Discovers recurring patterns buried in your codebase — similar logic written three different ways, duplicated validation in five controllers, the same error...
Automatically detects repeated code and command patterns in Python/Shell, generating reusable Jinja2 templates and shell automation scripts via CLI.
Help AI agents recognize and respond to potentially malicious skill patterns from public registries. Based on Snyk ToxicSkills research showing 13.4% of skil...
Conversational Pattern Restoration — Fix flat, robotic AI responses across any model and any personality. Restore YOUR natural conversational texture without...
Production Rust patterns covering ownership, async Tokio, Axum web framework, SQLx, error handling, CLI tools, WASM, and PyO3 Python bindings
Analyze interactions to identify patterns in what Enzo shares, why he shares it, and how it connects to his goals. Use during heartbeats for periodic analysis, when Enzo asks about his patterns/intere
MANDATORY before any openclaw.json changes. Prevents config breakage via embedded anti-patterns and correct patterns. Use when configuring OpenClaw (bindings, channels, sessions, cron, heartbeat) or t
Patterns and practices that dramatically accelerate development velocity. Covers parallel execution, automation, feedback loops, workflow optimization, and anti-pattern avoidance. Use when starting pr
Production FastAPI patterns with Pydantic v2, async endpoints, OAuth2/JWT, dependency injection, testing, and Kubernetes deployment
Pine Script v5/v6 indicator scaffold and patterns. Provides structure guidance and triggers doc-researcher for current syntax verification. Use when developi...
Go language patterns for 2026 — concurrency with errgroup, error wrapping, HTTP servers, gRPC, database access, testing, and CLI with Cobra
Server-side runtime patterns for CopilotKit. Use when setting up CopilotKit runtime endpoints (Express, Hono, Next.js), configuring remote agent endpoints, a...
Patterns for building AI agents that integrate with CopilotKit. Use when designing agent architecture, implementing AG-UI event streaming, managing shared st...
Patterns for skeleton loaders, shimmer effects, and loading states that match design system aesthetics. Covers skeleton components, shimmer animations, and progressive loading. Use when building polis
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
Production Go concurrency patterns — goroutines, channels, sync primitives, context, worker pools, pipelines, and graceful shutdown. Use when building concurrent Go applications or debugging race co
Provides backend architecture patterns (Clean Architecture, Hexagonal, DDD) for building maintainable, testable, and scalable systems with clear layering and...
Home Assistant custom integration patterns and architectural decisions. Use when building HACS integrations, custom components, or API bridges for Home Assistant. Covers service response data, HTTP vi
WHAT: Production-ready Node.js backend patterns - Express/Fastify setup, layered architecture, middleware, error handling, validation, database integration, authentication, and caching. WHEN: User i
Authentication and authorization patterns — JWT, OAuth 2.0, sessions, RBAC/ABAC, password security, MFA, and vulnerability prevention. Use when implementing login flows, protecting routes, managing
Practical regex patterns across languages and use cases. Use when validating input (email, URL, IP), parsing log lines, extracting data from text, refactoring code with search-and-replace, or debuggin