getdipakkumar2008-coder

Diagnose and tune Hibernate ORM runtime behaviour in Java/Spring apps - persistence context and entity lifecycle, lazy vs eager loading, N+1 queries, fetch joins, entity graphs, projections, cascades and orphan removal, dirty checking and flush,…

Add AI/LLM capabilities to Java applications safely - model-provider abstraction (Spring AI ChatClient or a provider SDK), structured outputs with schema validation, tool calling and its authorization, retrieval-augmented generation, embeddings and vector…

Make and review software design and architecture decisions in Java codebases - SOLID and dependency direction, layered vs hexagonal (ports and adapters), package-by-feature vs by-layer, domain models and invariants, DDD where it pays off, modular monolith vs…

Review Java changes (a diff, branch, PR or files) for correctness, security, data integrity, concurrency, API compatibility, test adequacy, performance and maintainability, and judge release readiness against the repository's own standards. Covers Spring…

Core Java language and runtime guidance for writing or modifying plain Java code - records, sealed types, generics, collections, streams, exceptions, immutability, concurrency, virtual threads, CompletableFuture, java.time, I/O, JVM memory/GC, null handling…

Relational database engineering for Java applications - schema design, keys, constraints, indexes and normalization, SQL query design, transactions and isolation levels, connection pool sizing (HikariCP), migrations with Flyway/Liquibase and rollback…

Shared foundation workflow for any Java task in an existing repository (Spring Boot, web/REST, JPA/Hibernate, Android, libraries, multi-module builds). Use at the start of any Java implementation, bug fix, refactor, upgrade or review to discover the…

Diagnose and fix Java build failures, dependency conflicts, application startup and bean-wiring errors, security configuration failures, SQL/transaction/network/messaging failures and Android build problems, and plan or execute upgrades (Java versions, Spring…

Use for any authentication/authorization work - Spring Security 7 JWT resource server, OIDC issuer/audience/scope validation, client-credentials service tokens, gRPC JWT interceptors, Keycloak realm config, security headers. Implements security.md strictly.

Use when implementing or testing calls to the free Open-Meteo Geocoding and Forecast APIs (no API key) with Spring RestClient, including parameters, response shapes, timeouts, caching and test stubbing.

Use before closing a phase gate or when asked to analyze/verify the specs. Cross-checks constitution, spec, architecture, security, plan, tasks and code for contradictions, uncovered requirements and untraceable code (Spec Kit /analyze equivalent).

Use when starting, continuing or finishing any work in this repo. Enforces constitution -> spec -> architecture -> security -> plan -> tasks -> phased, test-first implementation with gates and traceability (Spec Kit workflow).

Use when creating or changing gRPC servers/clients, the proto contract, interceptors or status mapping in the Spring Boot 4 + Spring gRPC 1.0.x services (location-service, weather-service).

Project-specific .NET/Angular conventions for the Mars Rover Photo Downloader (layout, config, naming, error codes). Use when writing or reviewing any code here.

Checklist for reviewing AI-generated code in this project. Use before accepting any significant generated code.

Facts about the NASA photo sources (dead Mars Rover Photos API, working raw-image feed, earth-date to sol conversion). Use when implementing or testing photo providers.

How to keep Requirement -> Spec -> Plan -> Task -> Code -> Test -> Acceptance traceability in this repo.

MANDATORY for reviewing assertion strength, depth, and variety in existing tests. Invoke when the user asks whether individual assertions are weak, shallow, trivial, always true, self-referential, or diverse; asks which tests are assertion-free or rely only…

Guide for organizing MSBuild infrastructure with Directory.Build.props, Directory.Build.targets, Directory.Packages.props, and Directory.Build.rsp. USE FOR: structuring multi-project repos, centralizing build settings, implementing NuGet Central Package…

Recommend or run the exact `dotnet test` command. ALWAYS use when the user asks to run, filter, or troubleshoot .NET tests or wants the precise command, flags, or argument order — the right syntax depends on the test platform (VSTest vs…

Install a .NET SDK locally for safe preview testing, specific-version pinning, or reproducible team setups — without modifying the system-wide installation. USE FOR: trying .NET previews safely, testing specific SDK versions, installing MAUI or other…

Resume phased implementation of this offline-runner game repo. Use when asked to "continue the game implementation", "do the next phase", "work through workflow.md", or when starting fresh work on this specific offline-game project and unsure what's already…

Guides implementation of the Markdown & Text File Editor per specification.md and Architecture.md — use when building, extending, or reviewing this project's features (file system adapters, autosave, Markdown rendering/sanitization, editor integration).…

Apply Section 508 and WCAG 2.1 AA accessibility standards when designing, implementing, or reviewing web UI, components, forms, media, and documents. Use this skill whenever building or auditing HTML/CSS/JS/framework components, writing content, or checking…