Agent Skills

by github

Spring Boot development patterns and idioms tailored for Kotlin applications. Use primary constructors for dependency injection, data class for DTOs, and the kotlin-jpa plugin to automatically open entity classes without boilerplate. Organize code by feature/domain rather than layer; leverage Kotlin's null-safety to clearly define optional vs. required entity fields. Apply @ConfigurationProperties with data class for type-safe, immutable configuration; use application.yml and Spring Profiles...

ef-core

by github

Entity Framework Core best practices guide covering design, performance, security, and testing patterns. Covers eight core areas: DbContext design, entity modeling, performance optimization, migrations, querying strategies, change tracking, security, and testing approaches Emphasizes practical patterns like DbContextFactory, IEntityTypeConfiguration separation, AsNoTracking() for read-only queries, and compiled queries for frequently executed operations Includes migration best practices such...

create-spring-boot-java-project

🔥🔥🔥✓ VerifiedFreeAdvanced setup

by github

Generate a Spring Boot 3.4.5 project skeleton with PostgreSQL, Redis, MongoDB, and Docker Compose. Scaffolds a Maven-based Spring Boot project with Java 21, including Lombok, Spring Data JPA, Spring Web, caching, and validation dependencies Pre-configures application.properties with connection details for PostgreSQL, Redis, and MongoDB, plus SpringDoc OpenAPI for API documentation Generates a docker-compose.yaml file with Redis 6, PostgreSQL 17, and MongoDB 8 services, each with persistent...

javascript-typescript-jest

by github

Jest testing best practices for JavaScript and TypeScript projects with mocking, async handling, and React patterns. Organize tests with descriptive names in nested describe blocks, using .test.ts / .test.js files placed alongside source code or in __tests__ directories Mock external dependencies with jest.mock() , jest.spyOn() , and mockImplementation() , resetting between tests to prevent state leakage Handle async code with promises, async/await , and resolves / rejects matchers; set...

devops-rollout-plan

by github

Comprehensive rollout plan generator with preflight checks, phased deployment, verification signals, and rollback procedures. Generates structured plans covering executive summary, prerequisites, preflight validation, step-by-step deployment phases, and post-deployment tasks Includes immediate, short-term, medium-term, and long-term verification signals to confirm deployment success across multiple time windows Provides rollback decision criteria, automated revert procedures, and...

draw-io-diagram-generator

by github

Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style…

breakdown-feature-implementation

by github

Detailed feature implementation plan generator following Epoch monorepo conventions. Generates comprehensive markdown implementation plans with system architecture, database schema, and API design specifications Includes Mermaid diagrams for system architecture, entity relationships, and component hierarchies with shadcn/ui integration Covers frontend component structure, state management patterns, backend service design, and deployment strategies Outputs structured plans to...

context-map

by github

Analyze codebases and map task-relevant files before implementing changes. Automatically searches for related files, dependencies, tests, and similar code patterns to establish full context Generates structured markdown output with files to modify, dependency relationships, test coverage, and reference patterns Includes risk assessment checklist for breaking changes, migrations, and configuration updates Designed as a pre-implementation step to prevent missed dependencies and unintended side...

import-infrastructure-as-code

by github

Reverse-engineer live Azure infrastructure into Terraform code using Azure Verified Modules. Discovers Azure resources across subscription, resource group, or specific resource ID scopes using Azure CLI, then maps dependencies and generates AVM-based Terraform configuration Requires reading each AVM module's README before code generation to identify required inputs, child resource ownership, and exact variable names that differ from raw azurerm_* provider arguments Generates import blocks by...

java-springboot

by github

Comprehensive best practices guide for building production-ready Spring Boot applications. Covers project structure, dependency injection patterns, and configuration management including externalized config, type-safe properties, and environment profiles Details web layer design with RESTful APIs, DTOs, validation, and global exception handling Addresses service layer statelessness, transaction management, and data access patterns using Spring Data JPA with custom queries and projections...

creating-oracle-to-postgres-master-migration-plan

by github

Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration plan. Use…

dependabot

by github

Dependabot is GitHub's built-in dependency management tool with three core capabilities:

🔥🔥FreeAdvanced setup

dotnet-design-pattern-review

by github

Comprehensive C#/.NET design pattern analysis with actionable improvement recommendations. Evaluates six core patterns: Command, Factory, Dependency Injection, Repository, Provider, and Resource patterns against GoF and SOLID principles Analyzes architecture compliance including namespace conventions, project separation, async/await patterns, and structured logging implementation Reviews code quality across security, testability, maintainability, and performance dimensions with specific...

doublecheck

by github

Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs adversarial review…

aspire

by github

Code-first orchestration for polyglot distributed apps with automatic service discovery and observability. Orchestrates containers, executables, and cloud resources (C#, Python, JavaScript, Go, Java, Rust, and more) from a single .NET AppHost project Includes 144+ integrations across databases, caches, messaging, AI, and observability platforms with automatic environment variable injection for service discovery Built-in dashboard provides real-time logs, traces, metrics, and GenAI...

azure-static-web-apps

🔥🔥🔥🔥✓ VerifiedPaid serviceNeeds API keys

by github

Deploy static sites and serverless APIs to Azure with local development emulation and CLI automation. Provides local emulator ( swa start ) with API proxy, authentication simulation, and framework auto-detection for React, Vue, Angular, Next.js, and others Supports Azure Functions backends with Node.js, Python, and .NET runtimes; configure via staticwebapp.config.json for routes, auth rules, and headers Includes deployment workflow: swa init (auto-detects framework), swa build , swa start...

breakdown-plan

by github

Comprehensive project planning with Epic > Feature > Story hierarchy, dependencies, priorities, and GitHub automation. Generates hierarchical work breakdown from epics down to individual tasks with INVEST-compliant user stories, technical enablers, and test items Provides GitHub issue templates for each work item type (epic, feature, story, enabler, task) with acceptance criteria, definitions of done, and dependency linking Includes priority and value matrix (P0–P3), Fibonacci story point...

creating-oracle-to-postgres-migration-bug-report

🔥🔥✓ VerifiedFreeQuick setup

by github

Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavioral differences between Oracle and…

azure-resource-visualizer

by github

Analyze Azure resource groups and generate detailed Mermaid diagrams showing resource relationships and architecture. Discovers and analyzes all resources within a specified resource group, capturing configurations, SKUs, network settings, and identity details Maps relationships between resources including network connections, data flows, identity bindings, and dependencies Generates layered Mermaid diagrams with subgraphs organized by function (Network, Compute, Data, Security, Monitoring)...

eval-driven-dev

by github

You're building an automated evaluation pipeline that tests a Python-based AI application end-to-end — running it the same way a real user would, with real inputs — then scoring the outputs using evaluators and producing pass/fail results via pixie test .

create-agentsmd

by github

Generates standardized AGENTS.md files to help AI coding agents understand and work with your repository. Provides a template-driven approach for creating agent-focused documentation that complements README.md with technical setup, workflow, and testing instructions Covers essential sections including project overview, setup commands, development workflow, testing, code style, build/deployment, and PR guidelines Supports monorepo structures with guidance for creating AGENTS.md files at...

java-add-graalvm-native-image-support

by github

Automate GraalVM native image configuration, build, and error resolution for Java applications. Detects project structure (Maven/Gradle) and framework (Spring Boot, Quarkus, Micronaut) to apply framework-specific native image setup Adds GraalVM Native Build Tools plugins with appropriate configuration profiles and iteratively resolves build errors Handles common native image issues including reflection, resource access, JNI, and dynamic proxy configuration through generated metadata files...

typescript-mcp-server-generator

by github

Complete TypeScript MCP server project generator with tools, resources, and transport configuration. Scaffolds a full Node.js/TypeScript project with @modelcontextprotocol/sdk, zod validation, and choice of HTTP (Express) or stdio transport Generates at least one production-ready tool with schema validation, error handling, and structured content responses Includes tsconfig.json with ES modules, proper package.json setup, and dev tooling (tsx/ts-node) Optionally adds resources with dynamic...

agent-governance

by github

Declarative policies, intent classification, and audit trails for controlling AI agent tool access and behavior. Composable governance policies define allowed/blocked tools, content filters, rate limits, and approval requirements — stored as configuration, not code Semantic intent classification detects dangerous prompts (data exfiltration, privilege escalation, prompt injection) before tool execution using pattern-based signals Tool-level governance decorator enforces policies at function...

creating-oracle-to-postgres-migration-integration-tests

🔥🔥🔥✓ VerifiedFreeAdvanced setup

by github

Creates integration test cases for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Generates DB-agnostic xUnit tests with…

create-architectural-decision-record

by github

Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.

acquire-codebase-knowledge

by github

Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document…

dotnet-best-practices

by github

Validate .NET/C# code against comprehensive best practices for your solution and project. Covers 10+ practice areas including XML documentation, design patterns, dependency injection, async/await, testing standards, and error handling Enforces specific patterns: primary constructors for DI, Command Handler pattern with generics, interface segregation, and Factory pattern for object creation Includes resource management with ResourceManager for localization, structured logging via...

dotnet-timezone

by github

.NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC conversion, daylight saving time,…

mcp-cli

by github

Command-line interface for discovering and executing MCP server tools and external integrations. Five core commands cover server discovery, tool exploration, schema inspection, execution, and grep-based searching across all available tools Supports JSON input/output for scripting, raw text extraction, and description flags for verbose tool documentation Handles complex JSON arguments via heredoc, stdin piping, or file input to accommodate special characters and multi-line payloads...