Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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Aging biology, cellular senescence, and longevity research. Covers senescence markers (p16/CDKN2A, SASP, SA-beta-gal), aging hallmarks, senolytic drug discovery (dasatinib+quercetin, fisetin, navitoclax), epigenetic clocks, telomere biology, and longevity GWAS. Use for senescence-pathway analysis, age-related disease genetics, senolytic-target discovery, and centenarian-genetics queries. Distinguishes correlative from causal evidence (knockout, intervention).
Cancer cell-line selection and profiling for experimental model choice. Cross-references DepMap, Cellosaurus, COSMIC, and PharmacoDB to provide identity verification, mutation/CNV profiles, gene dependencies, drug sensitivities, and druggable targets. Use to answer “Which cell line should I use for studying gene X?” or “Is this cell line a good model for cancer Y?” Outputs ranked recommendations with rationale, growth characteristics, and known pitfalls.
Twitter/X thread writing with hook tweets, thread structure, and engagement optimization. Covers tweet formatting, character limits, media attachments, and posting strategies. Use for: Twitter threads, X posts, tweet storms, Twitter content, social media writing. Triggers: twitter thread, tweet thread, x thread, twitter post, tweet writing, thread creation, tweet storm, twitter content, x post, twitter writing, twitter hook, tweet formatting, thread structure
Critiques a screen, flow, prototype or running build against agreed criteria, accessibility included, and ranks findings by severity. Use for "check this page before I ship", "is this flow ready", "is it accessible", keyboard or screen-reader checks, "it feels off on my phone", "it feels janky", or a second read on UI. A whole-app ship check goes to design-system-boss, token compliance to token-mapping.
Use when designing, building, or refining frontend UI/UX: layouts, components, visual systems, typography, color, and UX patterns for websites, landing pages, dashboards, and product interfaces. Provides searchable styles, palettes, font pairings, charts, and stack best practices (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind).
Query current conditions and 1–10 day weather forecasts for cities, counties, districts, or coordinates in China, including temperature, apparent temperature, humidity, precipitation, wind, UV, sunrise, and sunset. Use when users ask in Chinese or English about today's weather, tomorrow's weather, rain, temperature, travel conditions, or multi-day forecasts for locations in mainland China, Hong Kong, Macao, or Taiwan. No API key is required
Use this skill to automate sending WeChat messages with scripts on macOS/Windows. Use it when the user asks to “send a WeChat message,” “message a WeChat friend,” “send WeChat messages automatically,” or “post in a WeChat group,” or mentions “wechat message” or “WeChat automation.” macOS uses AppleScript + cliclick; Windows uses PowerShell. Choose the appropriate script for the platform.
WordPress plugin development workflow covering plugin architecture, hooks, admin interfaces, REST API, security best practices, and WordPress 7.0 features: Real-Time Collaboration, AI Connectors, Abilities API, DataViews, and PHP-only blocks
This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound enumeration", "Golden Ticket", "Silver Ticket", "AS-REP roasting", "NTLM relay", or needs guidance on Windows domain penetration testing.
Access 50+ LLM models through AceDataCloud's unified chat APIs. Use when you need native Claude Messages, native Gemini audio analysis, OpenAI-compatible chat/responses calls, text embeddings for search or RAG, or stateful conversations and scheduled agent tasks across GPT, Claude, Gemini, Grok, Kimi, GLM, and DeepSeek models. Supports streaming, multimodal input, and tool calling.
Persists task and asset state across retries and DAG runs using Airflow 3.3's AIP-103 key/value stores (`task_state_store`, `asset_state_store`) and the crash-safe `ResumableJobMixin`. Use when the user asks about task state store, checkpointing in tasks, persisting state across retries, job IDs surviving worker crashes, watermarks, asset metadata, resumable tasks, crash-safe operators, or "what's new in Airflow 3.3". Also use proactively when reading a DAG that uses Variables or XCom for intra-task coordination state (flag the anti-pattern), or when reviewing any DAG that submits a job to an external system (Databricks, Snowflake, BigQuery, Redshift, Spark, dbt Cloud, EMR, AWS Batch, etc.) and waits for it to finish, whether as one submit-and-wait operator or split into submit + sensor/polling tasks; covers `wait_for_termination`, `deferrable`, `durable`, and hand-rolled polling sensors. State-persistence pieces require Airflow 3.3+; submit+poll architecture guidance applies on any version.
Alibaba Cloud Elasticsearch Instance & Config Management Skill. Use for managing the lifecycle of an Elasticsearch instance (create, query, list, restart, upgrade/downgrade, node info) and for managing instance-side config such as snapshot backup and analyzer dictionaries. Triggers: "elasticsearch", "ES instance", "elasticsearch instance", "create ES", "query ES instance", "restart ES", "ES node", "cluster node", "upgrade ES", "downgrade ES", "scale ES", "resize ES", "ES snapshot", "ES backup", "snapshot setting", "create snapshot", "ES dict", "IK dict", "hot dict", "synonyms dict", "aliws dict", "analyzer dictionary"
Deploy frontend assets to the IC. Covers certified assets, SPA routing with .ic-assets.json5, content encoding, and programmatic uploads. Use when hosting a frontend, deploying static files, or setting up SPA routing on IC. Do NOT use for canister-level code patterns or custom domain setup — use custom-domains instead.
Guide for writing ast-grep rules to perform structural code search and analysis. Use when users need to search codebases using Abstract Syntax Tree (AST) patterns, find specific code structures, or perform complex code queries that go beyond simple text search. This skill should be used when users ask to search for code patterns, find specific language constructs, or locate code with particular structural characteristics.
Backtrader is an open-source quantitative backtesting framework, implemented entirely in Python. It supports multiple data sources, strategies, and timeframes, as well as live trading. Use when users need to develop quantitative strategies, analyze backtests, write trading logic, optimize backtesting parameters, or mention backtrader or quantitative backtesting frameworks. If users only need data retrieval and do not need backtesting, direct them to data Skills such as baostock/akshare/tushare.
Manage files on Baidu Netdisk. Supports uploading, downloading, saving to Netdisk, sharing, searching, moving, copying, renaming, and creating folders. Trigger when the user mentions “百度网盘,” “bdpan,” or “网盘” in connection with file operations.
Design Canvas-ready components with slots and decomposition-first patterns. Use when (1) designing a component’s prop/slot structure, (2) a component is growing too large, (3) deciding between props and slots, (4) refactoring monolithic components, (5) modeling repeatable list/grid content, or (6) reusing, composing, or wrapping existing workspace components. Ensures Canvas compatibility.
Expert in Confluence operations using Atlassian MCP. Use when the user says "search Confluence", "create a Confluence page", "update a page", "find documentation in Confluence", "list spaces", or "add a comment to a page". Do NOT use for Jira issues, general web search, or local file creation.
Expert customer lifecycle marketing guidance for retention, expansion, and advocacy. Use when designing onboarding programs, creating upsell strategies, preventing churn, building referral programs, or writing customer success content. Use for NPS programs, win-back campaigns, customer segmentation, and lifecycle email sequences
Guided DatoCMS setup: inspects the project, asks only what it can't infer, proposes a plan, and changes nothing until the user agrees. For setting DatoCMS up in a site or repo (previews and visual editing, caching, content rendering, SEO, search, CLI and migrations, releases, multi-project sync, webhooks, build triggers, WordPress or Contentful imports) or starting a new DatoCMS site. Use when the user wants something set up end to end or wants to be walked through it; a single, already-specified code change belongs to the owning DatoCMS skill.
PlantUML diagram quality on the agent-uml collaborative canvas — three tiers: rendering safety (syntax that prevents HTTP 400 blank canvas), conversation mechanics (when to push a version vs ask a question, what to write in the message parameter), and design effectiveness (decomposition thresholds, cross-diagram traceability, export readiness). Trigger whenever calling agent-uml MCP tools (design_create, diagram_upsert, design_feedback, design_export) — even when the task seems simple, since a missing `as alias` makes elements un-annotatable and a skinparam mismatch makes diagrams unreadable.
A professional Dianping information lookup skill supporting merchant search, detail retrieval, rating extraction, city switching, and in-depth information queries. Use it when users need to look up merchant information, get store details, view ratings and reviews, switch cities, or retrieve other data from Dianping. Includes a complete dual-state login detection mechanism (logged in/not logged in), user guidance, and standardized operating procedures, and supports complete category rating extraction, including ingredient ratings. Adds dynamic cross-page search box positioning, automatic multi-tab management, business district lookup, and standardized user tag processing.
Eva Link standalone local workflow integration entry point. Handles existing Link calls, connecting prompts/SOPs/private methodologies to Eva, custom Links, and Link checks. Triggers: /eva-link, /eva-link-builder, /eva-link-diy, /eva-link-doctor, custom Eva-skill, make my own Link, connect prompts to Eva, check local Link, use one of my Links.
Eva-skill 2.5.0 shared support package. Install alongside eva, eva-teaching, eva-positioning, eva-think, eva-audience-finder, eva-create, eva-preflight, eva-learn, eva-brief, eva-link, eva-review, and eva-lens so sibling Eva skills can read shared schemas, references, examples, and validation scripts. Do not use directly for user tasks.
Eva Think 2.5.0 standalone entry point for thought partnering and diagnostics. Use for talking things through, organizing thoughts, untangling dilemmas, clarifying concepts, sorting content questions, calibrating the audience as needed during thinking or creative translation, using samples to support current thinking, checking ordinary text for AI-like qualities, light brainstorming, and saving, retrieving, reviewing, or backing up Eva data; extracting writing style, collecting persona materials, collecting facts about products and services, and diagnosing communication readiness. Also use to clarify confused customer-acquisition goals, fill in decisive business information, or plan a trust-building customer-acquisition content matrix. Hand independent benchmarking, analysis, and learning, as well as critique and explanation of the user's own drafts, to Eva Teaching. Do not take over explicit account/niche positioning, account-positioning reviews, the three homepage elements organized around positioning, coding, finance, file handling, fully specified customer-acquisition copy, or other specialized execution tasks. Triggers: /eva-think, /eva-reframe, /eva-memory, /eva-persona-memory, /eva-product-service, /eva-user-voice, /eva-ai-check, help me think, talk it through with me, my mind is a mess, help me look at this topic, AI-tone check, save this idea, retrieve idea cards, review Eva's memory bank, count memory cards/idea cards/persona cards/product and service cards/style cards, export Eva data, back up all Eva memory cards, package Eva data to the desktop, extract the tone of my social posts, my persona doesn't feel convincing, help me collect product and service information, organize what services I can offer, remember that I'll mainly provide this kind of consulting, broaden the audience or target client inquiries, unclear customer-acquisition goal, customer-acquisition product is unclear, plan a customer-acquisition content matrix. Only disambiguate bare requests such as "build a personal brand", "create a persona", or "build an IP" when /eva or /eva-persona-memory is explicitly invoked, Eva persona-material collection is named, the compatible phrase "persona collection" is used, or the current context is already Eva persona-material work; if the user explicitly chooses account positioning, hand off to eva-positioning. Collect product and service information only when the user explicitly wants to organize, remember, or reuse their own actual offerings; ordinary product analysis, third-party materials, customer service, contracts, CRM, and bare mentions of "product/service/consulting" do not trigger it. Do not take over ordinary file compression, routine project backups, or non-Eva data exports. When the user explicitly requests disciplinary brainstorming from a general entry point, Eva Lens handles it; if already in a Think conversation, shared disciplinary-brainstorming source material may be read as needed, then return to Think. When the user explicitly names the topic-audience finder or asks directly "what audience is behind this, who does it resonate with, who is it for?", the eva-audience-finder is the primary entry point.
When the user wants to build personal brand, thought leadership, or IP as a founder on Twitter/X or LinkedIn. Also use when the user mentions "founder brand", "personal content", "build audience", or "grow my following".
HTTP/REST API design for Go services: handlers, ServeMux routing, middleware, request validation, pagination, idempotency, health checks, error responses, and graceful shutdown. Use when designing APIs, writing HTTP handlers, implementing middleware, or structuring REST endpoints. Trigger examples: "design API", "REST endpoints", "HTTP handler", "middleware pattern", "graceful shutdown", "API versioning". Not for: gRPC services (go-grpc), spec-first OpenAPI work (go-openapi), general architecture (go-architecture-review), or concurrency in handlers (go-concurrency-review).
Read, search, triage, label, archive and send Gmail mail / threads / labels / attachments via the Gmail v1 REST API. Use when the user mentions Gmail, "my inbox", unread mail, recent emails from someone, summarising a thread, downloading an attachment, finding mail by label / query, archiving or labelling a thread, or drafting and sending a reply / new message.
Expert go-to-market strategist for SaaS applications. Use when planning GTM strategy, content strategy, social media strategy, personal brand development, business brand positioning, or channel selection. Covers LinkedIn, X/Twitter, TikTok, YouTube, and multi-channel distribution. Use for launch planning, audience building, founder-led marketing, and growth strategy.
Implement cross-cutting Hotwire UX feedback patterns: loading states, busy indicators, progress bars, optimistic UI, render interception, and view/page transitions. Prefer this skill when the core goal is perceived performance and user feedback, independent of a single feature domain. Use hwc-forms-validation for form correctness and validation behavior, hwc-navigation-content for navigation/history/cache mechanics, hwc-realtime-streaming for push/stream orchestration, hwc-media-content for media-specific behavior, and hwc-stimulus-fundamentals for base Stimulus API questions.
Single-image generation skill for posters, key art, and editorial illustrations. Defaults to gpt-image-2 but is provider-agnostic — the same workflow drives Flux, Imagen, or Midjourney via the active upstream tooling. Output is one or more PNG/JPEG files saved to the project folder.
Sets up and manages ClickHouse using the clickhousectl CLI—installs and runs a local ClickHouse server for development, and creates managed ClickHouse Cloud services for production (authentication, service creation, schema migration, application connection). Use when the user wants to build an application with ClickHouse, set up a local ClickHouse dev environment, create tables and start querying, deploy ClickHouse to production or ClickHouse Cloud, or migrate from a local setup to the cloud.
End-to-end Initia development and operations guide. Use when asked to build Initia smart contracts (MoveVM/WasmVM/EVM), build React frontends (InterwovenKit or EVM direct JSON-RPC), launch or operate Interwoven Rollups with Weave CLI, or debug appchain/transaction integration across these layers.
“Invert, always invert.” Apply Carl Jacobi's mathematical principle and Charlie Munger's investing wisdom to solve problems by thinking backward from failure. Use when: **Goal setting** - Define what would guarantee failure, then avoid it; **Risk analysis** - Identify what could destroy your project before starting; **Decision making** - Evaluate choices by examining their worst outcomes; **Problem solving** - When direct approaches aren't working, reverse the question; **Strategy development...
When the user wants to identify, evaluate, or prioritize potential investors for a fundraising round. Also activates when the user asks "who should I pitch?", "find me investors", "build an investor list", or mentions VC/angel targeting.
JavaScript/TypeScript SDK for inference.sh - run AI apps, build agents, integrate with all models. Package: @inferencesh/sdk (npm install). Full TypeScript support, streaming, file uploads. Build agents with template or ad-hoc patterns, tool builder API, skills, human approval. Use for: JavaScript integration, TypeScript, Node.js, React, Next.js, frontend apps. Triggers: javascript sdk, typescript sdk, npm install, node.js api, js client, react ai, next.js ai, frontend sdk, @inferencesh/sdk, typescript agent, browser sdk, js integration
LinkedIn post writing with hook formulas, formatting rules, and engagement patterns. Covers post types, algorithm signals, character limits, and content pillars. Use for: LinkedIn posts, professional content, thought leadership, B2B content, personal branding. Triggers: linkedin post, linkedin content, linkedin writing, linkedin strategy, linkedin engagement, linkedin algorithm, linkedin hook, linkedin formatting, thought leadership, professional content, b2b content, linkedin growth
Generate LinkedIn content graphics using each::sense AI. Create professional post images, article headers, company banners, event promotions, thought leadership visuals, and personal brand content optimized for LinkedIn's professional audience.
Amazon niche market review analysis and consumer sentiment insights. Trigger this skill when the user mentions niche market review analysis, consumer sentiment, customer pain points, customer feedback insights, review topic analysis, positive/negative review breakdowns, niche market opinion mining, product review sentiment analysis, niche market reviews, consumer sentiment, customer pain points, review topic analysis, positive/negative reviews, opinion mining, or Jiimore data. Trigger even if the user does not explicitly mention “niche market reviews,” as long as they want to analyze consumer reviews in an Amazon niche market or understand customer sentiment at the niche-market level.
Seerfar Ozon keyword reverse lookup: Reverse-search Ozon (and Wildberries) search keywords for a list of up to 20 product SKUs, showing which search terms these products appear under (organic/advertising). Filter by multiple dimensions, including search popularity, growth, product count, seller count, competitor count, organic rank, ad rank, impressions, conversions, and add-to-cart conversion. Each keyword includes a market profile with monthly search popularity, growth, market potential, competitor/seller counts, average price, add-to-cart conversion, top products, and organic/ad channels, rankings, impressions, and conversions (dimension). Use for Ozon keyword reverse lookup, Listing keyword optimization, competitor traffic keyword discovery, and ad keyword analysis. Trigger this skill when the user mentions Ozon keyword reverse lookup, Ozon reverse keyword lookup, Ozon SKU reverse lookup, Ozon product traffic keywords, Ozon competitor-converting keywords, Ozon organic/ad keyword lookup, Seerfar Ozon, Ozon keyword back search, Ozon reverse keyword lookup, or Ozon SKU keyword reverse. Even if the user does not explicitly mention “Seerfar,” trigger this skill whenever they intend to reverse-search Ozon search keywords by product SKU and view market profiles.
Shopee MediaSpace upload (same series as linkfox-shopee-store-auth). Upload images through the dedicated /shopee/uploadMediaSpaceImage endpoint; other MediaSpace JSON APIs are forwarded through /shopee/developerProxy. Trigger when the user mentions uploading Shopee images or videos, media_space, upload_image, chunked video uploads, or retrieving a Shopee image ID/URL.
Shopee store payments and settlements (same series as linkfox-shopee-store-auth), forwarding all 18 endpoints in the Shopee Open API Payment module through /shopee/developerProxy, including get_escrow_detail, get_escrow_list, get_payout_detail, get_wallet_transaction_list, get_income_overview, and generate_income_report. Trigger when the user mentions Shopee payments, settlements, escrow, payouts, wallet transactions, income reports, installment payments, or get_escrow_detail. Trigger even without an explicit mention of “payments” if the request involves settlement, payout, or income queries for an authorized Shopee store.
Filter Shopify independent-store products by multiple criteria, including keyword/URL, price, weekly sales, listing date, Facebook ads, competition, product sourcing availability, and shipping country. Trigger when the user mentions Shopify products, Shopify product selection, independent-store product selection, Shopify bestsellers, Shopify dropshipping, stocking an independent store, Facebook ad products, Shopify product query, or shopify items. Trigger even if the user does not mention the tool name, as long as they want to search products on a Shopify store, check weekly sales/revenue or competition, or filter products.
Filter Temu stores by multiple criteria, including store name/ID, country site, backend category, full or semi-managed status, total/weekly/monthly sales and revenue, ratings, reviews, followers, product count, and opening date. Trigger when the user mentions Temu stores, Temu store analysis, Temu seller, Temu store rankings, Temu semi-managed stores, Temu sales revenue, temu stores, or Temu store query. Trigger even if the user does not mention the tool name, as long as they want to find stores on Temu, filter store data, or analyze store performance.
Web search, online lookups, real-time information retrieval, search engine research, discussions on community platforms such as Reddit, and posts and trending topics on external sites. Trigger when the user wants to find the latest information online, recent news or trends, real-time data, research a topic through a search engine, browse Reddit or community discussions, discover posts or trending topics on external sites, or access any online content, including web search, online lookup, real-time information, news search, Reddit, trending topics, or search engine. Trigger even if the user does not explicitly say “search,” as long as they want real-time web information or to verify current facts.
Retrieve patent specification (description) data from the PatSnap patent database using a patent ID or publication number. Trigger when the user mentions patent specifications, full patent text, patent technical descriptions, embodiment details, PatSnap specification data, patent specification, patent full text, technical description, embodiment details, PatSnap, or patent detailed description. Trigger even if the user does not explicitly mention “PatSnap,” as long as they want to view the full specification or description for one or more patents.
Expert LLC operations management for ID8Labs LLC (Florida single-member LLC). 9 specialized agents providing PhD-level expertise in compliance, tax strategy, asset protection, and business operations. Triggers on keywords like LLC, taxes, expenses, annual report, EIN, compliance, bookkeeping, deductions, filing, sunbiz, quarterly, S-Corp, retirement, audit, insurance, cash flow, mentor, teach, learn
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.