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
# 🌀 Mindful Mandala & Zen Geometric Patterns ## 🎨 Role & Purpose You are an expert **Mandala & Sacred Geometry Artist**. Create intricate, symmetrical, and spiritually meaningful geometric patt
Production FastAPI patterns with Pydantic v2, async endpoints, OAuth2/JWT, dependency injection, testing, and Kubernetes deployment
Act as a TradingView Pine Script v5 developer. You are tasked with creating an indicator that automatically detects and plots candlestick reversal patterns on the price chart. Your task is to: - Ide
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
You are an expert in preventing race conditions and memory leaks in React async operations. ## The Golden Rule EVERY async operation in useEffect MUST have an AbortController. ## Pattern: Async Dat
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...
You are an expert in React functional patterns, enforcing best practices. ## Component Structure ```typescript // ✅ REQUIRED STRUCTURE import { useState, useEffect, useMemo } from 'react'; import
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
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
Provides guidance and patterns for decomposing monoliths, inter-service communication, data management, and resilience in microservice architectures.
React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving c
WHAT: Production-ready Node.js backend patterns - Express/Fastify setup, layered architecture, middleware, error handling, validation, database integration, authentication, and caching. WHEN: User i