jspecify-skill

SkillAI & models

Use this skill when asked to perform any of the following actions in a Java project: - To add jspecify support - To prevent NullPointerExceptions - To better handle Nullability

Available today. Use it from your connected AI after setup.

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Then ask your AI: use the jspecify-skill skill

What this skill tells your AI

The instructions your AI receives, as published by sivaprasadreddy/sivalabs-agent-skills in skills/jspecify/SKILL.md and read by ahel’s review.

Jspecify provides a set of annotations to explicitly declare the nullness expectations of the Java code.

Add jSpecify support in Maven projects

If you are using Maven, then add the jspecify dependency in pom.xml. In pom.xml, update or add the nullability-maven-plugin, to include the following configuration.

<dependencies>
    <dependency>
        <groupId>org.jspecify</groupId>
        <artifactId>jspecify</artifactId>
        <version>1.0.0</version>
    </dependency>
</dependencies>

<build>
    <plugins>
        <plugin>
            <groupId>am.ik.maven</groupId>
            <artifactId>nullability-maven-plugin</artifactId>
            <version>0.4.2</version>
            <extensions>true</extensions>
            <configuration>
                <checking>tests</checking>
                <outputDirectory>${project.basedir}/src/main/java</outputDirectory>
                <testOutputDirectory>${project.basedir}/src/test/java</testOutputDirectory>
            </configuration>
            <executions>
                <execution>
                    <goals>
                        <goal>configure</goal>
                        <goal>generate-package-info</goal>
                    </goals>
                </execution>
            </executions>
        </plugin>
    </plugins>
</build>

Add jSpecify support in Gradle projects

If you are using Gradle, then add the jspecify dependency. In build.gradle or build.gradle.kts, update or add the following jspecify configuration.

plugins {
    id("net.ltgt.errorprone") version "5.1.0"
    id("net.ltgt.nullaway") version "3.1.0"
}

tasks.withType(JavaCompile).configureEach {
    options.errorprone {
        disableAllChecks = true // Other error prone checks are disabled
        error("RequireExplicitNullMarking") // Require @NullMarked or @NullUnmarked on everything
        nullaway {
            error()
        }
    }
    // Keep a JDK 25 baseline
    options.release = 25
}

nullaway {
    onlyNullMarked = true
    jspecifyMode = true
}

dependencies {
    implementation("org.jspecify:jspecify:1.0.0")
    errorprone("com.google.errorprone:error_prone_core:2.50.0")
    errorprone("com.uber.nullaway:nullaway:0.13.7")
}

Add @NullMarked to package-info.java files

In every java package under the application main source code (src/main/java), create package-info.java if not exists already, and add the @NullMarked annotation as follows:

@org.jspecify.annotations.NullMarked
package com.mycompnay.myproject;

If package-info.java file already exists, update the file to add @org.jspecify.annotations.NullMarked annotation. DO NOT REMOVE ANY OTHER EXISTING CODE IN package-info.java FILE.

Verify jSpecify support

If python is installed, after adding the jSpecify support, run scripts/verify_nullmarked.py to check if all non-empty packages has package-info.java file or not.

Migrating an existing codebase from other annotation libraries

If the project already uses another nullability annotation library (JSR-305 / javax, Jakarta, JetBrains, Spring, Android, FindBugs/SpotBugs, Checker Framework, or Eclipse JDT), migrate those annotations to JSpecify before adding @NullMarked. The OpenRewrite MigrateToJSpecify recipe automates the common cases (javax, Jakarta, JetBrains, Micrometer, Micronaut); the rest are a short manual mapping. See references/annotation-migration.md.

Incremental adoption for large codebases

Flipping every package to @NullMarked at once is impractical on a large or legacy codebase. @NullUnmarked lets you enforce NullAway on a growing perimeter while the rest stays untouched. Because the build above enables OnlyNullMarked mode, packages without @NullMarked are simply ignored — so adoption is driven purely by adding markers, one package at a time. Strategies, progress tracking, common NullAway errors, and redundant null-guard removal are in references/incremental-adoption.md.

Kotlin interop (optional)

If the project also has Kotlin sources, the Kotlin compiler (K2) reads JSpecify annotations on Java APIs and surfaces accurate nullability instead of platform types. See references/kotlin-interop.md.

Signals

GitHub stars
181
Forks
41
Last commit
Sep 2026

ahel review

  • K6low
    bundled executables the agent is told to run

Automated review, not a security audit. Ruleset v1+k2.

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skill
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jspecify-skill
Source
github.com/sivaprasadreddy/sivalabs-agent-skills