Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Creative & media
Invoke when the user asks about localization, translation, i18n, internationalization, string extraction, cultural adaptation, RTL support, CJK text, or EFIGS preparation. Triggers on: "localization", "translation", "i18n", "internationalization", "string extraction", "cultural adaptation", "RTL", "CJK", "EFIGS". Do NOT invoke for narrative writing (use game-narrative-director) or accessibility (use game-accessibility-specialist). Part of the AlterLab GameForge collection.
Generate images using AI. Use when asked to generate, create, or make images, textures, icons, sprites, artwork, visual assets, or mockups. Supports OpenAI (gpt-image-2) and Google Gemini (Nano Banana). Requires an API key for the chosen provider.
Create final Chinese handdrawn technical article/PPT-style page images from articles, Markdown, PDFs, DOCX files, existing slide decks, course notes, scripts, outlines, or rough ideas. Use when the user asks to turn content into PPT/PPTX/slides/courseware/课件/演示稿/配图/效果图 in a refined Chinese handdrawn technical explanation style, to plan such pages, to choose page layouts from semantic content, or to generate complete image-model pages with Chinese text baked into the final visual. Default article outputs use 21:9 covers and 16:9 body illustrations.
Image format conversion — PNG/JPG/WebP/GIF conversion, resizing, ICO icon generation, Base64 encoding. Use when the user wants to convert formats, change dimensions, or make a favicon. [Important] You must first read the skill source to get the correct command format; do not guess.
Generate professional slide deck images from content (Markdown, text, URLs). Creates outlines with style instructions, then generates individual slide images. Supports 16 visual styles, CJK/Latin mixed text, branding overlays, and PPTX/PDF export. Use when the user asks to "create slides", "make a presentation", "generate deck", "slide deck", "PPT", "做PPT", "生成幻灯片", "制作演示文稿", or wants to turn content into a visual slide deck.
Build against the World Labs / Marble Public API v1 docs. Use when a coding agent needs to explain or implement World API integrations, WLT-Api-Key authentication, world generation, media asset upload flows, long-running Operation polling, world retrieval/list/delete, pano depth-to-RGB calls, or OpenAPI client generation.
Synchronize footage from a multi-camera / multi-recorder shoot — several cameras plus separate audio recorders covering one session, imported as loose clips — and make a speaker-follow draft by default unless the user explicitly asks for sync only. Use when a user drops in multiple clips from the same recording and wants them aligned, asks for multicam / 多机位 / multi-angle sync, wants a "cut to whoever is talking" edit, or refers to camera A/B, angles, or separate lav or field recordings that need to line up with picture.
Produces professional AI product photography — clean e-commerce shots, lifestyle scenes, hero images, macro detail shots, and flat lays — as generation-ready prompt specs, and generates the files via FAL.ai fal-ai/nano-banana-pro when the automation is configured. Use when the user says 'product photos', 'shots of my product', 'images for my store / listing / landing page', 'hero image for my product', 'lifestyle photos', or shares a product needing marketing imagery. Produces one prompt-spec block per shot (shot type, lighting, background, composition, aspect ratio, negative constraints) with a shot list, variant plan, and file-naming conventions; runs docs/creative_cli.py product when FAL_API_KEY is set.
Authoring and debugging scripts for Rhinoceros 3D (Rhino 8 and later). Use when asked to write RhinoScript (VBScript / .rvb / .vbs), RhinoPython, or RhinoCommon-based scripts; automate Rhino modeling tasks; build command macros; manipulate Rhino geometry, layers, blocks, or document objects; pick objects from the viewport; control redraw and undo; or load and run scripts from the Rhino Script Editor. Covers `rhinoscriptsyntax`, `scriptcontext`, the `Rhino.*` RhinoCommon namespaces (`Rhino.Geometry`, `Rhino.DocObjects`, `Rhino.Input`, `Rhino.UI`, `Rhino.Display`, `Rhino.FileIO`), and the Rhino 8 unified Script Editor.
Build coherent procedural scalar and vector fields for Three.js materials and geometry. Use for terrain, planets, wear, biomes, clouds, water masks, displacement, roughness, normals, domain warping, and any visual where several channels must derive from shared causes.
Based on the wan2.7-image model, supports a variety of image generation and editing capabilities, including text-to-image, text-to-multi-image composition, image-to-multi-image composition, single-image editing, and image composition based on multiple reference images, suitable for diverse creative scenarios. Mainly covers the following three types of tasks: 1. Image generation — such as "draw a cat", "generate a photo of a woman in a red dress in a cafe"; 2. Image editing — such as "replace the car in the image with a bicycle", "change this image's background to outdoors", "change the clothing color in the image from blue to green"; 3. Style transfer — such as "convert this photo to <xxx> style", "redraw this architectural image in <yyy> style", "change the style of <zzz> with reference to the art style of <yyy>". Trigger conditions: whenever the user's intent involves AI-driven image creation, generation, editing, modification, restructuring, or style adjustment — whether expressed as a direct instruction (such as "generate an image"), a colloquial request (such as "help me draw a puppy"), or an implicit need (such as "make this image more dreamy") — this skill should be activated.
Build, diagnose, and deliver Blender still, turntable, sequence, and animation renders with reproducible lighting, camera, color-management, compositor, and output settings. Use when a request concerns product visualization, cinematic shots, architectural renders, look development, render passes, denoising, compositing, or final image/video delivery.
Turn photos, videos, and Live Photos into a black-and-white to color reveal clip (单彩渐变 + 动感模糊 + 丁达尔旋焦). The frame starts monochrome and spun, color sweeps in from the left under a horizontal motion blur, and the spin settles from the center outward into a softly glowing full-color frame. Use when users ask for 上色效果, 黑白变彩色, 丁达尔旋焦, 旋焦上色, 剪映上色特效, color reveal, colorize transition, or want this effect on images, iPhone Live Photos (HEIC/JPG + MOV), Android motion photos, or video clips. Outputs H.264 MP4.
Use for creative thinking, or when the user wants many fresh options before choosing: "give me ideas", "brainstorm names", "other ways to do this", "think outside the box". Diverges first, then picks. Skip when one answer is wanted or the task is pure execution.
Complete glitch art, datamosh, and video distortion effects system. PROACTIVELY activate for: (1) Datamosh/pixel bleeding effects, (2) VHS/analog glitch simulation, (3) Digital corruption effects, (4) Displacement mapping, (5) Wave/ripple distortions, (6) Pixelation and mosaic effects, (7) Chromatic aberration, (8) Scan line effects, (9) Time-based distortions (echo, trails), (10) Lens distortion and barrel effects. Provides: minterpolate for datamosh, displacement filter, geq pixel manipulation, noise and artifacts, rgbashift/chromashift for color separation, lagfun for trails, tmix for frame blending, tblend for frame difference effects.
Make a founder video with Pexo — built for solo founders and small teams. Describe your story, product, or pitch (or paste your site) and Pexo writes the script, generates the shots, picks the models, and returns a finished, publish-ready founder video with music — for fundraising, Product Hunt, or your personal brand. Use for founder content: "founder video", "solo founder video", "founder pitch video", "founder story". NOT for paid ad campaigns (use the video-ad skill).
Turn a topic or material, verified by search, into an Apple Live Photo informational motion card. Use Remotion to compose images, PNG, emoji, scenes, timelines and optional charts, suited to knowledge explanation, product comparison, processes of change and data stories; produce a previewable animation and a paired Live Photo asset, and explain receiver compatibility.
Design an original app logo — a compact mascot or symbol that stays readable at 32 × 32 and works as an icon at every size. Use when asked to create, design or generate a logo, app icon, brand mark, mascot or avatar for a product, whether or not an image generator is available. Produces either a vector file the project can keep or a prompt for an image model, from one shared set of design rules.
Use when user needs to understand, analyze, or describe image content. Do NOT use Read tool to read images — use this skill instead. Supports local file path input. 触发词：图片理解, 图片分析, 图片描述, 识别图片, 看图, 图片识别, image understanding, describe image, analyze image, 图片内容, 看看这张图, 这张图是什么, 图中有什么
Generate, edit, and compose images using Gemini Nano Banana models via portable Python scripts. Handles authentication via API Key or Vertex AI environment variables. Available parameters: prompt, model, aspect-ratio, safety-filter-level. Always confirm parameters with the user or explicitly state defaults before running.
A pixel / sprite-style animated explainer slide—full-bleed cream stage, bold display year, animated pixel-art mascot (e.g. Hanafuda card, mushroom, or 8-bit console), kinetic Japanese display type, ticking timeline ribbon. Reads like a single frame of an educational motion video—looping CSS keyframes, no JS, ready to be screen-recorded into a vertical video. Use when the brief asks for a "sprite animation", "pixel-art video", "8-bit explainer", "history of X explainer", "kinetic typography history", "Nintendo-style", "精灵图动画", "像素动画", or "复古动画"
End-to-end pipeline for publishing AGENCY Community meetup recordings to YouTube. Downloads Zoom recording, adds intro/outro, generates thumbnail, creates description with timecodes, uploads to YouTube, sets thumbnail, and adds to the AGENCY Community playlist. Use this skill when the user wants to publish a meetup, says "upload the meetup", "publish the recording", "process the Zoom recording for YouTube", or mentions uploading an AGENCY Community session. Also triggers on requests to add intro/outro to a meeting recording and upload it.
Create, repair, rig, skin, animate, and export Blender characters, creatures, avatars, and facial rigs with deformation and runtime validation. Use when a request involves a character mesh, armature, weights, IK/FK, blend shapes, facial animation, humanoid/VRM/game export, or deformation quality.
Use when a user wants webcam, interview, or talking-head footage to look broadcast-quality — corrects exposure, white balance, skin tones, and overall color. Triggering symptoms include phrases like "my webcam footage looks dull", "skin tones look orange/green", "wash out background", "make the face pop", "match shots from two cameras", or any DaVinci Resolve color page question for talking-head content.
Motion design for explainer diagrams and films, making connections, messages, and cards kinetic and physical. Use when animating a diagram, data flow, or architecture explainer (Psychopomp, web, or video); when lines should draw on or messages should travel and land; or when a motion graphic feels flat, floaty, stuttery, or over-glowing.
Use this skill for local FFmpeg/FFprobe media inspection, remuxing, transcoding, filtering, evidence-bounded video review, transcript-assisted editorial plans, edit decision lists, podcast/audio cleanup, rendering, and output acceptance. It emphasizes explicit stream selection, source preservation, build-aware commands, bounded evidence, and verified new outputs. Do not use it for libav API programming, opaque whole-video understanding, automatic publishing, rights clearance, DRM circumvention, professional broadcast/color certification, or HyperFrames-authored compositions; route those tasks to their owning capabilities.
This skill should be used when the user asks to "write a chapter", "write prose", "continue the story", "develop a character", "review my chapter", "critique my manuscript", "write a synopsis", "summarize my story", "plan my novel", "outline my book", "check for consistency", or mentions fiction writing, novels, short stories, scenes, or narrative craft.
Invoke when the user wants to brainstorm game ideas, explore concepts, run structured ideation, or develop a new game concept from scratch. Triggers on: "game idea", "brainstorm", "concept", "ideation", "what if", "game concept", "pitch". Do NOT invoke for reviewing existing designs (use game-design-review) or market analysis (use game-market-research). Part of the AlterLab GameForge collection.
Combine the output of atomic skills such as deep research, image search, and image processing to create general illustrated articles. The resulting article is an "intermediate" that can be further converted into formats for different platforms.
This skill MUST be used by default for any user-facing writing, including answers to users, emails, documents, formal correspondence, reports, proposals, project introductions, README files, repository descriptions, landing-page copy, social posts, essays, commentary, explanations, summaries, product copy, internal updates, and other prose intended to be read by people. Apply it whenever the output contains human-readable text. This skill MUST NOT be skipped unless another skill explicitly owns the writing style or the output is purely code, structured data, or a command. Supports Chinese and English.
Identify and remove AI writing traces in Chinese text, making copy, articles, reports, emails, social media content, and technical explanations natural, specific, and genuinely human-written without fabricating facts or changing the original meaning. Use when the user asks to "remove the AI flavor", "reduce the machine feel", "make it more natural/more colloquial/more like me", or needs to review Chinese expression issues such as jargon, abstract verbs, vague elevation, marketing tone, piled-up parallelism, or mechanical paragraphing.
Using structure-mapping theory, find apt analogies and relational metaphors for a scenario or the differences between two objects, preserving key relationships and explaining the increment and boundaries of transfer. Use when the user says “find an analogy,” “give me an example,” “what’s an apt metaphor,” “explain the difference between the two with an analogy,” “understand it in another context,” or invokes ljg-analogy. Not for explaining an existing analogy, purely rhetorical polishing, theoretical definitions, or treating an analogy as proof of fact.
Make hand-painted watercolour-and-ink cartoon videos (MP4) with code — p5.js + p5.brush rendered frame by frame in headless Chrome, encoded with ffmpeg — starring Clawd or any character. Use when the user asks to make an animation, animated short, cartoon, music video, lyric video, animated GIF/loop or "a video of Clawd…", or mentions the PDoomVideo / ClaudeAnimationBase approach. Covers storyboarding, the engine API, the render-and-look review loop, music/lyric sync and splitting long videos across subagents.
Polish and rewrite articles, remove the AI feel, and adjust the writing style to the primary style profile. Use this skill when the user says "polish", "revise", "remove the AI feel", "touch it up", "change the style", "help me fix this", or "this reads too much like AI". Consider using it even if the user only asks "what's wrong with this article" or complains that the article reads unnaturally.
Smart illustration and PPT infographic generator. Supports three modes: (1) Article illustration mode - analyzes article content and generates illustrations; (2) PPT/Slides mode - generates infographics in batches; (3) Cover mode - generates cover images. All modes generate images by default, while `--prompt-only` outputs only the prompt. Supports the Bento Grid feature showcase style (--style bento). Trigger words: 配图、插图、PPT、slides、封面图、thumbnail、cover、bento grid、功能展示图、feature showcase.
Helps write SDSL shaders for Stride and vvvv gamma — TextureFX, shader mixins, compute shaders, and ShaderFX composition. SDSL is a superset of HLSL, so use this skill when writing or debugging .sdsl shader files, GPU shaders, visual effects, HLSL code for vvvv, working with the Stride rendering pipeline, composing shader mixins, or any GPU/compute work. Trigger even if the user says 'HLSL', 'shader', 'GPU effect', 'render pass', or 'compute' in a vvvv context.
How to work in a Writing Pipeline project (the `writing-pipeline` starter pack): a three-stage drafting flow, ideas → drafts → published. Read when the project has these folders, OR when asked to capture an idea, start or revise a draft, review a piece before it ships, or publish it. Carries the stage flow and review behaviors so that guidance does not live inside template bodies or folder descriptions. Complements the platform `open-knowledge` skill; does not replace it.
Generate blog cover images optimized for 16:9 headers — clean composition with text-friendly layouts, powered by multi-model AI. Use when user wants "blog cover", "featured image", "article image", "cover image", "thumbnail", "文章配图", "封面图", "博客配图", "ブログカバー", "블로그 커버".
Use when generating videos with Model Studio DashScope SDK using Wan video generation models (wan2.6-t2v, wan2.6-i2v-flash, wan2.6-i2v and regional variants). Use when implementing or documenting video.generate requests/responses, mapping prompt/negative_prompt/duration/fps/size/seed/reference_image/motion_strength, or integrating video generation into the video-agent pipeline.
Use when generating detailed timestamps or topic summaries for long-form live streams and videos featuring speaker "Boat" (Pu Boat) using Frontier / Cloud models (Claude 3.5 Sonnet, Gemini Pro) via parallel subagents. For local single-GPU/LM Studio models without API costs, use anibon-timestamper-local.
Create reusable black-background white-text opening animations for new videos. Use when the user asks for "黑底白字开场", "纯黑加白字", "白色文字逐渐出来", "一个个字出来", "打字效果", "打字音效", "字体变化开头", "opening title animation", "kinetic text opener", or a short black-and-white intro before a HyperFrames, Remotion, ffmpeg, SaaS/product, tutorial, commentary, or course video. This is for original opener creation, not pixel-level reference matching.
Clarify a Blender creation request and optionally generate a concept/mockup image before modeling. Use before modeling, procedural scene creation, rendering, simulation, or character work when art style, subject, scale, platform, shot, materials, constraints, or reference direction are unclear.
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.