Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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Expert Harbor container registry administrator specializing in registry operations, vulnerability scanning with Trivy, artifact signing with Notary, RBAC, and multi-region replication. Use when managing container registries, implementing security policies, configuring image scanning, or setting up disaster recovery.
Query Huawei Cloud MaaS (Model as a Service) token usage statistics, including total tokens, prompt tokens, completion tokens, total requests, and total errors. Read-only queries support preset service, my service, and custom endpoint time ranges (rolling last N days via --last-days, last 7/14/30 days, or a custom --from/--to range). The data source is the MaaS ShowStatistics API, consistent with the console. Use this skill when the user wants to: (1) query MaaS token consumption statistics, (2) check MaaS service request counts and error rates, (3) analyze token usage for preset service or my service, or (4) monitor MaaS usage over a specific time period. Trigger: the user mentions "MaaS", "Model as a Service", "tokens usage", "token consumption", "request count", "error count", "MaaS usage", "preset service usage", "completion tokens", "prompt tokens", "MaaS statistics", "模型服务", "令牌用量", "token统计", "token用量", "词元用量", "请求次数", "MaaS监控", or "华为云MaaS". Trigger on verb-style phrases: "查询MaaS用量", "MaaS用量查询", "查询token用量", "统计MaaS令牌用量", "查询MaaS请求次数", "MaaS监控数据查询", "检查MaaS错误率", "query MaaS usage statistics", "check MaaS tokens usage", "search MaaS usage", "find MaaS token consumption", "browse MaaS statistics", or "discover MaaS resource usage"
Analyze MCP server connection issues and validate implementations against the latest specification. Use when troubleshooting tools/list or tools/call errors, stdio, SSE, or HTTP transport issues, resources or prompts routing problems, or when inspector-based reproduction tests are needed.
Scaffolds, clones, and deploys config-driven NextJS landing pages built on shadcn/ui and Tailwind v4. Use when creating single or multiple startup landing pages with email capture, analytics, and modern design. Supports batch creation from templates or CSV/JSON files and Vercel deployment with custom domains. Each landing is a standalone NextJS app driven by an app.json config file
Next.js adapter for embedding emulators directly in a Next.js app via @emulators/adapter-next. Use when the user needs to embed emulators in Next.js, set up same-origin OAuth for Vercel preview deployments, create an emulate catch-all route handler, configure Auth.js/NextAuth with embedded emulators, add persistence to embedded emulators, or wrap next.config with withEmulate. Triggers include "Next.js emulator", "adapter-next", "embedded emulator", "same-origin OAuth", "Vercel preview", "createEmulateHandler", "withEmulate", or any task requiring emulators inside a Next.js app.
Foundation for the olares-cli skill suite: choose the right domain skill, understand the Olares platform model each task depends on, and decide whether the active profile can proceed or needs login recovery. Use first for runtime skills, and directly for Olares ID, profile, login, 2FA/TOTP, refresh token, keychain, auth errors, or uncertainty about which Olares skill owns a task.
Create, update, and manage Omni Analytics documents and dashboards programmatically using the Omni CLI — including document lifecycle, drafts, tiles, visualizations, filters, controls, and layouts. Use this skill whenever someone wants to build a dashboard, create a workbook or document, add tiles or charts, configure dashboard filters or controls, set up a KPI view, lay out or rearrange tiles and pages, edit a dashboard as a draft and publish it, change dashboard settings, rename/move/duplicate/delete a dashboard, modify dashboard-level model customizations like workbook-specific joins or fields, or build and edit an Omni app (custom HTML content in place of a dashboard) — including casual phrasings like “make a dashboard for…”, “add a chart to…”, or “clean up this dashboard's layout” that don't name the skill. Load it before any document API call, even when a local build script exists. For running a query or pulling metrics use omni-query; for adding a field to the shared model use omni-model-builder.
REQUIRED before ANY `op` command or whenever a task needs an API key, token, password, credential, or secret (OPENAI_API_KEY, ANTHROPIC_API_KEY, deploy tokens, live-test keys). Prompt-free 1Password service-account reads; wrong invocations spam macOS dialogs.
Map materials science terms, crystal structures, and sample descriptions to standardized ontology classes and properties — resolve natural-language concepts to ontology entries with confidence scores, translate Bravais lattice types, space groups, and lattice constants into ontology-compliant annotations, and produce full sample metadata from structured descriptions. Supports any ontology in ontology_registry.json (CMSO, ASMO, etc.). Use when annotating simulation inputs with FAIR metadata, translating "BCC iron" or "FCC copper" into formal ontology terms, preparing machine-readable sample descriptions, or bridging between lab vocabulary and ontology vocabulary, even if the user only says "what CMSO terms describe my material" or "annotate this sample for me."
Build and deploy an MCP server from an OpenAPI / Swagger spec using the mcp-use TypeScript SDK. Use this skill whenever the user wants to "turn this OpenAPI spec into an MCP server", "make this API usable from Claude/ChatGPT", "wrap this Swagger doc as MCP tools", "expose this REST API to an LLM", "generate MCP tools from a spec", or pastes/attaches an `openapi.yaml`, `openapi.json`, or `swagger.json` and asks for a Claude-compatible version. Trigger even if the user doesn't say "MCP" — if they describe an existing HTTP API (REST endpoints, an internal service, a third-party API they have a key for) and want an LLM to call it, this is the right skill. Covers spec ingestion (file path, URL, or pasted), operation-to-tool mapping, auth wiring (apiKey, bearer, basic, OAuth bearer), scaffolding with `create-mcp-use-app`, tool generation with proper zod schemas, live testing in the mcp-use inspector, and deploying to Manufact / mcp-use cloud
Generate declarative multi-agent systems (MAS) using POMASA pattern language. Use when building agent pipelines, orchestrating multiple AI agents, or creating research automation workflows. Supports patterns like Prompt-Defined Agent, Orchestrated Pipeline, Filesystem Data Bus, and Verifiable Data Lineage
Help the user decide what to charge and how to package it: the value metric, the tiers, the free-to-paid line, and finding the actual number. Use when the user is guessing at a price, priced too cheap and can't change it, is stuck on free vs paid, or believes "developers won't pay" so never charges.
Implement rate limiting to prevent brute force attacks, spam, and resource abuse. Use this skill when you need to protect endpoints from automated attacks, prevent API abuse, limit request frequency, or control infrastructure costs. Triggers include "rate limiting", "rate limit", "brute force", "prevent spam", "API abuse", "resource exhaustion", "DoS", "withRateLimit", "too many requests", "429 error".
Generate prompts for music videos and beat-synced visuals for Seedance 2.0 (Higgsfield). Use when users want to create music videos, lyric videos, beat-synced visuals, performance videos, concert visuals, animated album art, or music-driven visual content. Triggers include music videos, lyric videos, beat syncing, music visualizers, performance videos, concert visuals, album visuals, song videos, music edits, beat-drop visuals, rhythm syncing, or any music-driven video request. Also applies to requests like “make visuals for my song” or “a video for this track.”
Clarify requirements and generate a reviewable creative brief for a single piece of content or multi-platform self-media content. Use when the user provides only a one-line topic, a link, source material, a product, or vague creative requirements and needs to confirm the target audience, content goals, core judgment, angle, depth, tone, evidence, boundaries, and platform differences. Do not use for pure data analysis, revisions after the direction is confirmed, or fine-tuning details.
Turn account positioning and business goals into an actionable social media content strategy. Use for launching an account, repositioning, setting content mix, planning series, building a topic pool, scheduling weekly or monthly content calendars, assessing capacity, and defining platform roles. Do not use this Skill for writing a single post or reviewing data alone.
Server-side API endpoints using the server property on createFileRoute, HTTP method handlers (GET, POST, PUT, DELETE), createHandlers for per-handler middleware, handler context (request, params, context), request body parsing, response helpers, file naming for API routes.
Generate a structured handoff document capturing current progress, open tasks, key decisions, and context needed to resume work. Use when ending a session, saying "continue later", "save progress", "session summary", or "pick up where I left off".
Generate interactive presentation slides using React + Tailwind, and export to standalone single-file HTML. Triggers on keywords like "slides", "presentation", "PPT", "demo", "benchmark", or when user requests export. Uses agent-browser skill for browser verification before export (install with `npx skills add vercel-labs/agent-browser` if not available).
Use when building a SaaS / multi-tenant platform on Spree 6 with the Enterprise `spree_multi_tenant` gem — many isolated merchants on one deployment, each with its own stores, catalog, customers and orders. Covers licensing and install (`spree_enterprise:install`, `spree_multi_tenant:install`), `Spree::Tenant` and row-level `tenant_id` isolation, `SpreeMultiTenant::Base`, `with_tenant` / `without_tenant`, console tenant context, `insert_all`/`upsert_all` pitfalls, background jobs, `Spree.root_domain`, cookie domain and host authorization, global staff vs per-tenant customers. Common phrasings include "multi-tenant Spree", "SaaS on Spree", "each merchant gets a subdomain", "tenant isolation", "records leaking between tenants", "set the tenant in the console", "Blocked hosts lvh.me".
Use when upgrading a Spree 5.x application to Spree 6.0, or when fixing code that broke after that upgrade. Common phrasings include "upgrade to Spree 6", "migrate from 5.6 to 6.0", "Spree 6 breaking changes", "checkout_flow / state machine is gone", "Spree::Adjustment not found", "master variant removed", "PermissionSets NameError", "staff locked out after upgrade", "what replaced Shipment / Taxon / ReturnAuthorization / metafields", "spree_admin gem not found". Covers preconditions (5.6 first, Rails 8.1, Gemfile swaps, roles as data), the ordered 5.6 → 6.0 data backfills, grep recipes for code that must change, and the behavioral review checklist.
Complete guide to Squads Protocol, Solana's leading smart account and multisig infrastructure. Covers Squads V4 Multisig for team treasury management, Smart Account Program for account abstraction and programmable wallets, and Grid for stablecoin rails and fintech infrastructure.
Implement and customize themes for Syncfusion WPF controls using SfSkinManager. Apply built-in themes (Windows 11, Fluent, Material, Office 2019), create custom themes with Theme Studio, and control visual effects like reveal animations and acrylic backgrounds. Use this skill whenever user needs to theme WPF applications, apply Syncfusion themes, customize colors/fonts, or configure theme-based visual effects and accessibility features.
Build modern, interactive terminal user interfaces with Textual. Use when creating command-line applications, dashboard tools, monitoring interfaces, data viewers, or any terminal-based UI. Covers architecture, widgets, layouts, styling, event handling, reactive programming, workers for background tasks, and testing patterns.
Choose the right Twilio number type and sender before building. Covers phone numbers (local, toll-free, short code, mobile), alphanumeric sender IDs, WhatsApp senders, RCS agents, international availability, and regulatory bundles. Each number type has its own compliance program—choosing wrong means rebuilding. Use this skill first.
Privacy and shielded transactions on Base via Veil Cash (veil.cash). Deposit ETH or USDC into private pools, withdraw/transfer privately using ZK proofs. Manage Veil keypairs, check private/queue balances across all pools, and submit deposits via Bankr. Use when the user wants anonymous or private transactions, shielded transfers, or ZK-based privacy on Base.
Build real-time Indic voice agents with Sarvam STT/TTS/LLM on LiveKit or Pipecat (Python), plus JS/TS custom-pipeline notes. Use this skill when creating phone bots, IVR, or always-on conversational voice apps. For one-shot in-chat voice reply or dubbing via MCP, use sarvam-mcp instead.
Expert guidance for SQLite-per-tenant Rails apps using the Basecamp activerecord-tenanted gem. Use when adding multi-tenancy, tenant databases, GlobalRecord, ApplicationRecord.with_tenant, Current.tenant, Current.account, shard swapping, db/global_migrate, or per-tenant SQLite. Do not use for Nebula-style acts_as_tenant row scoping or Fizzy same-database path tenancy.
"Archive clippings" visual style + first/last-frame chaining method. Full-bleed ivory paper, monochrome black-and-white printing, a single dark brick red; first produce a series of distinct reference images, then use each adjacent pair as first and last frames to generate shots whose joints fit seamlessly. Not tied to any specific model — any video tool that supports first and last frames will work. Use when the user wants a short film in archival-clipping, paper-collage, or editorial-design style, or wants continuous storyboards built from first and last frames.
Audits Python libraries for security vulnerabilities using Bandit, pip-audit, Semgrep, and detect-secrets. Identifies SQL injection, command injection, hardcoded credentials, secrets exposed through tracebacks, weak cryptography, and insecure deserialization. Use when reviewing library security, setting up security scanning in CI, or implementing secure coding patterns
Use when implementing in-app purchases, StoreKit 2, subscriptions, or transaction handling - testing-first workflow with .storekit configuration, StoreManager architecture, transaction verification, subscription management, and restore purchases for consumables, non-consumables, and auto-renewable subscriptions
Reference — Comprehensive SwiftUI navigation guide covering NavigationStack (iOS 16+), NavigationSplitView (iOS 16+), NavigationPath, deep linking, state restoration, Tab+Navigation integration (iOS 18+), Liquid Glass navigation (iOS 26+), and coordinator patterns
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.