Backend

Generate and edit images using the Gemini API (Nano Banana Pro). Use this skill when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating stickers, product mockups, or any image generation/manipulation task. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.

Next.js 15 App Router patterns for this project. Use when creating routes, API endpoints, server components, or client components.

Systematic approach to diagnose and resolve backend service issues including dependency conflicts, database schema mismatches, import errors, and middleware configuration problems in FastAPI applications.

Standard patterns for using Better Auth in Next.js 16+ App Router projects, including server and client integration, JWT plugin usage, and attaching tokens to backend API calls in a reusable way.

WHEN: Flask project review, Blueprint structure, extensions, request handlingWHAT: Blueprint organization + Extension patterns + Request/response handling + Configuration + TestingWHEN NOT: FastAPI → fastapi-reviewer, Django → django-reviewer, General Python → python-reviewer

Senior Backend Code Reviewer with 12+ years Java experience. Use when reviewing Java/Spring code, checking code quality and style, identifying code smells and anti-patterns, verifying security practices, ensuring test coverage, or configuring static analysis tools (Checkstyle, SpotBugs, SonarQube).

Comprehensive Tailscale VPN setup, configuration, and management for mesh networking, secure access, and zero-trust infrastructure. Covers installation, CLI commands, subnet routers, exit nodes, Tailscale SSH, ACL/grants configuration, MagicDNS, Tailscale Serve/Funnel, API automation, and production deployment best practices.

Propose structured interpretations of underspecified requests. Use when a user's request is vague or incomplete but reasonable assumptions can be made. Rapidly prototypes intent by restating, structuring, and committing to a next action.

Process vehicle insurance Excel data using Pandas - file handling, data cleaning, merging, validation. Use when processing Excel/CSV files, handling data imports, implementing business rules (negative premiums, zero commissions), debugging data pipelines, or optimizing Pandas performance. Keywords: data_processor.py, Excel, CSV, Pandas, merge, deduplication, date normalization.

Rust/WASM backend in api-rust/. High-performance alternative using workers-rs, utoipa for OpenAPI, and Supabase REST API. Port 9999 for local dev. 10-100x faster than Python.

RESTful API design principles, patterns, and best practices. Use when building backend APIs. (project)

Force honest confidence assessment before claiming conclusions. Triggers on 'root cause identified', 'problem identified', 'complete clarity'. Express confidence as percentage, explain what's stopping 100%, validate assumptions before presenting.

Diagnose and solve common beginner programming mistakes in Flask or Sinatra development with detailed explanations

Systematic refactoring with small-step discipline. Use when user says 'refactor', 'clean up', 'restructure', 'extract', 'rename', 'simplify', or mentions code smells. Enforces one change → test → commit cycle. For structural improvements, NOT style/formatting (use /lint). NOT for adding features or fixing bugs.

Install and configure OADP operator with DataProtectionApplication for backup and restore operations on OpenShift clusters.

Realtime bidirectional communications between Clojure server and ClojureScript client. Use when building apps where BOTH client and server use sente - NOT for connecting to third-party WebSocket APIs. Provides server push, realtime updates, and reliable async messaging with automatic WebSocket/Ajax fallback.

Build and implement Spring Boot 3 backend with Java 17 - REST APIs, JPA entities, services, repositories, security (JWT), and database migrations for Photo Map MVP. This skill should be used when creating, developing, or implementing *.java files, backend endpoints, business logic, database entities, DTOs, authentication, or API error handling. File types .java, .xml, .properties, .yml, .sql (project)

Create and manage database migrations for schema changes, ensuring zero-downtime deployments and data integrity. Use this skill when creating migration files, modifying database schemas, adding or altering tables/columns/indexes, or working with migration tools like Alembic, Flyway, Liquibase, or framework-specific migration systems (Django migrations, Rails migrations, Prisma migrations). Apply this skill when implementing reversible migrations with up/down methods, handling data migrations separately from schema changes, creating indexes on large tables, or planning backwards-compatible schema changes for high-availability systems. This skill ensures migrations are version-controlled, focused, safe to rollback, and compatible with CI/CD pipelines and zero-downtime deployment strategies.

Integrate OpenAI Agent SDK with Google Gemini backend into FastAPI service using the official Google Gemini API via OpenAI compatibility layer.

協助開發者進行程式開發，包含公司 API 設計規範指引和 Spring Boot 專案快速建立。用於：(1) 開發新的 API 端點時、(2) 規劃和設計 API 時、(3) 需要快速建立新的 Spring Boot 專案時、(4) Code Review 時驗證 API 是否符合公司規範時