Unify WhatsApp, Telegram, and future channels with shared conversation context and message-quality assessment.
Multi-platform search - YouTube, Amazon, eBay, Walmart, TikTok, Instagram, and more — from gooseworks-ai/goose-skills
Choose between active-passive and active-active multi-region architectures with eyes open to data, cost, and failover reality.
Coordinate development workflows across multiple Git repositories with synchronized branching, batch commits, cross-repo operations, and monorepo-like workflows for microservices…
Use when when building or modifying an asynchronous annotation pipeline that dispatches metadata enrichment requests to multiple heterogeneous web services and must verify that…
PM2 process management, backend/frontend cascade execution, parallel worktree builds, and cross-service integration testing.
Use when designing a strategy for multiple Experience Cloud sites within one Salesforce org, selecting a domain and URL pattern, planning shared LWC component libraries, designing…
Use when you need to validate that Docker image builds for multiple deployment variants (e.g., cli, dev, linux, windows) meet documented compressed size ranges, or when you must…
Multi-store Commerce architecture: shared catalog, localization, multi-currency, multi-language, and regional storefront design for B2B, D2C, and SFCC deployments.
Multi-surface rendering with json-render — same JSON spec produces React web, Next.js apps, React Native, Ink terminal UIs, PDFs, emails, Remotion videos, OG images, and 3D…
Arquitetura para criar ambientes isolados de agentes Hermes no mesmo servidor. Perfis, WhatsApp multi-numero, PM2, systemd e roteamento.
Use when working with the multi-tenant architecture — customer DB switching, FQDN routing, tenant isolation, or cross-tenant operations.
Use when implementing or reviewing multi-tenant features. Covers shared database with branch_id isolation, tenant resolution, data scoping, cross-tenant prevention, tenant-aware…
Multi-tenant detection, isolation testing, and cross-tenant + cross-role validation patterns for QA specialists.
Tenant isolation, row-level security, shared/siloed schema patterns for SaaS platforms. Activate on: multi-tenant, tenant isolation, RLS, shared database, SaaS architecture,…
Review multi-tenant AI deployments for cross-tenant context leakage, LoRA adapter contamination, shared inference worker risks, system prompt bleed, and tenant isolation failures…
Complete knowledge base for building production-ready cross-platform TV applications with React Native - supporting Android TV, Apple TV, Fire TV (Fire OS & Vega OS), and Web TV…
Manage multiple workplaces (project directories) with multi-agent orchestration, isolated memory, and inter-agent communication.
Multiplayer game development principles. Architecture, networking, synchronization. — from ThaiQuangSon031108FSDev/AlgoSphere-Enterprise
Multiplayer game development principles. Architecture, networking, synchronization. — from bg-szy/TOP-SKILLS
Use when implementing multiplayer — MultiplayerAPI, ENet/WebSocket peers, RPCs, and authority model
RivetKit backend and Rivet Actor runtime guidance. Use for building, modifying, debugging, or testing Rivet Actors, registries, serverless/runner modes, deployment, or ac — from…
Design and critique multiplayer dynamics, cooperation, competition, social systems, fairness, toxicity prevention, guilds, matchmaking, content cadence, seasons, events, battle…
Audit multiplayer netcode, online game networking, and real-time synchronization. Reviews client-server authority, lag compensation, client-side prediction, server reconciliation,…
Expert guide for designing and implementing Multiple Entry Points architecture in web applications / Panduan ahli untuk merancang dan mengimplementasikan arsitektur Multiple Entry…
Use when when you have computed raw p-values for multiple independent statistical tests (e.g., Pearson correlation tests across all pairwise ion combinations in MSI data) and need…
Use when you have computed raw p-values from partial Spearman correlations (or other univariate tests) between each metabolite in a SummarizedExperiment object and a phenotype of…
Use when when deploying a Streamlit workflow app in offline mode (online_deployment:
Stage ④.h verify sub-workflow — 4-specialist Agent Team Pattern C 多维度审查 (关键发布 / 大重构 PR 升级, code-review + gstack-review + gstack-cso + gstack-qa 4 teammate 互相 SendMessage 质询, NOT…
Use when you have paired mass spectra and molecular structure datasets and need to train a model that jointly understands both modalities for tasks like structure elucidation.
Progressive-disclosure tool design for retrieval MCP servers — return a single retrieval mode by default, expose dense + lexical + symbolic + multiview as opt-in flags.
PostgreSQL's MultiXact machinery — `src/backend/access/transam/multixact.c` — the multi-transaction ID system that lets a single heap tuple record multiple concurrent lockers (for…
Build standalone AI Agents with LLM direct-connect, tool calling, agentic loop, real-time status bar, permission system, and multi-provider support.
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems.
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems.
Define and manage design tokens, apply token systems to existing codebases, and build design system foundations.
Use when a task needs the judgment of a Musical Instrument Repairer and Tuner — aurally tuning a piano to a stretched temperament, regulating a grand or upright action, reseating…
Run mutant, read mutation reports, fix alive mutations, and verify coverage. Use when running mutation testing or responding to alive mutations.
Run Stryker mutation testing on the source files changed in the current branch (vs origin/master). One command for "did my work hold up under mutation?" before pushing.
Run mutation testing to validate test quality beyond code coverage. Use when assessing test effectiveness, finding weak tests, or validating test suite quality.
Mutation Test Runner - Auto-activating skill for Test Automation. Triggers on: mutation test runner, mutation test runner Part of the Test Automation skill category.
Guide users through the MUXI platform -- infrastructure for AI agents. Covers installation (CLI and server), server setup and configuration, CLI commands and workflows, secrets…
Expert guidelines to refactor legacy PHP codebases into clean, modern, and scalable MVC-structured projects / Pedoman ahli untuk merefaktor codebase PHP lama menjadi proyek…
Wire CommunityToolkit.Mvvm ViewModels into Microsoft.Extensions.DependencyInjection. Covers the .NET Generic Host composition root, constructor injection, service lifetimes…
基于东方财富数据库，支持通过自然语言输入筛选A港美股、基金、债券等多种资产，支持多元指标筛选，含技术面、消息面、基本面及市场情绪等，可用于全球资产速筛、跨市场监控、投资组合构建、策略回测等场景。返回结果包含数据说明及 csv 文件。Natural language screener for investment assets across global…
Use when the user says "/decision", "/mxDecision", "document decision", "write an ADR", "record a decision", "architectural decision", "ADR", or otherwise wants to capture a…
Use when the user says "/designcheck", "/mxDesignChecker", "review the design", "check the spec", "review this ADR", "audit architecture", "second opinion on this code", or…
Run the weekly platform-team capacity review: collect the three inputs, compute per-engineer utilization flags, triage the backlog into committed/candidate/parked, and record…
Control Tesla vehicles from macOS via the Tesla Owner API using teslapy (auth, list cars, status, lock/unlock, climate, charging, location, and extras).
Intelligent code security scanner with hybrid local-cloud detection. Fingerprints packages, runs static behavioral analysis, and consults cloud threat intelligence (enabled by…
Use when users ask about MyBrain, what it does, how it works, what tools are available, or how to use the personal knowledge base.
Use when users want to install or set up MyBrain -- a personal knowledge base with semantic search. Install is always per-project (local MCP scope); the only user-facing choice is…
Use when making design decisions, debugging non-obvious issues, encountering gotchas, wondering why code is structured a certain way, or when you need context about prior work on…
Use when the user wants to plan, decompose, track, or resume a multi-task project: scoping a new idea, importing or onboarding an existing repo or workspace, asking what — from…
myMoney-frontend (Vite + React + TypeScript bütçe kontrol uygulaması) için mimari rehberi ve scaffold asistanı.
MySQL development best practices for schema design, query optimization, and database administration
Drive the Linux `mysql` (mysql-client) CLI safely against MySQL or MariaDB databases. Activate when the user asks Claude to connect to one, inspect schema, run a SELECT, read…
MySQL schema migration safety reviewer and DDL generator. ALWAYS use when writing, reviewing, or planning MySQL schema changes — ALTER TABLE, CREATE/DROP INDEX, column type…
MySQL and MariaDB schema, query, indexing, transaction, replication, and connection-pool patterns for production backends.
Diagnose slow queries, index tables, analyze EXPLAIN plans, tune MySQL 8 in production with Laravel