Skills
98,639 packaged capabilities and playbooks for agents. Install any of them with one command.
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Generate interactive 3D zoning envelope viewers from zoning analysis reports. Use when the user asks to "visualize the zoning envelope" or see buildable massing in 3D, typically after /as:zoning-analysis-nyc. Requires a zoning analysis report as input.
Search a library of 4,600+ AI motion graphics with their prompts and 2,100+ video-editor presets before building any motion graphic or video edit from scratch. Use whenever the user wants styled captions on video (karaoke, word-by-word, TikTok, Reels, Shorts), hooks, kinetic typography, titles, lower thirds, text behind the subject, transitions, colour grades and film looks, split-screen layouts, font pairings, logo reveals, intros, product launch videos or explainer videos, in HyperFrames, Remotion or HTML, even if they only say make or build and never ask for examples. Returns ready presets that one MIT engine renders as a pure function of time, real examples with prompts and creator credit, and 40 explainer styles with starter prompts. Not for converting, trimming or transcribing video files or fixing a framework install.
Complete, populate and fill out 3-statement financial model templates (Income Statement, Balance Sheet, Cash Flow Statement). Use when asked to fill out model templates, complete existing model frameworks, populate financial models with data, complete a partially filled IS/BS/CF framework, or link integrated financial statements within an existing template structure. Triggers include requests to fill in, complete, or populate a 3-statement model template
Expert in building 3D experiences for the web using Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and adding depth to web experiences. Use for: 3D websites, three.js, WebGL, react three fiber, and 3D experiences
Deploy and manage apps on 9pm.ai with the public 9pm CLI. Use when a user asks to deploy an app, inspect app compatibility for 9pm.ai, create a hosted app, configure app access, use managed storage, set environment variables or secrets, regenerate deployment commands, or delete a 9pm.ai app.
Build matched ad audiences (LinkedIn/Meta/Google) and ABM target lists from your prospect data, and use ad engagement as outbound triggers — through the ColdIQ marketplace. Use when turning a target list into a hashed-email matched audience for ads, building ABM company/contact lists, setting up exclusions, coordinating ads with outbound (ad engagement → sales trigger), or resolving identities for ad targeting. Triggers on "ad audience", "matched audience", "hashed email", "LinkedIn audience", "ABM list", "retargeting", "exclusion list", "ads + outbound", "ad engagement trigger", "multi-channel ABM", "company list for ads". Do NOT use for ad creative, bidding, or campaign-manager setup (platform-specific, no ColdIQ endpoint), or for email-sending campaigns (see instantly-api).
Create or update Architecture Decision Records (ADRs) in docs/adr/. Activate whenever the user wants to document, record, update, or change the status of an architectural decision — even if they don't use the word "ADR". Phrases that trigger this skill: "registrar decisión", "documentar por qué usamos X", "dejar constancia de esta elección técnica", "decision record", "cambiar ADR a Accepted", "marcar como Superseded", "crear ADR", "actualizar ADR", "nuevo ADR", "ADR-XXX". Also use when the user describes an architectural tension that should be documented.
Operational buying-signal engine for B2B service agencies (BIM/MEP, custom dev, GIS, AI/SaaS engineering outsourcing). Covers the operational half of signal-based outbound: how to detect a signal (which tool, Clay credit cost), when it expires (freshness and decay windows), how to score and prioritize accounts (recency multipliers, multi-signal stacking, heat tiers with SLAs), and what to do when it fires (signal-to-action plays). Use for detecting buying signals; which tool finds which signal; Clay cost per signal; signal freshness, decay, and timing; signal scoring; heat-tier SLAs; signal-to-action plays; visitor-tracking and intent tools (RB2B, Trigify, Common Room, Bombora, Koala, Warmly, 6sense, with EU/GDPR and agency-budget caveats); or "how do we operationalize signal X". Pairs with the strategy layer (which signal x ICP x offer to test). Do NOT use it to invent the signal list (hypo-generator's signals-catalog) or write outreach copy (sequence-writer)
Create, edit, and wire up agenix-encrypted secrets in this dotfiles repo. Use when adding API keys, tokens, credentials, passwords, or any sensitive values to NixOS host configs. Trigger phrases: "add a secret", "encrypt with agenix", "new age secret", "hide this value", "agenix secret".
Generate a documentation pack for a .NET repository so AI coding agents can reason about it — AGENTS.md, architecture, ADRs, data model, infrastructure, plus a `docs/dotnet.md` deep-dive covering the solution/project graph, target frameworks, EF Core data access, DI, configuration & secrets, analyzers, and CI. Invoke with `/arkandia:agent-context-dotnet [en|es]`.
Installs agentic guardrails into a Python repo — Claude Code hooks, a Stop gate that signs off only what pre-commit accepts, vetted public skills — and troubleshoots hooks that don't fire or block. Use for 'add Claude Code hooks', 'write an AGENTS.md', 'make this repo agent-ready', 'agent keeps bypassing checks', 'agent says done but pre-commit fails'. Not for authoring the pre-commit config.
Add persistent memory to AI coding agents — file-based, vector, and semantic search memory systems that survive between sessions. Use when a user asks to "remember this", "add memory to my agent", "persist context between sessions", "build a knowledge base for my agent", "set up agent memory", or "make my AI remember things". Covers file-based memory (MEMORY.md), SQLite with embeddings, vector databases (ChromaDB, Pinecone), semantic search, memory consolidation, and automatic context injection.
Use when working on BK-CI Agent build-machine-side capabilities, such as the daemon, heartbeat, Ask polling, task launching, upgrade updates, and collaboration with Dispatch/Worker. Prefer this when the user wants to change build-machine host-side behavior rather than Worker execution details.
LOAD THIS SKILL when: using CLI wrapper tools (gh-tool, observability-tool, db-tool, k8s-tool, az-tool, azdo-tool, logs-tool, session-tool, api-tool, api-proxy), working with observability, databases, GitHub PRs, Kubernetes, Azure platform resources, Azure DevOps, or application logs. Contains tool overview, usage patterns, and project-specific aliases.
Generate AGENTS.md and CLAUDE.md files for a repository. AGENTS.md provides cross-tool agent instructions (supported by Claude Code, Cursor, Windsurf, Zed, Codex, and others). CLAUDE.md adds Claude-specific configuration and references AGENTS.md via @import. Use when a repo needs agent onboarding or when starting a new project.
Data security testing methodology for AI systems. Triggered when assessing data leakage risk in LLM/AI systems, training data security, or the data integrity of RAG/vector stores. Covers: System Prompt leakage (meta-prompt/role-play/keyword localization), training data inference and extraction, membership inference attacks, model inversion attacks, RAG data poisoning, API information leakage, cascading hallucination attacks, and information leakage from external data sources.
Expert patterns for AI-powered image editing including inpainting, outpainting, ControlNet, image-to-image, and API integration with Replicate, Stability AI, and FalUse when "ai image editing, inpainting, outpainting, controlnet, image to image, remove object from image, extend image, flux inpaint, sdxl editing, image-editing, inpainting, outpainting, controlnet, stable-diffusion, flux, replicate, stability-ai, comfyui" mentioned.
Generate professional AI product photography and commercial images. Models: FLUX, Imagen 3, Grok, Seedream for product shots, lifestyle images, mockups. Capabilities: studio lighting, lifestyle scenes, packaging, e-commerce photos. Use for: e-commerce, Amazon listings, Shopify, marketing, advertising, mockups. Triggers: product photography, product shot, commercial photography, e-commerce images, amazon product photo, shopify images, product mockup, studio product shot, lifestyle product image, advertising photo, packshot, product render, product image ai
Create AI-powered social media content for TikTok, Instagram, YouTube, Twitter/X. Generate: images, videos, reels, shorts, thumbnails, captions, hashtags. Tools: FLUX, Veo, Seedance, Wan, Kokoro TTS, Claude for copywriting. Use for: content creators, social media managers, influencers, brands. Triggers: social media content, tiktok, instagram reels, youtube shorts, twitter post, content creator, ai influencer, social content, reels, shorts, viral content, thumbnail generator, caption generator, hashtag generator, ugc content
Task management, progress tracking, work logs. Manage todos, update progress, record work logs, and generate standup reports via the ai-todo CLI. Trigger scenarios: the user mentions tasks/todos/progress/logs/standup/sprint/project management; after git commit/push/deploy/merge, record progress and complete the related tasks; create a task hierarchy when discussing feature planning or task breakdown. Invoke explicitly via /ai-todo.
Get polished edited clips ready to post, without touching a single slider. Upload your raw video footage (MP4, MOV, AVI, WebM, up to 500MB), say something like "cut the pauses, add transitions, and export a clean final video", and download 1080p MP4 when it's done. Built for freelance video editors and content creators who move fast and want to complete editing jobs faster without manual cuts and adjustments.
Proactively use AgentLoop Recall to retrieve prior Alibaba Cloud AgentLoop experience through the bundled SearchContext CLI whenever the user asks or implies that prior work may help. Trigger for requests to check, search, recall, retrieve, look up, review, consult, reference, or compare prior experience, historical troubleshooting cases, past fixes, comparable incidents, lessons learned, old runbooks, previous remediations, or successful workflows before or during work. Also trigger for Chinese requests such as 先查历史经验、回忆类似案例、召回过往排障记录、看看之前有没有处理过类似问题、参考以前怎么处理、找找之前的踩坑记录、翻一下历史排障、有没有类似经验、先看看过去的案例.
Alibaba Cloud Security Center (SAS) agent onboarding and management assistant. Use this skill when the user wants to onboard servers to Security Center, install the security agent, deploy cloud security protection, connect via proxy, troubleshoot agent offline or installation failures, create image templates with pre-installed agent, view Security Center version and expiration, check authorization quota, upgrade or switch server protection versions, toggle pay-as-you-go feature modules, uninstall the Security Center agent from a server, find servers with specific software installed (e.g. Nginx, MySQL, Redis), or detect security risks (vulnerability scanning, baseline checks, security alert queries).
Validate protein designs using AlphaFold2 structure prediction. Use this skill when: (1) Validating designed sequences fold correctly, (2) Predicting binder-target complex structures, (3) Calculating confidence metrics (pLDDT, pTM, ipTM), (4) Self-consistency validation of designs, (5) Multi-chain complex prediction with AlphaFold-Multimer. For faster single-chain prediction, use esm. For QC thresholds, use protein-qc.
This skill should be used when the user asks about "subtitles", "subtitling", "SRT file", "VTT file", "subtitle timing", "translation for film", "localization", "closed captions", "SDH", "act as a subtitle expert", "subtitle mode", "subtitle formatting", "subtitle translation", "accessibility captions", "subtitle synchronization", "burned-in subtitles", or needs expertise in SRT/VTT creation, subtitle timing, translation adaptation, and accessibility for film and video. Part of the AlterLab FC Skills collection (Cinema & Digital Media department).
This skill should be used when the user asks about "AI sound effects", "text to SFX", "generate sound effects", "ElevenLabs sound effects", "foley generation", "ambient sounds", "soundscape design", "AI foley", "sound design for film", "generate audio for video", "podcast sound effects", "game audio SFX", "act as a sound effects designer", "sound effects mode", "SFX prompting", or needs expertise in AI-generated sound effects, descriptive audio prompting, soundscape layering, and foley creation on ElevenLabs. Part of the AlterLab FC Skills collection (GenAI pack).
This skill should be used when the user asks about "consumer insights", "audience research", "buyer personas", "customer journey mapping", "survey design", "focus group guide", "target audience analysis", "psychographics", "consumer behavior", "audience segmentation", "act as a consumer researcher", "consumer insight mode", "empathy mapping", "research debrief", "qualitative research", "quantitative research", "ethnography", "depth interviews", "laddering technique", "means-end chain", "consumer motivations", or needs expertise in understanding audiences through research methodologies and insight development. Part of the AlterLab FC Skills collection (Public Relations & Advertising department).
This skill should be used when the user asks about "interview methodology", "semi-structured interview", "interview guide", "interview questions", "probing techniques", "interview transcription", "interview analysis", "narrative analysis", "phenomenological analysis", "IPA", "interpretive phenomenological analysis", "focus group", "focus group facilitation", "participant recruitment", "informed consent", "qualitative interviewing", "act as an interview analyst", "interview analyst mode", "interview coding", "thematic analysis of interviews", "member checking", "theoretical saturation", "purposive sampling", "snowball sampling", "interview protocol", "research interviews", "Braun and Clarke", "grounded theory coding", "framework analysis", "Labov narrative", or needs expertise in qualitative interview design, facilitation, and systematic analysis. Part of the AlterLab FC Skills collection (Research Methods & Academic Writing department).
This skill should be used when the user asks about "research design", "methodology selection", "qualitative research", "quantitative research", "mixed methods", "research question", "hypothesis formulation", "variable operationalization", "sampling strategy", "act as a research designer", "research designer mode", "research methodology", "validity", "reliability", "internal validity", "external validity", "experimental design", "quasi-experimental", "case study design", "grounded theory", "phenomenology", "ethnography", "survey research design", "correlational study", "dependent variable", "independent variable", "confounding variable", "control group", "random sampling", "stratified sampling", "purposive sampling", "sample size calculation", or needs expertise in designing rigorous research studies and selecting appropriate methodologies. Part of the AlterLab FC Skills collection (Research Methods & Academic Writing department).
This skill should be used when the user asks about "design critique", "design review", "portfolio review", "visual analysis", "design writing", "design criticism", "formal analysis", "semiotic analysis", "design history", "design essay", "act as a design critic", "design critic mode", "critique my design", "review my portfolio", "design feedback", "visual rhetoric", "design theory", "composition analysis", "typography critique", "layout analysis", "design principles evaluation", "Gestalt analysis", "design case study", "design presentation", "design rationale", "defend design decisions", or needs expertise in design critique, portfolio review, visual analysis, and design writing. Part of the AlterLab FC Skills collection (VCD department).
Structure vague opportunities and unclear briefs into actionable one-page problem statements. Use when asked to clarify a vague brief, frame an undefined problem, make sense of an unclear opportunity, or when the user says 'we need to figure out what to do about X' or 'I've been asked to look into Y'. Produces a structured problem brief with reframed questions, scoped boundaries, and a minimum viable research plan.
READ this skill when implementing or configuring animation-style shaders (Toon/Cel Shaders) — including outlines, rim lighting, toon shading, MatCap, emission, dissolve, hatching, or any stylized rendering effect. Contains preset styles and feature-to-reference mappings for lilToon, Poiyomi, UTS2, RToon, SToon, and ToonShadingCollection. Works as a domain knowledge plugin alongside workflow skills (OpenSpec, SpecKit) or plan mode of an agent.
Annotate Airflow tasks with data lineage using inlets and outlets. Use when the user wants to add lineage metadata to tasks, specify input/output datasets, or enable lineage tracking for operators without built-in OpenLineage extraction.
Guide a developer through setting up a Meta API integration from scratch — discovers the right APIs, fetches setup guides, authentication requirements, permissions, and code examples. Use when the user wants to build with a specific Meta product (WhatsApp, Instagram, Messenger, Pages, Ads, etc.).
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.