Skills
100,928 packaged capabilities and playbooks for agents. Install any of them with one command.
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Converts documents, outlines, or notes into self-contained HTML slide decks with horizontal (Reveal.js) or vertical scroll navigation and multiple themes. Triggers on: "create a presentation", "slide deck", "pitch deck", "HTML presentation", "web-based slides", "reveal.js deck", "convert document into slides".
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing pages, dashboards, product UI, app shells, components, forms, settings, onboarding, and empty states. Handles UX review, visual hierarchy, information architecture, cognitive load, accessibility, performance, responsive behavior, theming, anti-patterns, typography, fonts, spacing, layout, alignment, color, motion, micro-interactions, UX copy, error states, edge cases, i18n, and reusable design systems or tokens. Also use for bland designs that need to become bolder or more delightful, loud designs that should become quieter, live browser iteration on UI elements, or ambitious visual effects that should feel technically extraordinary. Not for backend-only or non-UI tasks.
Senior Legal Counsel with 20+ years experience in corporate law. Use for legal advice, contract drafting, compliance checks, data protection (GDPR/CCPA), employment law, or risk assessment. Auto-triggers penalty warnings and statute citations. Adapts to the user's jurisdiction by loading the matching reference (e.g. UK / English & Welsh law, persona Alex) from references/.
Generate multiple sequence alignments (MSAs) for protein sequences using the ColabFold MSA-Search NIM. Use for homolog searches, UniRef30/ColabFold environment searches, A3M or FASTA alignments, paired MSA searches for complexes, PDB70 structural templates, hosted NVIDIA API calls, or local Docker deployment. For local deployment, download databases in parallel with aria2c and launch via NIM_MODEL_NAME (the recommended fast path, ~14 min vs. over 80 min for the built-in downloader); a plain docker run uses the slow built-in downloader.
Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type.
Build and operate multi-agent workflows with OpenAI Agents SDK (Python): define agents/tools/handoffs, add guardrails, run conversations, and debug orchestration behavior. Use when users ask for agent orchestration with OpenAI-native patterns, handoff routing, or production-ready agent loops.
Operate Payload CMS (Next.js-native headless CMS) in repo workflows: bootstrap a Payload app, configure collections/globals, run local dev + migrations, and ship safe content-model changes. Use when the request mentions Payload CMS, payload config, collection schema, admin panel, or Next.js + headless CMS integration.
Analyze marketing performance with key metrics, trend analysis, and optimization recommendations. Use when building performance reports, reviewing campaign results, analyzing channel metrics (email, social, paid, SEO), or identifying what's working and what needs improvement.
Pongfi Research is a cross-platform social media research skill for any industry. It dynamically discovers and invokes TikHub MCP / public social data tools to identify trends, break down subcategories, research competitors, audit accounts, analyze viral content, uncover needs in comments, identify content gaps, compare platforms, and develop data-driven topics for industries, categories, brands, products, people, accounts, or topics. Supports public social platform data from Douyin, TikTok, Xiaohongshu, Instagram, YouTube, X, Weibo, Bilibili, Reddit, Kuaishou, Zhihu, WeChat, LinkedIn, Threads, and more.
Printing Press CLI for Instacart. A natural-language Instacart CLI that talks directly to the web GraphQL API. Add items to your cart, search products, and manage carts across retailers without browser automation. It also caches your purchase history locally, so “add” resolves items you have bought before instead of guessing from live search. Trigger phrases: “install instacart”, “use instacart”, “run instacart”, “add X to my Safeway cart”, “what did I buy last time”, “order the usual”, “add my regulars to Costco”, “backfill my instacart history”, “sync my instacart orders”, “download my order history”, “save my instacart history locally”.
Turn a user’s script into a minimalist, tech-inspired, Jobs-style vertical HTML presentation in one click. Trigger this skill when the user wants to generate a PPT, presentation, Slides, or slideshow, or requests a tech, minimalist, or Jobs-style presentation. The output is a single runnable HTML file.
Develop or review put.io SDK and API client packages in TypeScript, Swift, Kotlin, and similar languages. Use in a put.io SDK repository or for put.io SDK conventions. Not for unrelated SDKs, browser-only put.io inspection, end-user application code, or putio CLI operations.
Use when creating tailored resumes for job applications - researches company/role, creates optimized templates, conducts branching experience discovery to surface undocumented skills, and generates professional multi-format resumes from user's resume library while maintaining factual integrity
Web scraping from TypeScript or JavaScript with the Scrapfly SDK (`scrapfly-sdk`). Use when the user asks to scrape a URL, bypass anti-bot protection, render JavaScript, capture screenshots, or extract structured data from Node.js, Deno, or Bun.
Use this skill whenever users mention “分身” or make any related request: create, view, edit, delete, evaluate, share, and manage Avatars; chat with your own or others’ Avatars; and handle regular Second Me user operations such as sign-in and registration, managing identity and appearance (Profile), materials (Note), and key memories (Key Memory).
Use when the user wants to post or schedule to YouTube, a Facebook Page or Mastodon through Publora. YouTube needs a video on every post, Facebook publishes to Pages only, Mastodon caps at 500 characters. Not for the platforms that have their own skill.
Main workflow for generating videos from SRT subtitles. Converts SRT subtitle files into Remotion video projects, automatically generates storyboards, creates scene components, and renders the final video. Use when the user wants to generate a Remotion video from an SRT subtitle file.
How episodic television actually gets made by a group (编剧室与制作现实) — merged from Goldberg & Rabkin (pitch as audition, leave-behind, cracking the story, beat sheet, notes discipline, production rewrites), Pamela Douglas (John Wells's room, staff-from-hell mistakes, the seven-rung ladder, step deal, the 14-day draft), Neil Landau's showrunner interviews (Lindelof, Mazzara, Katims, Bays), Evan Smith on sitcom staffing and roundtables, Richard Blum (dated), Kam Miller, and first-hand accounts by David Chase, Jesse Armstrong, Lucy Prebble, Aaron Sorkin, Julian Fellowes and Phoebe Waller-Bridge. Use when joining or running a writers' room, breaking an episode with a group, writing a leave-behind, beat sheet or outline on deadline, pitching episode ideas to an existing series, writing a spec episode, taking or giving notes, rewriting because of money, actors or locations, choosing between a staffed room and a single-author process, or asking 什么是 showrunner／编剧室怎么运作／怎么接 note.
Use when indexes are inconsistent, orphans are detected, after bulk changes to team-ai-directives, or for periodic directives health validation; --build-to-delete proposes rules the model no longer needs; --validate-drafts validates draft files in .adlc/drafts/ without modifying them.
Use when drafting or revising internal technical design docs, review notes, architecture writeups, or sharing posts in Chinese, especially when the tone should stay evidence-backed, calm, and suitable for peers or leaders rather than marketing or literary writing.
Force the states a happy-path run never reaches (a failing API, an empty list, a slow request, a timeout, an expired session, a toast that auto-dismisses) and check the UI actually handles them. Use when error handling was written but never run, when a loading or empty state needs verifying, when a bug only happens on a slow connection, or when a timer, poll, debounce or retry needs testing without sleeping.
Find and evaluate research datasets for any scientific question. Maps research questions to required study designs (longitudinal vs cross-sectional, observational vs experimental, single-cohort vs multi-cohort). Use when the user asks 'find data about X', 'where can I get data on Y', or needs a specific cohort/survey/repository. Covers GEO, ArrayExpress, dbGaP, NHANES, UK Biobank, ClinicalTrials.gov, GWAS Catalog, and 30+ scientific repositories.
Analyze and instrument repositories for Traceway observability. Use when the user wants to plan, add, migrate, or verify Traceway or OpenTelemetry monitoring for backend, browser, full-stack, mobile or iOS, or AI-agent software, including project topology and user-approved setup-plan creation. Backends use OTLP/HTTP; browser frontends and independently released mobile clients use separate Traceway SDK projects. Accept either an existing project token and instance URL or an organization setup token (`tws_...`) and URL; with no token, analyze first and guide setup-token acquisition. Treat any `tws_` token as a setup token.
Convert a MuleSoft Agent Network V1 project (`schemaVersion: 1.0.0`) into a V2 project (`agentNetwork: 2.0.0`). Each V1 broker becomes a V2 broker with one orchestrator node — no graph splitting, no prompt rewriting. Use when the user asks to upgrade, convert, migrate, translate, or port an Agent Network / Agent Broker / Daisy planner from V1 to V2, or whenever the working folder contains a V1 `agent-network.yaml`.
Visual design for videos: colour by act, type scale, chart and layout rules for 16:9 and 9:16 scenes, a design.md handoff that any design skill can fill, and a contact-sheet critique of the render. Use when designing or refining how a video looks (title cards, data scenes, slides, a whole video's palette), when a scene looks generic or busy, when choosing colours for a video, or when /design or /scene-review asks for visual work. Works on its own with a brand, or takes direction from a design source such as taste-skill, Anthropic's frontend-design, or the user's own design skill
Generate a Wren MDL project by exploring a database with available tools (SQLAlchemy, database drivers, MCP connectors, or raw SQL). Guides agents through schema discovery, type normalization, and MDL YAML generation using the wren CLI. Use when: user wants to create or set up a new MDL, onboard a new data source, or scaffold a project from an existing database.
Writes, edits, reviews, or improves concise titles, bodies, and comments for issues, pull requests, and merge requests on GitHub and GitLab, and for work items (tickets, stories, tasks, epics) on Jira, Linear, and similar issue and project trackers.
Analyze application logs from the .evlog/logs/ directory. Use when debugging errors, investigating slow requests, understanding request patterns, or answering questions about application behavior. Reads structured NDJSON wide events written by evlog's file system drain.
Use when the user asks to create, write, generate, modify, update, fix, or validate an API Governance ruleset (Validation Profile). Covers governance rules for OpenAPI, RAML, AsyncAPI, MCP servers, Anypoint API instances, and API projects. Trigger phrases include “governance ruleset,” “validation profile,” “governance rule,” “API conformance,” “enforce policy,” “create ruleset,” and “validate ruleset.”
CesiumJS materials and post-processing — Material, Fabric JSON, MaterialAppearance, ImageBasedLighting, PostProcessStage, PostProcessStageLibrary, bloom, depth of field, ambient occlusion, FXAA, tonemapping, BlendingState. Use when defining Fabric materials for entities or primitives, configuring PBR image-based lighting, or adding screen-space post-processing effects.
Expert in Cilium eBPF-based networking and security for Kubernetes. Use for CNI setup, network policies (L3/L4/L7), service mesh, Hubble observability, zero-trust security, and cluster-wide network troubleshooting. Specializes in high-performance, secure cluster networking.
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.