datagsm-server

Usage guide for the-sdk common library — HTTP request/response logging with UUID Log-ID, CommonApiResponse wrapping, ExpectedException handling, and Swagger auto-configuration.

Database schema design guide — table naming, column conventions, index strategy, and JPA entity mapping patterns.

Dockerfile and docker-compose authoring guide — multi-stage builds, layer caching, security best practices, and compose service wiring.

Database schema design guide — table naming, column conventions, index strategy, and JPA entity mapping patterns.

Conduct an in-depth structured interview with the user to uncover non-obvious requirements, tradeoffs, and constraints, then produce a detailed implementation spec file.

Conduct an in-depth structured interview with the user to uncover non-obvious requirements, tradeoffs, and constraints, then produce a detailed implementation spec file.

Create Git commits by splitting changes into logical units following project conventions. Handles Git Flow automatically — detects develop branch and checks out a feature branch before committing.

Generate PR title, body, and labels from commits since the base branch, then create the PR on GitHub. Handles base branch detection, label selection, and PR creation end-to-end.

Create Git commits by splitting changes into logical units following project conventions. Handles Git Flow automatically — detects develop branch and checks out a feature branch before committing.

Generate PR title, body, and labels from commits since the base branch, then create the PR on GitHub. Handles base branch detection, label selection, and PR creation end-to-end.

Collect PR review comments, critically assess each one against project conventions, auto-apply valid ones, post refutation replies for invalid ones, and prompt for partial ones.

Collect PR review comments, critically assess each one against project conventions, auto-apply valid ones, post refutation replies for invalid ones, and prompt for partial ones.

Run tests with coverage analysis and report results. Determines appropriate test scope (single test / module / all) based on context and analyzes failures in detail.

Run tests with coverage analysis and report results. Determines appropriate test scope (single test / module / all) based on context and analyzes failures in detail.

Kotest + MockK testing patterns for this project — Given/When/Then structure, mock creation, stubbing, argument capture, coroutine testing, and exception assertions. Reference when writing or reviewing test code.

Architecture reference for this project — Controller/Service/Repository layer responsibilities, @Transactional strategy (readOnly optimization, N+1 prevention), ExpectedException usage (no subclasses), and Entity↔DTO conversion patterns.

Guide for DB schema changes and Entity modifications — impact analysis, correct change order (Entity → DTO → Repository → Service → Tests), JPA DDL strategy, and 2-phase column deletion.

Verify security vulnerabilities — hardcoded secrets, SQL injection, JWT validation, API key masking, sensitive logging, and authorization checks. Run before merging any auth or API-related changes.

Architecture reference for this project — Controller/Service/Repository layer responsibilities, @Transactional strategy (readOnly optimization, N+1 prevention), ExpectedException usage (no subclasses), and Entity↔DTO conversion patterns.

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

REST API design guide for new endpoints — RESTful URL structure, query parameter binding rules (@RequestParam vs @ModelAttribute), OpenAPI annotations, and CommonApiResponse usage.

REST API design guide for new endpoints — RESTful URL structure, query parameter binding rules (@RequestParam vs @ModelAttribute), OpenAPI annotations, and CommonApiResponse usage.