Skills
100,344 packaged capabilities and playbooks for agents. Install any of them with one command.
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Databricks AI Search (formerly Vector Search) endpoints and indexes for RAG and semantic search. Use when asked to: create Standard or Storage-Optimized endpoints and Delta Sync or Direct Access indexes with AISearchClient; query with ANN, hybrid, or full-text search and filters; sync, monitor, or migrate indexes; set a target QPS, triage 429s, or load-test an endpoint; wire an index into an agent as a retriever tool. Not for: no-code document Q&A (databricks-genie-agents); serving-endpoint CRUD (databricks-model-serving); custom ResponsesAgent authoring and deployment (databricks-ml-training).
Find, evaluate, and install Drupal contributed modules by describing the problem to solve. Use whenever the user needs a Drupal module for a task, wants module recommendations or comparisons, or needs the composer command to install one
Apply timeless marketing and business principles to any problem. Use when someone needs strategic thinking, wants to evaluate a marketing decision, needs a framework for a tough choice, or mentions "first principles," "should I do X," "what would work here," or wants to think through a marketing problem systematically.
Improve user onboarding flows to increase activation and retention. Use when asked to design welcome screens, setup wizards, product tours, onboarding checklists, or activation sequences. Trigger phrases: “onboarding flow”, “user activation”, “welcome screen”, “product tour”, “onboarding checklist”, “first-run experience”, “setup wizard”, “aha moment”, “time to value”, “user onboarding”, “activation rate”.
Create presentations (PPT) using PopAI API. Use when asked to create slides, presentations, decks, or PPT content. Has built-in research capabilities — just pass a topic. Supports uploading reference files (pptx/pdf/docx/images). Supports user's own pptx template with 100% layout fidelity. Also supports multi-round modifications to an existing PPT.
The Define, Build, Review, Refine loop and seven context artifacts (brief, content, mood boards, section specs, style guide, PRD, tasks) for building a premium SaaS marketing site with AI. Use when planning or building a SaaS landing page and you want the design context written down before any code.
Workflow 5: orchestrate a text-only resubmit of a polished paper to a different venue under hard constraints (no new experiments, no bib edits, no framework changes, never overwrite prior submissions). Use when user says "resubmit pipeline", "重投流程", "port paper to <new venue>", "resubmit to <venue>", "tighten paper for resubmission", or has a rejected/withdrawn paper to move to a different top venue under tight time budget.
Use when an agent drives Unreal Engine 5.8 on a Mac for any task: Editor Python (the unreal module), headless UnrealEditor-Cmd -run=pythonscript jobs, Epic's Unreal MCP server, the Remote Control API, console commands and cvars; when a script breaks on 5.8 (EditorLevelLibrary, Remote Control calls refused, Substrate materials black, MRQ presets); when a level, material, shot or build must be judged by numbers and a screenshot before it is called done; or when a brief must go to the right scenario-unreal-* specialist.
When the user wants to build or improve a sales bot's ability to gauge prospect tone—frustrated, curious, warm, skeptical—and adjust responses accordingly. Also use when the user mentions “reading tone,” “emotional detection,” “prospect mood,” “sentiment scoring,” or “tone analysis.”
When the user wants to build or improve a sales bot's ability to write and send messages in patterns that don't trigger carrier or email spam filters. Also use when the user mentions "deliverability," "spam filters," "avoiding spam," "email deliverability," "carrier filtering," or "message delivery."
three.js math library: Vector2/3/4, Matrix3/4, Quaternion, Euler, Color, Box2/Box3, Sphere, Plane, Ray, Line3, Triangle, Frustum, Cylindrical/Spherical coords, MathUtils, and Interpolant base classes; addon math utilities such as OBB, Octree, Capsule, ConvexHull, MeshSurfaceSampler. Use for transforms, intersection tests, and spatial queries; for keyframe interpolation tied to AnimationMixer use threejs-animation; for picking implementation use threejs-objects with Raycaster.
Manage long-term fate and fortune across a shared world. Use when powerful entities feel permanent, when the world becomes static, when you need probabilistic death/fall mechanics, or when campaigns need world-level consequences that persist. Operates above the game-facilitator level
Optimize Blender assets for real-time engines — triangle/material/texture/bone budgets per platform (mobile, Roblox, web, VR, console, PC), LOD chains, decimation modes, mesh cleanup, draw-call reduction (material merging, atlases, trim sheets), instancing, vertex-split costs, collision proxies, texture memory. Use when an asset is too heavy, before export, or when targeting a platform budget.
25+ proven headline formulas that stop the scroll, capture attention, and drive clicks. Templates and examples for every situation. Use when writing headlines for landing pages, ads, or articles; creating email subject lines that get opens; crafting social media hooks; A/B testing headline variations; or overcoming headline writer's block.
This skill should be used when the user asks to "create an index", "build a basket of top assets", "buy a weighted basket", "make a portfolio of assets", "equal-weight basket", "rebalance my portfolio", "track the top N tokens", or wants an automated, weighted multi-asset basket that buys in one pass and rebalances on a cadence. Builds the basket spec, delegates each buy and rebalance swap to the swap-integration Trading API flow, and records target weights in state
How to design and build modern, premium-quality frontend interfaces that look like high-end SaaS products, modern AI tools, and award-winning design websites — not generic templates. Use this skill whenever the user asks to build a frontend, create a landing page, design a dashboard, scaffold a web app UI, build a SaaS interface, create a portfolio site, or produce any user-facing web interface. Also use when the user says "make it look modern", "build me a beautiful UI", "create a homepage", "design a pricing page", "add animations", "make it cinematic", "add liquid glass", "add scroll animations", "use 2026 design trends", or mentions frontend design, UI/UX, component architecture, motion design, hero sections, responsive layouts, or CSS animation.
When the user wants to build or improve a sales bot's ability to send relevant materials after meetings. Also use when the user mentions "post-meeting follow-up," "meeting recap," "call follow-up," "meeting materials," or "after-meeting automation."
Use when babysitting a PR/MR until CI is green and all valid reviewer feedback is addressed — supports GitHub PR (gh) and GitLab MR (glab), triages comments into Valid / Discuss / Out-of-scope, addresses valid items with small commits and inline thread replies, escalates invisible findings (SonarQube/Snyk dashboards) and 3-round bot deadlocks, and reports ready-to-merge (never auto-merges). Triggers — '監看 PR', 'babysit PR/MR', 'PR 顧到 merge', 'address review feedback', 'wait until CI green', '把 PR 顧到綠'. NOT for writing PR descriptions, NOT for diff code review (use pr-review), NOT for actually merging the PR (user does that)
Design referral programs and viral growth loops. Use when asked to create referral systems, viral mechanics, word-of-mouth campaigns, or growth loops. Trigger phrases: "referral program", "viral loop", "refer a friend", "word of mouth", "viral coefficient", "referral incentive", "growth loop", "invite system", "ambassador program"
Build, validate locally, deploy, and troubleshoot Render Workflows with the current Python or TypeScript SDK. Use for defining or chaining tasks, integrating the SDK into an existing project, running tasks with the local development server, optionally scaffolding a starter, authoring "type: workflow" in render.yaml, triggering runs from application code, and releasing workflows, adopting durable steps, and verifying recovery and replay.
Search, query, and manage Weaviate vector database collections. Use for semantic, hybrid, and keyword search; natural language queries with AI-generated answers; collection management; data exploration; filtered fetching; data imports from PDF/CSV/JSON/JSONL files; and creating example data and collections.
When the user wants to improve their ability to adjust their approach based on buyer personality, industry, or situation. Also use when the user mentions "adapting to buyers," "reading situations," "flexible selling," "different buyer types," "adjusting approach," or "situational selling."
Parse and analyze Cobalt Strike Malleable C2 profiles with dissect.cobaltstrike (profiles and beacon-payload configs) and pyMalleableC2 (AST parsing) to extract HTTP/DNS transforms, URIs, headers, sleep/jitter, and injection behavior, then generate network detection signatures. Use when reverse-engineering a captured malleable profile or building detections against Cobalt Strike Beacon traffic.
Expert guidance for designing Azure solutions using Azure Architecture. Covers reference architectures, solution ideas, design patterns, technology choices, architecture styles, best practices, anti-patterns, example workloads, and migration guides. Use when designing AKS or App Service apps, SAP/Oracle migrations, hybrid/Arc setups, RAG/gen AI solutions, and other Azure Architecture-related development tasks
Core ML, Create ML, Vision framework, Natural Language framework, on-device ML integration. Use when user wants image classification, text analysis, object detection, sound classification, model optimization, or custom model integration. Covers Core ML vs Foundation Models decision.
Create safe, reversible database migration scripts with rollback capabilities, data validation, and zero-downtime deployments. Use when changing database schemas, migrating data between systems, or performing large-scale data transformations.
Handles Depot CLI installation, authentication, login, project setup, organization management, and API access. Use when installing the Depot CLI, logging in with `depot login`, creating or managing Depot projects, configuring API tokens or OIDC trust relationships, setting up depot.json, managing organizations, checking invoice credits, resetting build caches, or using the Depot API/SDKs. Also use when the user asks about Depot authentication methods, token types, environment variables, or general Depot platform setup that isn't specific to container builds, GitHub Actions runners, or Depot CI.
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.