Skills
100,344 packaged capabilities and playbooks for agents. Install any of them with one command.
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Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt engineering that scales, AI UX that users trust, and cost optimization that doesn't bankrupt you. Use when: keywords, file_patterns, code_patterns.
Implement GitOps with ArgoCD for declarative Kubernetes deployments. Configure applications, manage sync policies, implement progressive delivery, and automate deployments from Git repositories. Use when implementing GitOps workflows or continuous deployment to Kubernetes.
End-to-end 3D printing for Bambu Lab printers. Finds models online (MakerWorld, Printables), generates them with AI (text-to-3D, image-to-3D) or as exact-dimension parametric CAD, checks and repairs printability, converts textures to AMS multi-color, renders previews, opens them in Bambu Studio for the user to print, and reads printer status, AMS filaments and print progress. Use this whenever the user wants to 3D print something, design or model an object for printing, work with STL/3MF/OBJ/GLB files for a printer, check on a Bambu Lab printer (A1, A1 Mini, A2L, P1S, P2S, X1C, X1E, X2D, H2C, H2S, H2D, H2D Pro), or asks about AMS filament, slicing or print progress, even if they don't say "Bambu".
Bake texture maps in Blender 5.2 Cycles — high-to-low normal maps with cage/extrusion, AO, curvature, ID, thickness, base color/roughness/metallic from procedurals, ORM packing, OpenGL vs DirectX, margins, GPU baking, and fixing skewing/waviness/seams. Use when transferring sculpt or high-poly detail to game meshes or converting procedural materials to textures
This skill should be used when the user asks about a "caching strategy", "cache invalidation", "what to cache", "read-through vs write-through vs write-back", "cache eviction" (LRU/LFU/TTL), "Redis vs Memcached", "stale reads", or hits "thundering herd", "cache stampede", "cache penetration", or "hot key" problems, or is choosing a Redis `maxmemory` eviction policy (allkeys-lru, volatile-lru, noeviction) vs TTL expiry for sessions or other cached state. Use it whenever a design is read-heavy or a datastore is overloaded by reads, even if the user doesn't say "cache".
Edit a user-supplied video into a vertical Reel, Short, TikTok, video diary short, or an approved eight-step AI short-video workflow. Use when the user provides or points to media and asks to transcribe, cut, subtitle, preview, or export a vertical short. Do not use for environment-only setup or generic Premiere Pro or CapCut help.
Create ridiculously good content using Ann Handley's "Everybody Writes" methodology—practical, reader-focused writing that serves your audience and achieves your goals. Use when: **Write blog posts** that engage and convert readers; **Create email content** that gets opened and clicked; **Craft social media posts** that stop the scroll; **Develop website copy** that speaks to your audience; **Write thought leadership** that builds credibility
Universal context management and planning system. PROACTIVELY activate for: (1) ANY complex task requiring planning, (2) Multi-file projects/websites/apps, (3) Architecture decisions, (4) Research tasks, (5) Refactoring, (6) Long coding sessions, (7) Tasks with 3+ sequential steps. Provides: optimal file creation order, context-efficient workflows, extended-thinking delegation (~23x context efficiency), passive deep-analysis architecture, progressive task decomposition. Environment-agnostic — works for Web, API, and Claude Code CLI.
Guides structured 4-stage experiment execution with attempt budgets and gate conditions: Stage 1 initial implementation (reproduce baseline), Stage 2 hyperparameter tuning, Stage 3 proposed method validation, Stage 4 ablation study. Integrates with evo-memory (load prior strategies, trigger IVE/ESE) and experiment-craft (5-step diagnostic on failure). Use when the user has a planned experiment, needs to reproduce baselines, organize experiment workflow, or systematically validate a method. Do NOT use for debugging a specific experiment failure (use experiment-craft) or designing which experiments to run (use paper-planning).
Break down complex problems to their fundamental truths, then reason up from there. Master Aristotle's ancient method modernized by Elon Musk to solve seemingly impossible problems. Use when: **Facing a \"impossible\" problem** where conventional solutions don't work; **Challenging industry assumptions** that everyone accepts as truth; **Pricing or cost analysis** to find dramatic savings (like Musk with batteries); **Product innovation** when iterating on existing solutions isn't enough; **Str...
Run, wire up, and troubleshoot Floci, the free local emulators for AWS (floci), GCP (floci-gcp), Azure (floci-az), and OCI (floci-oci), driven by floci-cli, docker run, or Docker Compose. Use when the user wants to run cloud code or tests locally, mentions floci, localhost:4566/4577/4588/4599, a LocalStack or Azurite alternative, local S3/DynamoDB/Pub/Sub/Blob/Object Storage, asks for a docker-compose.yml or compose.yaml with a cloud emulator, emulator namespaces, or several emulator instances side by side.
Use when asked to "jobs to be done", "JTBD", "why customers churn", "prep for customer interviews", "hire and fire products", or "find real competitors". Helps discover unmet needs and the context behind purchasing decisions. The Jobs to be Done framework (created by Clayton Christensen and Bob Moesta) explains why customers hire and fire products.
Guides experiment state transitions: launching, pausing, resuming, freezing/unfreezing exposure, ending, shipping variants, archiving, resetting, duplicating, copying to another project, and migrating a legacy experiment to the new experiments engine. Covers preconditions, implications for variant assignment and analysis, and the decision framework for when to use each action. TRIGGER when: user asks to launch, pause, resume, end, ship, archive, reset, duplicate, or copy an experiment to another project, to freeze/unfreeze exposure (stop enrolling new users while metrics keep flowing, or reopen enrollment), or to migrate, convert, move or upgrade a legacy experiment to the new engine or the new metric format. DO NOT TRIGGER when: user is creating an experiment (use creating-experiments), configuring rollout (use configuring-experiment-rollout), or setting up metrics (use configuring-experiment-analytics).
Search, read, and manage Outline wiki documents. Use when: (1) searching wiki for documentation, (2) reading wiki pages or articles, (3) listing wiki collections or documents, (4) creating or updating wiki content, (5) exporting documents as markdown. Works with any Outline wiki instance (self-hosted or cloud).
This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video), and conference posters (Paper2Poster). Use for paper dissemination, conference preparation, creating explorable academic homepages, generating video abstracts, or producing print-ready posters from LaTeX or PDF sources.
Generate stories where ordinary people become crucial through their structural position in systems. Use when you want protagonists who aren’t chosen ones but accidental pivots, when mundane jobs should reveal conspiracies, or when you need structurally inevitable involvement rather than coincidence
Free Google Hotels CLI — per-hotel data with deep booking links, agent-native JSON, and local wishlist. No API key. Trigger phrases: `find a hotel in <city>`, `search hotels for <city> <dates>`, `cheapest dates for <city>`, `hotels near <address>`, `compare hotel prices for <city>`, `what hotels are available in <city>`, `save this hotel`, `use hotel-goat`, `run hotel-goat`.
Scales Render services—configures autoscaling targets, chooses instance compute plans, sets manual instance counts, and optimizes cost. Use when the user needs to handle more traffic, set up autoscaling, pick the right compute plan, reduce costs, or troubleshoot scaling behavior like slow scale-down or stuck instances.
Use when building gameplay systems in Godot 4.7: enemy AI that patrols, chases and attacks, state machines, behavior trees (LimboAI), NavigationAgent3D pathfinding and avoidance for 100 to 1000 enemies, 'agents stack up' or 'path is empty', hitbox and hurtbox combat, fast bullets going through walls, save and load, inventory, quests, dialogue (Dialogue Manager), input remapping, procedural dungeons, or measuring agent counts and frame time headless.
Generate 30+ LinkedIn posts that attract your target prospects. Creates industry insights, thought leadership, engagement prompts, and comment strategies. Use when building personal brand to attract inbound leads through social selling.
This skill should be used when the user asks about "theme", "controlling idea", "thematic argument", "moral argument", "thematic arc", "flat arc", "negative arc", "the lie", "antagonist design", "motif", "symbolism", "theme audit", or wants to plan, track, or revise the thematic layer of a story, including the lie, truth, ghost-wound, and arc-type fields of a character file. NOT for finding or testing a story premise (use premise-workshop), or a character's profile, relationships, or "character arc" record (use character-management).
Conduct proactive, hypothesis-driven threat hunts — search SIEM / EDR / logs for adversaries who haven't tripped an alert yet. ATT&CK-driven, hypothesis-based methodology. Use when the user mentions 'threat hunting,' 'proactive hunt,' 'TaHiTI,' 'PEAK framework,' 'MITRE ATT&CK hunt,' 'hypothesis-driven hunt,' 'hunt hypothesis,' 'living off the land,' 'LOLBins,' 'beaconing,' 'lateral movement detection,' 'data staging,' 'persistence hunting,' or wants to find threats that have evaded existing detections
Use when exposing C++ to Blueprint or calling Blueprint from C++: UFUNCTION(BlueprintCallable), BlueprintPure, BlueprintImplementableEvent, BlueprintNativeEvent, _Implementation, UBlueprintFunctionLibrary, WorldContext, DefaultToSelf, ExpandEnumAsExecs, DeterminesOutputType, latent nodes, FPendingLatentAction, FLatentActionInfo, UBlueprintAsyncActionBase, BlueprintAssignable, UINTERFACE, Execute_, TScriptInterface, UENUM(BlueprintType), CallInEditor, FindFunction, ProcessEvent. Also use when the user mentions 'expose to Blueprint', 'custom Blueprint node', 'async Blueprint node' or 'meta specifier'. For reflection and container basics, see ue-cpp-foundations; for details customization, see ue-editor-tools.
Implement authentication and authorization with Better Auth - a framework-agnostic TypeScript authentication framework. Features include email/password authentication with verification, OAuth providers (Google, GitHub, Discord, etc.), two-factor authentication (TOTP, SMS), passkeys/WebAuthn support, session management, role-based access control (RBAC), rate limiting, and database adapters. Use when adding authentication to applications, implementing OAuth flows, setting up 2FA/MFA, managing user sessions, configuring authorization rules, or building secure authentication systems for web applications.
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.
All-purpose Feishu/Lark operations Agent (messages/documents/bitable/calendar/tasks/users). Skill selection rules: - Send a plain text message → this skill (msg send) - Send rich text/cards → feishu-post / feishu-card - Check attendance → feishu-attendance - All other Feishu operations → this skill. Trigger phrases (any match invokes it): send Feishu, message someone, check group messages, reply on Feishu, search Feishu messages, list group chats, create a Feishu doc, read a Feishu doc, check bitable, add a bitable record, update a table, Feishu calendar, check schedule, add an event, Feishu tasks, create a task, complete a task, check Feishu users, find a contact, get open_id
Resolves a PostHog experiment reference from natural language to a concrete experiment ID by browsing `experiment-list` (not feature-flag tools), with disambiguation when multiple experiments match. Use when the user names or quotes an experiment (“split test demo,” “the File engagement boost experiment,” “onboarding retention test,” “landing page hero experiment,” “pricing experiment”), describes it loosely (“the signup experiment,” “my pricing test,” “the one with the new checkout”), uses a relative reference (“latest,” “most recent,” “the one I created yesterday”), filters by status (running, draft, paused, exposure frozen, stopped, archived), or otherwise refers to an experiment by anything other than its concrete ID.
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.