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Sreeram b5eb2e6041 feat: language-agnostic analysis with config-driven registry and framework detection

Replace the TypeScript/JavaScript-biased analysis pipeline with a truly
language-agnostic system. The core architecture was already language-neutral
(graph schema, dashboard, search) — the bias lived in agent prompts,
tree-sitter plugin, and language-lesson system.

Core changes:
- LanguageConfig + FrameworkConfig types with Zod validation
- LanguageRegistry (12 languages) and FrameworkRegistry (10 frameworks)
- Config-driven TreeSitterPlugin replacing hardcoded TS/JS grammars
- PluginRegistry now delegates to LanguageRegistry for extension mapping
- Language-lesson system uses config for display names and concepts

Prompt system:
- SKILL.md generalized: dynamic injection of language snippets and
  framework addendums instead of hardcoded if/else conditionals
- 12 language prompt snippets (languages/*.md) with concepts, patterns,
  frameworks per language
- 10 framework addendums (frameworks/*.md) with canonical file roles,
  edge patterns, architectural layers — Django/FastAPI/Flask preserved
  and split, plus React/Next.js/Express/Vue/Spring/Rails/Gin added
- Extended entry points, directory patterns, and test patterns across
  all 12 language ecosystems in base prompts

2026-03-23 12:35:09 +05:30

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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.

2.4 KiB Raw Blame History

Java Language Prompt Snippet

Key Concepts

Import Patterns

File Patterns

Common Frameworks

Example Language Notes

2.4 KiB

Raw Blame History