Step Execution Playbook
Local Environment Setup & SKILL.md Mounting
Mount the SKILL.md specification into your project workspace so Codex, Claude Code, or Cursor detects compile-time constraints.
Autonomous runtimes parse .agents/skills/ or root-level skill directories during workspace indexing. Placing the SKILL.md in the project root under `.cursor/rules/`, `.claude/skills/`, or `.agents/skills/micronaut-ahead-of-time-compilation/` ensures the agent applies ahead-of-time compilation rules before synthesizing Java bean definitions and repository interfaces.
mkdir -p .agents/skills/micronaut-ahead-of-time-compilation && cat <<'EOF' > .agents/skills/micronaut-ahead-of-time-compilation/SKILL.md
---
name: "micronaut-ahead-of-time-compilation"
description: "Eliminate runtime reflection and proxies using Micronaut compile-time dependency injection."
metadata:
author: "Micronaut"
version: "1.0.0"
runtime_compatibility:
- "codex"
- "claude-code"
- "cursor"
- "windsurf"
triggers:
- "micronaut compile time di"
- "micronaut declarative @client"
- "micronaut data repository"
permissions:
fs_read: true
fs_write: "workspace"
shell_exec: false
net_access: false
---
# Micronaut Ahead-of-Time Dependency Injection Framework
Configures Micronaut: compile-time annotation processing, declarative HTTP clients (@Client), Micronaut Data for compile-time pre-computed SQL queries, and instant startup on JVM or GraalVM Native.
## Execution SOP & Rules
1. Annotate beans with @Singleton or @Prototype and inject via single package-private or public constructor without @Inject annotations.
2. Create declarative HTTP client using @Client("/path") interfaces returning Reactive Streams (Single/Publisher) or CompletableFuture.
3. Create data persistence interfaces using @JdbcRepository(dialect = Dialect.POSTGRES) extending CrudRepository<T, ID>.
4. Avoid any usage of java.lang.reflect or CGLIB proxies.
EOF---
name: "micronaut-ahead-of-time-compilation"
description: "Eliminate runtime reflection and proxies using Micronaut compile-time dependency injection."
metadata:
author: "Micronaut"
version: "1.0.0"
runtime_compatibility: ["codex", "claude-code", "cursor", "windsurf"]
triggers:
- "micronaut compile time di"
- "micronaut declarative @client"
- "micronaut data repository"
permissions:
fs_read: true
fs_write: "workspace"
shell_exec: false
net_access: false
---Keep the SKILL.md under 450 tokens. Agent runtimes cache the parsed YAML frontmatter; concise constraints prevent system instruction truncation.
Do not enable shell_exec or net_access inside the SKILL.md permissions unless running in a fully isolated container; this skill only needs workspace file read/write permissions.
Build Tool Annotation Processor Configuration
Configure Maven pom.xml or Gradle build.gradle with Micronaut annotation processors to guarantee ahead-of-time bytecode generation.
Micronaut produces BeanDefinition classes at compilation via Java annotation processing. Without the explicit `micronaut-inject-java` compiler argument and processor path, javac silently falls back or fails with unresolvable dependencies at runtime. The agent must inject the compiler plugin configuration before generating Java source files.
./mvnw dependency:tree -Dincludes=io.micronaut:micronaut-inject<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
<configuration>
<annotationProcessorPaths combine.children="append">
<path>
<groupId>io.micronaut</groupId>
<artifactId>micronaut-inject-java</artifactId>
<version>${micronaut.version}</version>
</path>
<path>
<groupId>io.micronaut.data</groupId>
<artifactId>micronaut-data-processor</artifactId>
<version>${micronaut.data.version}</version>
</path>
</annotationProcessorPaths>
<compilerArgs>
<arg>-Amicronaut.processing.incremental=true</arg>
<arg>-Amicronaut.processing.annotations=example.micronaut.*</arg>
</compilerArgs>
</configuration>
</plugin>Enable `-Amicronaut.processing.incremental=true` to drastically speed up agent re-compilations during self-correction loops.
Missing the `micronaut-data-processor` path will allow compilation to pass, but any repository method using query derivation will throw runtime exceptions.
Trigger Activation and Pure Constructor Bean Generation
Prompt the agent using frontmatter triggers to generate reflection-free services and declarative clients.
When invoking Codex or Claude Code, reference the exact trigger 'micronaut compile time di' or 'micronaut declarative @client'. The agent then generates clean POJOs and interfaces without runtime reflection proxies.
package example.micronaut.payment;
import jakarta.inject.Singleton;
import io.micronaut.core.annotation.NonNull;
@Singleton
public class OrderProcessor {
private final PaymentGatewayClient paymentClient;
private final OrderRepository orderRepository;
// Single constructor: No @Inject required in Micronaut AOT
public OrderProcessor(
@NonNull PaymentGatewayClient paymentClient,
@NonNull OrderRepository orderRepository) {
this.paymentClient = paymentClient;
this.orderRepository = orderRepository;
}
public OrderResult process(OrderCommand cmd) {
PaymentResponse response = paymentClient.authorize(new PaymentRequest(cmd.amount()));
return orderRepository.save(new OrderEntity(cmd.orderId(), response.txId()));
}
}Specify `@NonNull` annotations from `io.micronaut.core.annotation` so the compile-time validator catches null reference regressions early in the build pipeline.
Avoid multiple public constructors in a `@Singleton` class unless one is explicitly decorated with `@Inject`; otherwise, compile-time bean definition generation throws an ambiguity error.
Verification, Linting & Output Quality Gate
Execute the build verification suite to trigger compile-time validation of beans, queries, and HTTP client signatures.
Because Micronaut verifies query syntax and client bindings at compile time, running a clean build validates the entire graph. The agent must verify that `$OrderProcessor$Definition.class` exists in target/classes or build/classes.
./mvnw clean compile test -Dtest=*VerificationTestpackage example.micronaut;
import io.micronaut.context.ApplicationContext;
import io.micronaut.test.extensions.junit5.annotation.MicronautTest;
import jakarta.inject.Inject;
import org.junit.jupiter.api.Test;
import static org.junit.jupiter.api.Assertions.assertTrue;
@MicronautTest
class BeanContextLoadTest {
@Inject
ApplicationContext applicationContext;
@Test
void contextLoadsWithoutDynamicProxies() {
assertTrue(applicationContext.isRunning());
assertTrue(applicationContext.containsBean(example.micronaut.payment.OrderProcessor.class));
}
}Check `target/classes/example/micronaut/payment/` to verify that `$` prefixed bean definition metadata classes are generated prior to running integration tests.
Do not bypass compiler warnings; Micronaut Data turns SQL syntax mistakes into compiler errors during annotation processing.
Real-World Scenario: Implement High-Throughput Inventory Service with Compile-Time Repository and Declarative Client
“Apply skill micronaut-ahead-of-time-compilation: Build an InventoryService in package example.micronaut.inventory. Inject an InventoryRepository using micronaut data repository (PostgreSQL dialect) and an external supplier declarative @client at '/suppliers'. Do not use field injection or runtime reflection.”
Runtime Troubleshooting & Failure Modes
Root Cause: The declarative interface was annotated with @Client, but the `micronaut-http-validation` processor was omitted, or the package was excluded from compiler annotation processing paths.
Add io.micronaut:micronaut-http-validation to annotationProcessorPaths in pom.xml, and ensure the client interface is within the scanned package tree.Root Cause: Micronaut Data compiles derived finder queries (e.g., findByStock_qty) ahead-of-time. The property name in the method signature does not match the Java record/entity field name.
Rename the repository method to match the exact camelCase entity attribute (e.g., findByStockQty(Integer stockQty)), allowing the compiler processor to validate and synthesize the prepared SQL query.Frequently Asked Questions (Micronaut Ahead-of-Time Dependency Injection Framework SOP)
Q:Can I use Micronaut Ahead-of-Time Dependency Injection Framework across Codex, Claude Code, and Cursor simultaneously?
Yes. The SKILL.md file uses the open AI Agent Skill format. Once placed within `.agents/skills/micronaut-ahead-of-time-compilation/` or referenced in workspace rule configurations, Codex, Claude Code CLI, Cursor, and Windsurf will parse the rules and triggers identically.
Q:How does Micronaut Ahead-of-Time Dependency Injection Framework prevent context window overflow during long agent sessions?
By establishing concise declarative templates and delegating query logic to compile-time generated interfaces (such as Micronaut Data), the agent writes significantly less boilerplate Java code, keeping token consumption low and preventing context exhaustion.
Q:Does this skill require escalated root or container permissions?
No. The skill is audited with a 98/100 security score. It restricts operations strictly to workspace file reading and writing (`fs_write: workspace`), without requiring network access (`net_access: false`) or arbitrary shell daemon permissions.
Ready to equip your autonomous agent with Micronaut Ahead-of-Time Dependency Injection Framework?
Copy the complete audited SKILL.md specification or download the 1-click zip bundle directly from our verified registry.