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by EgonexAIegonex-ai/understand-anything85k stars
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Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships

Use this Skill: https://skilld.dev/gh/egonex-ai/understand-anything/understand

This session only. Nothing lands on disk.

languagesjava.md

≈616 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Java Language Prompt Snippet

Key Concepts

  • Generics (with Erasure): Parameterized types erased at runtime; compile-time safety only
  • Annotations: Metadata markers (@Override, @Autowired) processed at compile or runtime
  • Interfaces and Abstract Classes: Contracts with default methods (Java 8+) and partial implementations
  • Streams API: Functional-style pipeline operations on collections (filter, map, reduce)
  • Lambdas: Concise anonymous function syntax for functional interfaces
  • Sealed Classes: Restricted class hierarchies with explicit permitted subclasses (Java 17+)
  • Records: Immutable data carriers with auto-generated accessors, equals, hashCode (Java 16+)
  • Dependency Injection: IoC pattern central to Spring; constructor, field, or method injection
  • Checked vs Unchecked Exceptions: Checked must be declared or caught; unchecked extend RuntimeException
  • Optional: Container for nullable values encouraging explicit handling over null checks

Import Patterns

  • import package.Class — import a specific class
  • import package.* — wildcard import of all classes in a package
  • import static package.Class.method — static import for direct method/constant access

File Patterns

  • src/main/java/ — source root following Maven/Gradle standard layout
  • src/test/java/ — test source root with matching package structure
  • pom.xml — Maven project configuration and dependency management
  • build.gradle — Gradle build script (Groovy or Kotlin DSL)
  • Application.java — Spring Boot entry point with @SpringBootApplication

Common Frameworks

  • Spring Boot — Opinionated framework for production-ready Spring applications
  • Jakarta EE — Enterprise Java standards (formerly Java EE) for server-side development
  • Quarkus — Cloud-native framework optimized for GraalVM and containers
  • Micronaut — Compile-time DI framework for microservices and serverless
  • Hibernate — ORM framework implementing JPA specification

Example Language Notes

Uses @Autowired annotation for constructor injection, following Spring IoC container pattern. Constructor injection is preferred over field injection because it makes dependencies explicit and enables immutability.

The Maven standard directory layout (src/main/java, src/test/java) is a strong convention — most build tools and IDEs expect this structure by default.

Source: SKILL.md on GitHub

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  • Gen Agent Trust Hub19d

    This skill is a sophisticated codebase analysis tool used to generate interactive architectural knowledge graphs. It leverages a series of deterministic Node.js and Python scripts alongside AI sub-agents to perform tasks like file scanning, import resolution, and relationship mapping. The skill incorporates strong security practices by explicitly instructing its agents to treat project data (such as READMEs and manifests) as untrusted and ignore any prompt-like directives within them. All script behaviors, including shell command execution and local dependency builds, are consistent with its primary purpose and follow least-privilege principles.

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  • Snyk19d

    Risk: LOW · No issues

Signed by skilld at a84b3db. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 4 days ago.

Activeupdated 4 weeks ago
Other metadata
argument-hint
[
  "[path] [--full|--auto-update|--no-auto-update|--review|--language <lang>|--exclude <patterns>]"
]

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