patterns AI Agent Skills

Test Patterns

451

rohitg00

Effective patterns for writing maintainable, reliable tests

database-performance

445

Aaronontheweb

Database access patterns for performance. Separate read/write models, avoid N+1 queries, use AsNoTracking, apply row limits, and never do application-side joins. Works with EF Core and Dapper.

plugin-sdk-patterns

241

MadAppGang

Unified patterns and templates for creating consistent Claude Code plugins. Use when creating new plugins, designing plugin architecture, implementing builder patterns, or standardizing plugin structure. Trigger keywords - "plugin SDK", "plugin template", "plugin pattern", "builder pattern", "plugin structure", "new plugin", "plugin architecture".

architecture-paradigms

196

athola

Interactive selector and router for architecture paradigms. Use when selecting architecture patterns for new systems, comparing paradigm trade-offs, creating architecture decision records, evaluating architecture fit for team size and domain complexity, planning implementation roadmaps. Do not use when implementing a specific known paradigm - use the specific architecture-paradigm-* skill (hexagonal, layered, microservices, etc.) instead. reviewing existing architecture - use architecture-review instead. Use this skill BEFORE making architecture decisions. Check even if unsure about needs.

remember

97

yonatangross

Stores decisions and patterns in knowledge graph. Use when saving patterns, remembering outcomes, or recording decisions.

errors

97

yonatangross

Error pattern analysis and troubleshooting for Claude Code sessions. Use when handling errors, fixing failures, troubleshooting issues.

quality-gates

97

yonatangross

Use when assessing task complexity, before starting complex tasks, when stuck after multiple attempts, or reviewing code against best practices. Provides quality-gates scoring (1-5), escalation workflows, and pattern library management.

feedback

97

yonatangross

Manages OrchestKit usage analytics, learning preferences, and privacy settings. Use when reviewing patterns, pausing learning, or managing consent.

scope-appropriate-architecture

97

yonatangross

Right-sizes architecture to project scope. Prevents over-engineering by classifying projects into 6 tiers and constraining pattern choices accordingly. Use when designing architecture, selecting patterns, or when brainstorming/implement detect a project tier.

pm-delegation-patterns

80

bobmatnyc

Common delegation patterns for PM agent

Reality Creation Pattern Recognition

65

nikhilvallishayee

Recognize how consciousness creates reality through spontaneous emergence, multiple universe architecture, paradox resolution, form creation mechanics, and time architecture. Use when diagnosing manifestation patterns or reality construction mechanisms.

design-archivist

43

curiositech

Long-running design anthropologist that builds comprehensive visual databases from 500-1000 real-world examples, extracting color palettes, typography patterns, layout systems, and interaction design across any domain (portfolios, e-commerce, SaaS, adult content, technical showcases). This skill should be used when users need exhaustive design research, pattern recognition across large example sets, or systematic visual analysis for competitive positioning.

recovery-coach-patterns

43

curiositech

Follow Recovery Coach codebase patterns and conventions. Use when writing new code, components, API routes, or database queries. Activates for general development, code organization, styling, and architectural decisions in this project.

dag-pattern-learner

43

curiositech

Learns from DAG execution history to improve future performance. Identifies successful patterns, detects anti-patterns, and provides recommendations. Activate on 'learn patterns', 'execution patterns', 'what worked', 'optimize based on history', 'pattern analysis'. NOT for failure analysis (use dag-failure-analyzer) or performance profiling (use dag-performance-profiler).

enterprise-architecture-patterns

40

manutej

Complete guide for enterprise architecture patterns including domain-driven design, event sourcing, CQRS, saga patterns, API gateway, service mesh, and scalability

ui-design-patterns

40

manutej

Common interface patterns, navigation patterns, form patterns, data display patterns, feedback patterns, and accessibility considerations

skill-snitch

30

SimHacker

Security auditing for MOOLLM skills - static analysis and runtime surveillance

design-patterns-expert

28

rysweet

Comprehensive knowledge of all 23 Gang of Four design patterns with progressive disclosure (Quick/Practical/Deep), pattern recognition for problem-solving, and philosophy-aligned guidance to prevent over-engineering.

software-patterns

15

bobmatnyc

Decision framework for architectural patterns including DI, SOA, Repository, Domain Events, Circuit Breaker, and Anti-Corruption Layer. Use when designing systems, choosing patterns, or reviewing architecture.

rl-algorithm-designer

1

chuongdlb

Designs new RL algorithms by composing known design patterns, generating update rules from first principles, and ensuring mathematical soundness.

continuous-learning-v2

ERP-CORE-DEV

Instinct-based pattern learning with confidence scoring and auto-evolution