Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Creative & media
Use this skill when the user says "一鱼多吃", "生成长文", "生成短文", "转成公众号文章", "帮我出朋友圈/推特/即刻版本", or "基于这个脚本生成其他格式". Based on a finalized short-video script, it calls li-writer to generate a long-form article (WeChat public account) or short posts (Moments/Twitter/Jike). Even if the user only says "出长文" or "出短文" without specifying the source, proactively look for scripts and let the user choose. Do not trigger for: generating the original script (use li-writer), optimizing the opening (use li-opening), or generating a cover (use li-cover). Use when the user wants to repurpose a finalized video script into a long-form article or short posts.
Generates blog post thumbnail images for Orbitant following the brand's visual identity, using Google's Gemini image API (Nano Banana 2). Activates when creating blog images, generating thumbnails, designing featured images for articles, or when someone needs a visual for an Orbitant insight/blog post. Use this skill even if the user just says "I need an image for this article", "create a thumbnail", "generate a hero image", or "make a featured image". Also triggers when the user mentions "Nano Banana 2", "image generation", or asks for a prompt for an AI image tool.
This skill should be used when the user asks to "add particles", "particle effect", "explosion effect", "smoke", "fire effect", "sparks", "dust trail", "rain or snow", "confetti", "muzzle flash", "blood splatter", "magic effect", "emitter", "particles not showing", "particles killing performance", "trail behind the player", or anything involving Phaser 4 ParticleEmitter configuration, emit zones, death zones, or gravity wells.
Three.js materials in R3F, built-in materials (Standard, Physical, Basic, etc.), ShaderMaterial with custom GLSL, uniforms binding and animation, and material properties. Use when choosing materials, creating custom shaders, or binding dynamic uniforms.
Build an immersive scroll-scrubbed "fly through the world" landing page for any industry or brand using Higgsfield. As the visitor scrolls, a pre-rendered camera flies from outside each scene into its interior, then flows on to the next scene with NO cuts — one continuous connected flight (Emons-style isometric diorama world, or any art direction you pick). The skill interviews the user for the topic, the story beats/sections, and brand kit, then generates cohesive scenes + seamless camera clips with Higgsfield and wires a portable, framework-agnostic scroll-scrub engine. Use when the user wants a "3D world" / "browse-through-the-industry" hero, a scroll cinematic, a diorama landing, or to turn a business into a scrollable world.
Transcribe audio and video from URLs (YouTube, direct media links) using WhisperKit locally. Optionally analyze transcripts with AI when explicitly requested. Use when users provide URLs to media content and request transcription or speech-to-text conversion.
Translate, dub, and localize speech in an existing video while optionally preserving speaker voices, generating translated captions, or synchronizing the speaker's lip movements. Use when the user asks for 视频译制、多语言配音、 把视频里的中文变成英文、让视频里的人说另一种语言、保留原音色、翻译声音、 口型同步、translated video, video dubbing, voice translation, or lip-synced localization, as well as traducción de video, doblaje de video, traducir un video, or sincronización labial. This Skill MUST be loaded before composing treatment choices for an ambiguous video-translation request in any language, including a turn that only asks the user to choose a treatment. Do not use when the user only wants subtitles translated, wants an SRT/VTT file, wants text or a script translated before generating a new avatar video, or wants ordinary TTS with a newly selected voice.
DTC social content and UGC — content calendars, platform strategy, UGC management, community, Reddit. Triggers: 社交媒体, social media, Instagram, 内容日历, UGC, 社区, Reels, 短视频, 内容策略, content calendar, instagram content, short video, community. Route complex questions through afa first.
Use when transcribing non-realtime speech with Alibaba Cloud Model Studio Qwen ASR models (`qwen3-asr-flash`, `qwen-audio-asr`, `qwen3-asr-flash-filetrans`). Use when converting recorded audio files to text, generating transcripts with timestamps, or documenting DashScope/OpenAI-compatible ASR request and response fields.
Generates or edits raster images via AI models (FLUX.2, Gemini 3.1 Flash Image / "Nano Banana 2") through an OpenRouter API key. Use when the request is to generate or edit a photo, illustration, artwork, concept art, poster hero image, or presentation/slide visual asset — anything that is not a technical diagram, an infographic, or a data chart. For flowcharts, circuits, pathways, neural-net architectures, and technical/methodology diagrams use alterlab-scientific-schematics; for infographics that lay out statistics or timelines use alterlab-infographics; for plotting numeric data (scatter, bar, line) use alterlab-matplotlib instead. Part of the AlterLab Academic Skills suite.
Converts academic papers into promotional and presentation formats with the third-party Paper2All pipeline (LLM calls routed through OpenRouter/OpenAI) — interactive websites (Paper2Web), presentation videos (Paper2Video), and conference posters (Paper2Poster) from a paper PDF and its LaTeX sources. Use when disseminating a paper, preparing for a conference, building an explorable academic homepage, generating a video abstract, or auto-generating a print-ready poster from a finished paper. For a hand-built LaTeX poster use alterlab-latex-posters; for a talk deck use alterlab-scientific-slides. Part of the AlterLab Academic Skills suite.
Generate game assets, locally and free by default with godogen_assets: images and transparent PNGs (Qwen-Image), textured GLB models (TRELLIS.2), rigged humanoids with generated moves and lip-synced speech, sound effects and voice lines. Paid APIs cover what the local tools can't make — Gemini / xAI Grok images, animated sprites from video, Tripo 3D, Gemini TTS voice acting, Lyria music. Use whenever a game needs generated art or audio
Reshapes one Instagram reel into a TikTok and a YouTube Short — adjusting hook, length and captions per platform. Use when the user says "repost this to TikTok", "make this a Short", "cross-post this reel", "reformat for YouTube".
Revision hand — helps find the truth in what someone wrote and cut the filler. Focuses on structural tightening plus filler removal: deleting boilerplate openings, cutting degree adverbs, breaking fake parallelism, clearing slogan endings. Has a quick-blade mode (delete only, no rewriting) and a full mode. Accepts any draft. Can take a voice-dissolver voice list as a protected zone. Triggers: help me revise my draft, help me edit this, it's not well written but I don't know what's wrong, too much filler, doesn't sound like me, help me polish it, make it read smoothly, tighten it up, cut the filler, make it sound more human, too wordy. Not for: heavy AI flavor but the structure is fine (→ humanize-ai de-flavoring), content checkup (→ chinese-write-checker), title/layout/punctuation polishing (→ packaging-workshop).
Building interactive experiences that engage, challenge, and delight playersUse when "game, gamedev, game development, phaser, unity, unreal, godot, gameplay, game loop, sprites, collision, physics, player, level, tilemap, games, gamedev, interactive, gameplay, physics, engines, performance, player-experience" mentioned.
Use this skill when the user says "优化流程", "检查流程", "系统哪里有问题", "流程有漏洞", or "新增了 XX 功能，更新流程". Read documents such as CLAUDE.md and 工作流程.md, diagnose process gaps, identify automation opportunities, generate an optimization plan, and directly apply the changes, saving the optimization report to 04-方法论沉淀/. Should not trigger for: content creation tasks (use the corresponding li-* skill) or skill development (use li-factory). Use when the user wants to "optimize workflow", "check process", "improve system", or notices a gap in the content creation pipeline.
Trigger when: (1) User wants to create an educational/explainer video, (2) User has a vague concept they want visualized, (3) User mentions "3b1b style" or "explain like 3Blue1Brown", (4) User wants to plan a Manim video or animation sequence, (5) User asks to "compose" or "plan" a math/science visualization. Transforms vague video ideas into detailed scene-by-scene plans (scenes.md). Conducts research, asks clarifying questions about audience/scope/focus, and outputs comprehensive scene specifications ready for implementation with ManimCE or ManimGL. Use this BEFORE writing any Manim code. This skill plans the video; use manimce-best-practices or manimgl-best-practices for implementation.
Discover, price and run AI models on Muapi (api.muapi.ai) — image, video, audio, lipsync, 3D, LLM text, SEO/data tools. Use when the user mentions Muapi or muapi.ai, asks "which Muapi model for X", "list Muapi models", "generate an image/video/song/voiceover with Muapi", wants a model's schema or price, or wants generated media saved into their project. Covers search, schema inspection, cost estimate, file upload, async submit, polling and downloading results.
Neta character-forging skill - guides users through creating or updating anime/cultural IP/original character (OC) VToken (virtual Token, TCP). Includes the full creation flow with visual preview, character documents, and backstory confirmation. Use this skill when users want to create a new character, modify an existing character, or start character design.
Programmatic access to Google NotebookLM via the notebooklm-py CLI and Python API. Use this skill whenever the user wants to create notebooks, add sources (URLs, YouTube, PDFs, files), generate audio overviews/podcasts, videos, slide decks, quizzes, flashcards, infographics, reports, mind maps, or data tables from their research materials. Also use when the user mentions NotebookLM, wants to turn documents into podcasts, generate study materials, or automate any NotebookLM workflow — even if they don't explicitly say "NotebookLM". Triggers on: podcast from documents, audio overview, NotebookLM, notebook research, generate quiz from PDF, flashcards from notes, study materials, deep dive audio.
Open Animate — the creative suite for AI agents. Create professional motion graphics, generate images, and render MP4 videos. Use when the user wants to make videos, animations, motion graphics, social clips, product launches, explainers, or any visual content. Supports asset generation (images, backgrounds, upscaling) and video composition with animation presets, transitions, and components.
Use when building or lighting a Roblox map: graybox or blockout, level layout, landmarks, doors and walls, parts versus unions (CSG), collision fidelity, terrain (generate, sculpt, paint, water, Part to Terrain), MaterialVariants, custom terrain materials, PBR textures from Scenario, skyboxes, Lighting, Atmosphere, Clouds, bloom, color correction, day or night moods, interior light, scattering rocks, bushes and trees, level of detail (SLIM, RenderFidelity), per-model streaming or a streaming test, collision overlays, invisible walls, or texture sizes. Also use when a map looks flat, foggy, too dark or plastic, grass pokes through floors, a doorway blocks players, content pops in or never unloads, a custom material disappears, or the sun lights the wrong side.
Two stages: first a single-page sheet of numbered panels from an image model, then that sheet fed to Seedance as the reference. The sheet owns order, framing and timing, and the video prompt only has to connect the panels. Use when the user wants a Seedance 2.5 / 2.0 video prompt for this kind of clip (Storyboard grid to video; 中文触发词: 分镜网格转视频, 分镜图, 九宫格, 故事板), or asks how published cases of this type were prompted. Read references/cases.md before drafting.
Expert knowledge for GPU shader development across GLSL, HLSL, ShaderLab, and compute shadersUse when "write shader, shader code, GLSL, HLSL, ShaderLab, vertex shader, fragment shader, pixel shader, compute shader, post-processing, visual effects, screen effect, bloom effect, outline shader, toon shader, water shader, dissolve effect, custom material, render texture, GPU compute, raymarching, SDF, signed distance field, shader, glsl, hlsl, shaderlab, gpu, graphics, rendering, visual-effects, post-processing, compute, webgl, vulkan, directx, metal, opengl" mentioned.
Turn photos into surreal pop collages — desaturate the photo and keep it as the "reality anchor", replace the background with huge flat colour shapes, and include only one "impossible giant object" in the whole image. Use when the user wants surreal collage, surrealizing reality, surreal posters for Xiaohongshu/Douyin, dreamlike images of black-and-white photos plus flat colour blocks, or turning landscape/portrait/city photos into surreal art.
End-to-end pipeline for adding short animated B-roll overlays to a ScreenKite screen recording using the advanced DSL scene layout. Transcribes the microphone audio with ElevenLabs Scribe, proofreads product names via web search, plans brief corner-PiP visual moments, generates each visual with Hyperframes (HTML + GSAP) via parallel sub-agents, renders to MP4, and composites via ScreenKite's setSceneLayout with magicMove transitions. Use when (1) the user opens or references a .skbundle ScreenKite recording and wants animated B-roll accents on top of screen + camera, (2) the user says "add B-roll", "advanced layout", "overlay visuals", "plan visuals for this recording", "ScreenKite DSL", (3) the user wants transcript-driven visual planning where visuals are brief corner accents rather than full-frame takeovers.
Cross-platform video publishing summary. Compares the publishing rules and steps of four major domestic video platforms (Xiaohongshu, Douyin, Bilibili, WeChat Channels) and provides the best publishing strategy. Automatically selects the most suitable platform combination.
Produce cinematic product videos with shot recipe cards + approved templates + code/audio assets (Remotion + real page screenshots + 2.5D camera moves + beat-synced pacing + sound design). Use when making a cinematic product promo or desktop demo video, naming the Ink Press template, reproducing template video effects, or building single motion-design shots with recipe cards. Triggers: video-shotcraft, Ink Press template, product video, cinematic promo, shot recipe card, remotion video.
Skill for removing hardcoded video subtitles/watermarks. Automatically sets up an environment based on YaoFANGUK/video-subtitle-remover and performs subtitle removal. Triggered when the user asks to "remove video subtitles", "remove watermarks" or "get rid of this video's subtitles".
Write WeChat official account articles from an AI product manager's perspective. Covers AI product teardowns, scenario solutions, efficiency实战, product methodology, and industry observations. Use when the user says "write an article about XXX", "analyze the XXX product", or "let's talk about XXX".
For posting high-quality AI-related job listings on Xiaohongshu. Includes auto-generating geek-style recruitment cover images and detail images, and provides automated publishing scripts. Use when the user needs to post recruitment information, find Agent designers, or other AI talent.
Xiaohongshu video downloader — paste a Xiaohongshu video link with the xsec_token parameter and get a watermark-free download link in one step. Use when the user needs to download Xiaohongshu videos, save RED videos, or get direct Xiaohongshu video links. Trigger words: 小红书视频下载, 红书视频下载, 小红书视频解析, 下载小红书视频, RED视频下载.
DTC ad creative production and testing — creative angle matrix, hook variants, creative fatigue refresh, copy. Trigger words: 创意, ad creative, hook, 广告素材, 创意测试, 创意疲劳, 文案, video ads, creative testing, ad fatigue, ugc ads. Route complex questions through afa first.
Systematically reduce the AI detection rate to below 30% and add a human feel through a three-pass review process (content, style, details). Use this skill when the user mentions "too much AI flavor", "written like AI", "reduce the AI detection rate", "make it more human", "make it more natural", "colloquial".
This skill should be used when the user asks about "screenwriting", "screenplay", "script writing", "dialogue writing", "film script", "short film script", "scene writing", "act as a screenwriter", "screenwriter mode", "screenplay format", "story structure", "character development for film", "three-act structure", "script formatting", "write a scene", "screenplay outline", or needs expertise in screenplay development, dialogue craft, dramatic structure, and professional script formatting. Part of the AlterLab FC Skills collection (Cinema & Digital Media department).
Build any physical object (a product, a tool, furniture, an instrument, a shoe, a vehicle, a piece of jewellery, kitchenware, a toy, even a fruit or a flower) as a crafted isometric "anatomy" figure made of many small convex parts, then turn it into (1) an interactive dissection page you can drag, turn and take apart, and (2) a product-reveal film (MP4, 9:16, 4:5, 1:1 or 16:9, 30 fps, motion blur, white paper look, 10 s by default, any length from 3 to 60 s). The film tumbles in, whips to macro shots of the object's details, shows one feature working, explodes into its parts and snaps back together for a hero shot. Works from a photo of the object or from just its name. Use it when someone asks for an exploded view, a teardown or dissection drawing, an anatomy figure, or a product reveal or product motion video of an object.
Apply Asciify the way asciify.org does: ASCII components and backgrounds that belong in a real interface, inked from the theme, clear around text, and inside the page's radii and motion. Use for UI components rendered in characters (loading, status, toasts, tabs, AI states, charts, transitions, pages), animated ASCII backgrounds, photo, video, and GIF conversion, GPU character fields, artwork looks for wallpapers, posters, and prints, art styles and export, hover and motion, layered typography, and rendering performance
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.