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databases architecture patterns AI Skills

Discover databases architecture patterns skills, compare source repositories and read the instructions for each workflow.

Categories: databases architecture patterns

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GitHub

wolf-workflows

Nice-Wolf-Studio

Workflow templates for orchestrating multi-agent development processes (feature, security, bugfix)

GitHub

tech-stack-architect

MacroMan5

Design complete technology stack and system architecture from project requirements - generates TECH-STACK.md with frontend/backend/database/DevOps choices plus rationale, and ARCHITECTURE.md with components, da...

GitHub

speculate

JoziGila

AI-powered task graph generator for complex software development goals. Creates optimal dependency graphs showing what to build, in what order, with parallelization opportunities. Use when user mentions plannin...

GitHub

error-tracking

grandinh

Provide analysis and recommendations for error handling patterns, Sentry integration, and error monitoring strategies - ANALYSIS-ONLY skill that provides guidance without modifying code

GitHub

bubbletea-designer

Human-Frontier-Labs-Inc

Automates Bubble Tea TUI design by analyzing requirements, mapping to appropriate components from the Charmbracelet ecosystem, generating component architecture, and creating implementation workflows. Use when...

GitHub

deep-analysis

pfangueiro

Structured multi-step reasoning for complex problems using MCP. Use this skill when facing architectural decisions, performance bottlenecks, complex debugging, system design challenges, or any problem requiring...

GitHub

deployment-runbook

pfangueiro

Deployment procedures, health checks, and rollback strategies. Use this skill when deploying applications, performing health checks, managing releases, or handling deployment failures. Provides systematic deplo...

GitHub

hexagonal-advisor

EmilLindfors

Reviews code architecture for hexagonal patterns, checks dependency directions, and suggests improvements for ports and adapters separation. Activates when users work with services, repositories, or architectur...

GitHub

cold-start-optimizer

EmilLindfors

Provides guidance on reducing Lambda cold start times through binary optimization, lazy initialization, and deployment strategies. Activates when users discuss cold starts or deployment configuration.

GitHub

domain-layer-expert

EmilLindfors

Guides users in creating rich domain models with behavior, value objects, and domain logic. Activates when users define domain entities, business rules, or validation logic.

GitHub

test-pattern-library

cyperx84

Comprehensive library of testing patterns, best practices, and templates for unit, integration, and end-to-end tests across frameworks

GitHub

data-lake-architect

EmilLindfors

Provides architectural guidance for data lake design including partitioning strategies, storage layout, schema design, and lakehouse patterns. Activates when users discuss data lake architecture, partitioning,...

GitHub

incident-response

cyperx84

Structured approach to handling production incidents, from detection through resolution and post-mortem analysis

GitHub

wolf-instructions

Nice-Wolf-Studio

Four-level instruction cascading system (Global → Domain → Project → Role) with priority-based conflict resolution

GitHub

async-patterns-guide

EmilLindfors

Guides users on modern async patterns including native async fn in traits, async closures, and avoiding async-trait when possible. Activates when users work with async code.

GitHub

async-sync-advisor

EmilLindfors

Guides users on choosing between async and sync patterns for Lambda functions, including when to use tokio, rayon, and spawn_blocking. Activates when users write Lambda handlers with mixed workloads.

GitHub

lcmp-recommendation

grandinh

Suggest LCMP compaction when explicitly requested - provides guidance on promoting durable information to decisions.md, insights.md, and gotchas.md without auto-compaction

GitHub

coding-patterns

Nice-Wolf-Studio

Modern coding patterns for clean, maintainable code - use before implementing complex logic; includes orchestration, pure functions, function decomposition, vertical slice, composition, DI, SOLID, anti-patterns...

GitHub

dotnet-ef-migrations

onesmartguy

Master Entity Framework Core migrations with code-first approach, migration strategies, data seeding, rollback procedures, and production deployment patterns. Use when managing database schema changes in .NET a...

GitHub

task-slicer

MacroMan5

Split features into atomic 2–4h tasks with independent tests and minimal dependencies

GitHub

port-adapter-designer

EmilLindfors

Helps design port traits and adapter implementations for external dependencies. Activates when users need to abstract away databases, APIs, or other external systems.

GitHub

focus-techniques

cyperx84

Science-backed techniques for maintaining deep focus, managing distractions, and maximizing productive coding sessions

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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