torchdrug
davila7Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation, retrosynthesis, GNNs (GIN, GAT, SchNet), 40+ datasets, for PyTorch-based ML on molecules, proteins, and biomedical graphs.
ginkgo-cloud-lab
K-Dense-AISubmit and manage protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable Automation Carts (RACs). Use when the user wants to run cell-free protein expression (validation or optimization), generate fluorescent pixel art, or interact with Ginkgo Cloud Lab services. Covers protocol selection, input preparation, pricing, and ordering workflows.
design-postgres-tables
timescaleUse this skill for general PostgreSQL table design. **Trigger when user asks to:** - Design PostgreSQL tables, schemas, or data models when creating new tables and when modifying existing ones. - Choose data types, constraints, or indexes for PostgreSQL - Create user tables, order tables, reference tables, or JSONB schemas - Understand PostgreSQL best practices for normalization, constraints, or indexing - Design update-heavy, upsert-heavy, or OLTP-style tables **Keywords:** PostgreSQL schema, table design, data types, PRIMARY KEY, FOREIGN KEY, indexes, B-tree, GIN, JSONB, constraints, normalization, identity columns, partitioning, row-level security Comprehensive reference covering data types, indexing strategies, constraints, JSONB patterns, partitioning, and PostgreSQL-specific best practices.
gin-middleware-creator
Gin Middleware Creator - Auto-activating skill for Backend Development. Triggers on: gin middleware creator, gin middleware creator Part of the Backend Development skill category.
moai-lang-go
modu-aiGo 1.23+ development specialist covering Fiber, Gin, GORM, and concurrent programming patterns. Use when building high-performance microservices, CLI tools, or cloud-native applications.
implementing-api-patterns
ancolemanAPI design and implementation across REST, GraphQL, gRPC, and tRPC patterns. Use when building backend services, public APIs, or service-to-service communication. Covers REST frameworks (FastAPI, Axum, Gin, Hono), GraphQL libraries (Strawberry, async-graphql, gqlgen, Pothos), gRPC (Tonic, Connect-Go), tRPC for TypeScript, pagination strategies (cursor-based, offset-based), rate limiting, caching, versioning, and OpenAPI documentation generation. Includes frontend integration patterns for forms, tables, dashboards, and ai-chat skills.
deep-reading-analyst
Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems thinking, six thinking hats). Use when users want to: (1) deeply understand complex articles/content, (2) analyze arguments and identify logical flaws, (3) extract actionable insights from reading materials, (4) create study notes or learning summaries, (5) compare multiple sources, (6) transform knowledge into practical applications, or (7) apply specific thinking frameworks. Triggered by phrases like 'analyze this article,' 'help me understand,' 'deep dive into,' 'extract insights from,' 'use [framework name],' or when users provide URLs/long-form content for analysis.
genesis
aiskillstoreIn the beginning was the Word, and from the Word code was born. Builds a React19 + TailwindV4 + Vite frontend, FastAPI (Python) backend, Go Gin backend, and a Taro 4.x mini-program from scratch. Triggered when the user says "new project", "initialize", "start from scratch", "set up project", "create project", "generate landing page", "generate website", "generate Landing Page", "improve animations", "upgrade motion effects", "new mini-program", "create mini-program", or "Taro project".
gin-gonic
partme-aiProvides comprehensive guidance for Gin-Gonic framework including routing, middleware, validation, and best practices. Use when the user asks about Gin-Gonic, needs to create Go web applications, or implement Gin patterns.
gin
partme-aiProvides comprehensive guidance for Gin Go framework including routing, middleware, request handling, JSON binding, and API development. Use when the user asks about Gin, needs to create Gin applications, implement REST APIs, or build Go web services.
writing-test-code
k8s-lynqGuidelines for writing BDD-style test code using Ginkgo/Gomega framework in Go. Use when writing tests for Kubernetes operators, controllers, or Go services. Focuses on behavior-driven development with Given-When-Then patterns and table-driven tests.
project-scaffolding
hmohamed01IDE-grade project scaffolding wizard for creating new projects with comprehensive configuration. Supports 70+ project types: HTML/CSS websites, React, Next.js, Vue, Astro, Remix, React Native, Flutter, Expo, FastAPI, Django, Express, NestJS, Go/Gin, Rust/Axum, Spring Boot, Hono, Elysia, Chrome Extensions, VS Code Extensions, Tauri desktop apps, serverless functions, and more. Provides WebStorm/PyCharm-level project creation with interactive SDK selection, framework configuration, database setup, and DevOps tooling. Use when: creating a new project, setting up a framework application, initializing a codebase, scaffolding boilerplate, building extensions, creating mobile/desktop/web apps, setting up monorepos, or making static websites/landing pages.
torchdrug
lifangdaGraph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation, retrosynthesis, GNNs (GIN, GAT, SchNet), 40+ datasets, for PyTorch-based ML on molecules, proteins, and biomedical graphs.
clonalstats
pwwangGenerate comprehensive clonality statistics and diversity visualizations for TCR/BCR repertoire analysis. Quantifies clonal expansion, measures diversity metrics (Shannon, Simpson, Gini), and creates publication-ready plots.
smart-content-creator
ginobefunTransform reading notes and insights into polished, authentic content (blogs, social media, visualizations) that preserves your unique voice and avoids AI-style writing. Creates content that sounds unmistakably human.
golang-http-frameworks
bobmatnycGo HTTP API development with net/http, Chi, Gin, Echo, and Fiber frameworks
golang
mauromeddaComprehensive Go 1.26 development skill enforcing idiomatic patterns, error wrapping with fmt.Errorf %w, small interfaces, table-driven tests. Triggers on "go", "golang", ".go file", "write go", "go function", "go struct", "go interface", "go method", "go error handling", "errors.Is", "errors.As", "fmt.Errorf", "go concurrency", "goroutine", "channel", "sync.Mutex", "errgroup", "context.Context", "go mod", "go.mod", "go.sum", "go test", "go build", "go run", "golangci-lint", "go fmt", "gofmt", "go vet", "go generate", "go embed", "go template", "http handler", "gin", "echo", "chi", "fiber", "gorm", "sqlx", "go project", "go package", "go module", "defer", "panic recover", "go slice", "go map", "go pointer". PROACTIVE: MUST invoke when writing ANY .go file.
gin
TerminalSkillsGin is a high-performance HTTP web framework for Go with a martini-like API. It features fast routing with radix trees, middleware support, JSON binding and validation, and structured error handling for building REST APIs.
article-recommender
ginobefunGenerate three-version article recommendations (standard, concise, and personal commentary) in both Chinese and English for BestBlogs.dev weekly newsletter. Use when users request article recommendations，推荐语，推荐理由，or ask to write recommendations for newsletter content. Triggered by phrases like "帮我编写推荐理由", "生成推荐语", "write a recommendation", or when presenting curated content.
go-test-standards
iceleaf916Golang unit testing standards and best practices guide
Gin Framework
ngxtmHigh-performance Go web framework with martini-like API.
new-router
vadim7j7Generate a Gin router group with CRUD handlers, service, and tests
ginkgo
otaviofRun Ginkgo BDD tests with Kubernetes-aligned conventions.
gin-auth
henriqueatilaImplement authentication and authorization in Go Gin APIs. Covers JWT middleware, login/register handlers, role-based access control (RBAC), token refresh, and protected routes. Use when adding auth, login, signup, JWT tokens, user sessions, permissions, or role checks to a Gin application.
gin-clean-arch
henriqueatilaClean Architecture for Go Gin APIs. Covers layer separation (entities, usecases, repositories, delivery), dependency injection, repository pattern, error handling, and a testable project structure. Use when organizing Go/Gin projects, implementing Clean or Hexagonal Architecture, setting up dependency injection, or structuring code for testability.
gin-deploy
henriqueatilaDeploy Go Gin APIs with Docker, docker-compose, and Kubernetes. Covers multi-stage Dockerfiles, health checks, graceful shutdown, CI/CD pipelines, and production configuration. Use when containerizing a Go API, setting up local dev with Docker, deploying to Kubernetes, or configuring CI/CD for a Gin application. Also activate when the user mentions Docker build, docker-compose, K8s deployment, health probes, environment variables, or 12-factor app config for a Go/Gin project.
gin-testing
henriqueatilaTest Go Gin REST APIs with unit, integration, and end-to-end tests. Covers httptest patterns, table-driven tests, mocking repositories, testcontainers for real databases, and CI/CD integration. Use when writing tests for Gin handlers, services, middleware, or setting up test infrastructure for a Go API.
golang-gin-clean-arch
henriqueatilaClean Architecture for Go Gin APIs. Covers layer separation (entity, usecase, repository, delivery), dependency injection, repository pattern, error handling, and testable project structure. Use when organizing Go/Gin projects, implementing clean/hexagonal architecture, setting up dependency injection, or structuring code for testability.
gin-testing
henriqueatilaTest Go Gin REST APIs with unit, integration, and end-to-end tests. Covers httptest patterns, table-driven tests, mocking repositories, testcontainers for real databases, and CI/CD integration. Use when writing tests for Gin handlers, services, middleware, or setting up test infrastructure for a Go API.
gin-api
henriqueatilaBuild REST APIs with the Go Gin framework. Covers routing, handler patterns, request binding/validation, middleware chains, error handling, and project structure. Use when creating Go web servers, REST endpoints, HTTP handlers, or working with the Gin framework. Also activate when the user mentions Gin routes, middleware, JSON responses, request parsing, or API structure in Go.
gin-auth
henriqueatilaImplement authentication and authorization in Go Gin APIs. Covers JWT middleware, login/register handlers, role-based access control (RBAC), token refresh, and protected routes. Use when adding auth, login, signup, JWT tokens, user sessions, permissions, or role checks to a Gin application.
database-design
medy-gribkovDatabase architecture and query optimization for PostgreSQL and SQLite. Covers schema design, normalization to 3NF, denormalization trade-offs, indexing strategy (B-tree, GIN, partial, covering indexes), EXPLAIN ANALYZE interpretation, migrations with up/down patterns, connection pooling, ORM configuration (Prisma, Drizzle, SQLAlchemy), transactions, isolation levels, and anti-patterns like N+1 queries, missing indexes, and over-normalization. Use when designing schemas, optimizing queries, writing migrations, or debugging database performance.
gin-middleware-creator
nivkazdanCreate gin middleware creator operations. Auto-activating skill for Backend Development. Triggers on: gin middleware creator, gin middleware creator Part of the Backend Development skill category. Use when working with gin middleware creator functionality. Trigger with phrases like "gin middleware creator", "gin creator", "gin".
gin-deploy
henriqueatilaDeploy Go Gin APIs with Docker, docker-compose, and Kubernetes. Covers multi-stage Dockerfiles, health checks, graceful shutdown, CI/CD pipelines, and production configuration. Use when containerizing a Go API, setting up local dev with Docker, deploying to Kubernetes, or configuring CI/CD for a Gin application. Also activate when the user mentions Docker build, docker-compose, K8s deployment, health probes, environment variables, or 12-factor app config for a Go/Gin project.
gin-database
henriqueatilaIntegrate PostgreSQL databases with Go Gin APIs using GORM or sqlx. Covers repository pattern, connection pooling, transactions, migrations, and dependency injection. Use when adding database support, creating models, writing queries, implementing repositories, setting up migrations, or wiring database layers into a Gin project. Also activate when the user mentions GORM, sqlx, database connection, SQL queries, repository pattern, or database migrations in a Go/Gin context.
traction-eos
bilalmirza2001Entrepreneurial Operating System (EOS) based on Gino Wickman's "Traction". Use when you need to: (1) implement a complete business operating system, (2) create Vision/Traction Organizer (V/TO), (3) set quarterly rocks (priorities), (4) run Level 10 meetings, (5) build accountability charts, (6) solve issues using IDS (Identify-Discuss-Solve), (7) align leadership team on vision and execution, (8) get a grip on your business.
gin-database
henriqueatilaIntegrate PostgreSQL databases with Go Gin APIs using GORM or sqlx. Covers repository pattern, connection pooling, transactions, migrations, and dependency injection. Use when adding database support, creating models, writing queries, implementing repositories, setting up migrations, or wiring database layers into a Gin project. Also activate when the user mentions GORM, sqlx, database connection, SQL queries, repository pattern, or database migrations in a Go/Gin context.
gin-api
henriqueatilaBuild REST APIs with Go Gin framework. Covers routing, handler patterns, request binding/validation, middleware chains, error handling, and project structure. Use when creating Go web servers, REST endpoints, HTTP handlers, or working with the Gin framework. Also activate when the user mentions Gin routes, middleware, JSON responses, request parsing, or API structure in Go.