Database
Database management and queries
pandera-validation
by majesticlabs-dev
DataFrame schema validation using pandera. Schema definitions, column checks, and decorator-based validation.
parquet-coder
by majesticlabs-dev
Columnar file patterns including partitioning, predicate pushdown, and schema evolution.
sql-patterns
by majesticlabs-dev
Advanced SQL patterns including window functions, CTEs, recursive queries, and optimization techniques.
dbt-coder
by majesticlabs-dev
dbt (data build tool) patterns for model organization, incremental strategies, and testing.
infra-security-review
by majesticlabs-dev
Security patterns and checklists for reviewing Infrastructure-as-Code. Covers Terraform/OpenTofu state, secrets, network, compute, database, and storage security.
spring-boot-verify
by joaquimscosta
Verify Spring Boot 4.x projects for correct dependencies, configuration, and migration readiness. Use when analyzing pom.xml, build.gradle, application.yml, discussing Spring Boot project setup, dependency versions, configuration validation, version compatibility, migration to Spring Boot 4, deprecated dependencies, or when user mentions "verify project", "check dependencies", "upgrade Spring Boot", "migration readiness", "Jackson 3", "@MockBean deprecated", or "Spring Security 7".
flyway-consolidate
by joaquimscosta
Analyze and consolidate Flyway SQL migrations into clean, domain-grouped CREATE TABLE migrations for pre-production projects. Use when consolidating database migrations, refactoring Flyway schemas, simplifying migration history, grouping tables by domain, or when user mentions "consolidate migrations", "merge migrations", "clean up Flyway", "refactor schema", "baseline migrations".
database-designer
by shining319
"Comprehensive database design tool creating complete schemas with tables, fields, indexes, and ER diagrams. Use when users request database design for any system. Generates Markdown docs, SQL scripts, and DrawDB-compatible JSON/DBML files. Supports MySQL, PostgreSQL, SQL Server. Triggers: database design, schema, ER diagram, SQL, data model. 全面的数据库设计工具，创建完整的数据库架构。触发词：数据库设计、数据库架构、ER图、SQL、数据模型、表设计。"
proofkit-fmodata
by proofgeist
Type-safe FileMaker OData client with Drizzle-inspired ORM and TypeScript code generation. Use when working with FileMaker databases in TypeScript projects, querying FM data, defining typed schemas, generating types from FM layouts, or troubleshooting fmodata/typegen issues. Triggers on FileMaker + TypeScript integration tasks.
rails-ai:models
by zerobearing2
Use when designing Rails models - ActiveRecord patterns, validations, callbacks, scopes, associations, concerns, query objects, form objects
rails-ai:jobs
by zerobearing2
Use when setting up background jobs, caching, or WebSockets - SolidQueue, SolidCache, SolidCable (TEAM RULE #1 - NEVER Sidekiq/Redis)
compound-docs
by salavender
Document solved problems for knowledge persistence
fixture-generator
by masanao-ohba
Generates CakePHP test fixtures from migration files, ensuring schema consistency and following project conventions including Configure::read usage
ash-framework
by huddlz-hq
"Use when working with Ash Framework or any extension (AshPostgres, AshPhoenix, AshGraphql, AshJsonApi, AshOban, AshAuthentication)."
pglr
by progremir
Secure PostgreSQL CLI for AI agents. Query databases, list tables, describe schemas without handling credentials. Use when tasks involve database queries, data exploration, or schema inspection.
arch-guard
by knowlet
進行代碼重構或新增模組時觸發。確保程式碼符合 Clean Architecture + DDD + CQRS 的層次關係，防止架構腐化。
spring-boot-basics
by pluginagentmarketplace
Comprehensive guide to Spring Boot fundamentals - auto-configuration, starters, properties, and profiles
移动开发域 · Mobile Development
by telagod
☠️ 一键为 Claude Code / Codex CLI 注入邪修人格与 40+ 安全工程秘典 npx code-abyss
plan
by mrsknetwork
Analyzes user requests to extract real requirements, identify risks, and produce a dependency-ordered execution checklist. Use this skill at the start of any multi-step build, feature addition, or complex debugging task. Trigger when the user says "build me", "create a", "I want to make", or describes a feature without a clear starting point.
smolagents
by svngoku
Build AI agents with Hugging Face's SmolAgents framework. Use when creating code-executing agents, tool-calling agents, multi-agent systems, agentic RAG, text-to-SQL pipelines, web browsing agents, or any multi-step AI workflows. Covers CodeAgent, ToolCallingAgent, custom tools, MCP integration, memory management, secure code execution (E2B, Docker, Blaxel), and model configuration (HF Inference, LiteLLM, Transformers, Ollama).
graphql-schema-design
by jovermier
GraphQL schema design including types, fields, pagination, nullability, naming conventions, and descriptions. Use when designing or modifying GraphQL schemas.
code-reviewer
by masanao-ohba
Reviews PHP/CakePHP code for quality, standards compliance, and best practices
databricks-local
by i9wa4
Databricks local additions - Queries API, VARIANT/JSON, Dashboard API, dbt integration, Jupyter kernel Supplements the official databricks skill with project-specific patterns. Use when: - Working with Databricks Queries API (saved queries) - Handling VARIANT type or JSON operations - Working with Lakeview Dashboard API - Integrating dbt with Databricks JSON/VARIANT columns - Running Jupyter notebooks with Databricks kernel
codebase-pattern-finder
by pratos
Finds similar implementations, usage examples, or existing patterns that can be modeled after. Returns concrete code examples with file:line references. Like codebase-locator but includes actual code details.