Skills
96,770 packaged capabilities and playbooks for agents. Install any of them with one command.
Creative & media
UGC lifestyle b-roll video templates for brands. Contains 20 TikTok-native, lofi b-roll formats with shot-by-shot structure and AI video generation prompts. Use when the user wants to create lifestyle b-roll content — aesthetic scene-setting, product-in-context shots, mood pieces, or ambient footage for ads and social.
Write, continue, or revise fiction using a distilled novel author-style profile from novel_styles/{name}/style.json. Use when the user asks to write a novel/chapter/scene in a distilled style, apply a saved novel style, remove AI flavor, rewrite prose with a style profile, or continue a story using a forged novel style.
Search a video library with natural language via the VSS Pipeline Manager - upload a video (POST /videos), generate its embeddings (POST /videos/search-embeddings/{id}), then run a query (POST /search/query) with optional tag and time filters and read the ranked clip results. Use when the user says "search my videos", "find <thing> in the videos", "when did X happen", or wants to ingest/index a video for search. Requires a search-capable deployment (--search, --dual, or --unified).
Summarize a video through the VSS Pipeline Manager - start a summary pipeline with POST /summary (full required body), poll GET /summary/{stateId} until complete, then return the summary via GET /summary/{stateId}/raw. Use when the user says "summarize this video", "create a summary", "what happens in this video" (on an ingested video), or wants to run/inspect the summarization pipeline. Requires a summary-capable deployment (--summary, --dual, or --unified).
Red envelope cover design — a WeChat red envelope cover design skill that generates cover design images compliant with the WeChat red envelope cover open platform specification, including the cover image, cover accessory, bubble accessory and cover story assets. This skill helps users design a complete asset suite from scratch that meets the WeChat red envelope cover platform standards, ensuring all assets pass platform review smoothly and present a professional, festive visual effect.
Automatically search, fetch and rewrite technical content to produce Chinese popular-science articles suitable for WeChat official accounts. Covers AI LLMs, GitHub open source tools and technical topics. Use when the user says "write an article about XXX", "help me research XXX" or "generate a WeChat official account article".
Shape an article as a journey of beats, choose-your-own-adventure style. The user picks a starting beat from the raw material, you write only that beat, then offer options for where to pivot next, beat by beat, until the article reaches a natural end. Use when the user has raw material and wants to assemble it as a narrative rather than an argument.
Grilling session that mines the user for fragments — heterogeneous nuggets of writing (claims, vignettes, sharp sentences, half-thoughts) — and appends them to a single document as raw material for a future article. Use when the user wants to develop ideas before imposing structure, or mentions "fragments", "ideate", or "raw material" for writing.
Take a markdown file of raw material and shape it into an article through a conversational session — drafting candidate openings, growing the piece paragraph by paragraph, arguing about format (lists, tables, callouts, quotes) at each step. Use when the user has a pile of notes, fragments, or a rough draft and wants help turning it into something publishable.
Run 150+ AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation. Models: FLUX, Veo, Gemini, Grok, Claude, Seedance, OmniHuman, Tavily, Exa, OpenRouter, and many more. Use when running AI apps, generating images/videos, calling LLMs, web search, or automating Twitter. Triggers: inference.sh, infsh, ai model, run ai, serverless ai, ai api, flux, veo, claude api, image generation, video generation, openrouter, tavily, exa search, twitter api, grok
Build multi-step AI content creation pipelines combining image, video, audio, and text. Workflow examples: generate image -> animate -> add voiceover -> merge with music. Tools: FLUX, Veo, Kokoro TTS, OmniHuman, media merger, upscaling. Use for: YouTube videos, social media content, marketing materials, automated content. Triggers: content pipeline, ai workflow, content creation, multi-step ai, content automation, ai video workflow, generate and edit, ai content factory, automated content creation, ai production pipeline, media pipeline, content at scale
Generate AI music and songs with ElevenLabs, Diffrythm, Tencent Song Generation via inference.sh CLI. Models: ElevenLabs Music (up to 10 min, commercial license), Diffrythm (fast song generation), Tencent Song Generation (full songs with vocals). Capabilities: text-to-music, song generation, instrumental, lyrics to song, soundtrack creation. Use for: background music, social media content, game soundtracks, podcasts, royalty-free music. Triggers: music generation, ai music, generate song, ai composer, text to music, song generator, create music with ai, suno alternative, udio alternative, ai song, ai soundtrack, generate soundtrack, ai jingle, music ai, beat generator, elevenlabs music, eleven labs music
Create AI-powered podcasts with text-to-speech, music, and audio editing. Tools: Kokoro TTS, DIA TTS, Chatterbox, AI music generation, media merger. Capabilities: multi-voice conversations, background music, intro/outro, full episodes. Use for: podcast production, audiobooks, voice content, audio newsletters. Triggers: podcast, ai podcast, text to speech podcast, audio content, voice over, ai audiobook, multi voice, conversation ai, notebooklm alternative, audio generation, podcast automation, ai narrator, voice content, audio newsletter, podcast maker
Blender 5.x compositor nodes — post-processing, color grading, denoising, keying, glare, depth of field, render pass separation, multi-layer EXR output, and scripting compositing pipelines via Python (bpy). Includes 5.1 changes (Sequencer Strip Info, Mask to SDF, Mix node alpha improvements).
Volcano Engine AI MediaKit talking-head video editing Skill: a one-stop workflow from environment setup through media management, audio processing, talking-head cuts, video export, review UI, and iterative refinement. You MUST invoke this Skill when the user mentions talking-head editing, cutting talking video, video editing, removing pauses, processing audio, exporting talking video, automatic editing, removing verbal slips, or similar. Also invoke when the user uploads video or audio and asks for editing.
This skill provides Fountain format character and dialogue formatting rules. Covers character name formatting, extensions (V.O., O.S., CONT'D), dual dialogue, parentheticals, and proper dialogue block structure. Use when: introducing characters, writing dialogue blocks, formatting character names, handling dual dialogue, or using character extensions.
Create platform-native content systems for X, LinkedIn, TikTok, YouTube, Newsletters, and cross-platform reuse campaigns. Use when the user needs social posts, threads, scripts, content calendars, or to adapt a single source asset cleanly across multiple platforms.
Creates high-quality content (blog posts, tweets, newsletters, documentation) that matches the user's writing style and voice. Performs web research to find citations and supporting evidence. Use when user requests blog posts, marketing content, newsletters, tweets, or any written content that should sound authentic and be well-researched.
Content studio with brand consistency. Use this skill whenever the user wants to create content — blog posts, social media (X/Twitter, LinkedIn, Reddit, HN), presentations (Slidev/Reveal/Spectacle), infographics, image prompts, video scripts (Remotion), editorial calendars, or content audits. Also triggers on brand setup, voice profiling, content repurposing, and content strategy. Covers any request involving writing, publishing, visual content creation, or content planning. Even if the user doesn't say "content" explicitly — if they're asking to write a blog post, create slides, draft a thread, plan a content calendar, or check content quality — use this skill.
World-class creative strategy expertise combining the conceptual brilliance of agencies like Wieden+Kennedy, the data-informed creativity of modern brands, and the artistic vision that makes campaigns unforgettable. Creative strategy is the bridge between business objectives and creative execution. Great creative isn't just pretty pictures - it's strategic thinking made visible. The best creative strategists understand that breakthrough ideas come from deep insight, that constraints breed creativity, and that the most memorable campaigns are the ones that tell true stories in unexpected ways. Use when "creative strategy, campaign concept, creative direction, art direction, video production, photo shoot, brand campaign, advertising, ad creative, visual identity, campaign idea, creative brief, storyboard, motion design, commercial, brand video, creative, campaigns, art-direction, video, advertising, visual, storytelling, production" mentioned.
Anime character skill distiller. Give a character name and work title: it retrieves core material locally → cross-validates → distills behavior → generates a runnable, traceable, updatable character Skill. Trigger words: "generate XX's skill", "distill XX", "make an XX character", "turn XX into a skill", "create an XX", "/csp". Vague requests also trigger: "I want to chat with a tsundere character", "any yandere recommendations", "help me make a character from XX". Requires Python; core sites use local scripts first, while web search skill / MCP / WebFetch only supplement and serve as a fallback on failure.
Build a cut from a library — scene, selects, roughcut, custom task, or an edit from a written script. Starts by asking what kind of cut the user wants, then works with them to determine what they want to create. Use when the user asks for a "roughcut", "sequence", "scene", "selects", "edit from a script", or any other cut-shaped output.
A "de-AI-flavor" expert by 都爆鸭: it points out sentence by sentence where a Chinese text "obviously reads as AI-written" — clichéd connectives, "not A but B", three-part parallelism, general-specific-general structure, uniform sentence length, elevated endings, formulaic openings — and by default only issues a diagnostic report without rewriting; it rewrites only on request, listing item by item "what was changed". It only removes the AI tone; it does not change the platform voice or run compliance checks. Triggers: 去AI味, 去AI化, AI味, AI腔, AI感, 机器味, AI痕迹, 像AI写的, 一眼AI, 这篇是不是AI写的, 改得像人写的, 说点人话, 说人话, 没有人味, 没人味, 太官方了, 太套路了, 全是套话, 文章太干, 改得自然点, 降AI率, AI率太高, 过AI检测. Runs fully locally, no network, no key needed. It does not evade AI labeling, does not do academic paraphrase reduction, and does not promise to pass detectors.
Remove LLM-isms and AI writing patterns from text. This skill should be used when editing prose to sound less like AI output — removing overused words, fixing structural tells, and restoring natural human voice. Triggers: "de-slop", "remove AI writing", "humanize this", "sounds too AI", "LLM-isms", "AI slop", or when reviewing text that reads like chatbot output.
Generate local AI images and short media with Draw Things CLI on macOS. Use when you need local txt2img, img2img, model setup, imports, prompt refinement, or rig-aware best-model selection. NOT for UI implementation (design), ad copy iteration (ad-creative), or broad vendor/tool research (research).
E-commerce image set generation assistant. Triggered when the user explicitly asks to generate e-commerce image sets, product hero images, selling-point images, scene images, model images or similar image content. Supports the size specifications of domestic platforms (Taobao, JD, Pinduoduo, Douyin) and international cross-border platforms (Amazon, standalone sites). Trigger examples: "帮我生成这件T恤的电商套图", "做一套淘宝主图", "生成亚马逊listing图片". Should not be triggered when the user merely uploads an image without an explicit image generation request.
ElevenLabs speech-to-text with Scribe models and forced alignment via inference.sh CLI. Models: Scribe v1/v2 (98%+ accuracy, 90+ languages). Capabilities: transcription, speaker diarization, audio event tagging, word-level timestamps, forced alignment, subtitle generation. Use for: meeting transcription, subtitles, podcast transcripts, lip-sync timing, karaoke. Triggers: elevenlabs stt, elevenlabs transcription, scribe, elevenlabs speech to text, forced alignment, word alignment, subtitle timing, diarization, speaker identification, audio event detection, eleven labs transcribe
ElevenLabs voice isolator - remove background noise and isolate vocals from audio via inference.sh CLI. Capabilities: noise removal, voice extraction, audio cleanup, background removal. Use for: podcast cleanup, interview audio, music vocals, noisy recordings, audio restoration. Triggers: voice isolator, noise removal, background removal, isolate voice, clean audio, remove background noise, audio cleanup, voice extraction, elevenlabs isolator, eleven labs noise, vocal isolation, denoise, audio restoration, voice separation
Generate images with FLUX models (Black Forest Labs) via inference.sh CLI. Models: FLUX Dev LoRA, FLUX.2 Klein LoRA with custom style adaptation. Capabilities: text-to-image, image-to-image, LoRA fine-tuning, custom styles. Triggers: flux, flux.2, flux dev, flux schnell, flux pro, black forest labs, flux image, flux ai, flux model, flux lora
Review, critique, compare, improve, or stress-test an existing game concept, GDD, mechanic, puzzle, economy, level, theme, emotional arc, interface, narrative, social feature, prototype, pitch, or playtest result. Use when the user asks what is weak, risky, unclear, unbalanced, contradictory, insufficiently engaging, or worth validating next in a game design. Produce evidence-based findings, explicit tradeoffs, and the smallest useful prototype or playtest experiment.
Create collectible holographic foil cards and two-image lenticular flip cards with AI-generated full-color ukiyo-e and colored sumi-e anime artwork, layered Blender scenes, renders, GLB export, and a flat white web viewer. Use for 镭射卡、闪卡、全息卡、光栅卡、一念神魔、双形态卡、角色收藏卡，或需要保持角色高度一致的 A/B 状态切换。
Rewrite AI-sounding text so it reads naturally without changing what it says. Use when editing or reviewing prose for inflated claims, sales language, vague sources, repetitive structure, stock AI words, passive voice, filler, or chatbot artifacts. Based on Wikipedia's "Signs of AI writing."
Detect and remove signs of AI-generated writing from text. Use whenever editing, rewriting, proofreading, or reviewing any text to make it sound more natural and human-written. Trigger this skill when the user asks to "humanize" text, remove AI patterns, make writing less robotic, sound more natural, avoid AI detection, rewrite in a human voice, de-slop text, or improve writing authenticity. Also use proactively when you notice AI writing patterns in text you're producing or editing.
Icon and illustration systems: grid and sizing scales, library selection (Lucide, Heroicons, Phosphor, SF Symbols, Material Symbols), illustration style guides, SVG optimization, and accessible iconography. Use when choosing an icon set, sizing icons, or establishing an illustration style.
Extract transcript, metadata, music, and key frames from Instagram Reels. Use when the user shares an Instagram Reel URL (instagram.com/reel/, instagram.com/p/) and wants the script/transcript, video details, creator info, view counts, comments, music used, or any data from the reel. Also use when the user wants to analyze, repurpose, or reference an Instagram video's content.
Use compatible KOLSprite MCP caption tools when the user supplies or references a TikTok video and asks to extract, transcribe, translate, summarize, analyze, compare, or rewrite its subtitles, speech, script, hook, selling points, CTA, or content structure. Do not trigger from a bare video URL without a video-content intent.
Turn a topic or finished script plus an authorized adult presenter image into a complete, publish-ready AI presenter video. Use for new presenter videos and for continuing, revising, captioning, lip-sync repairing, or re-exporting an existing presenter-video job. Keep model and provider selection capability-based and record the actual choices per job.
Generate images with Google Gemini 3.1 Flash Image Preview (Nano Banana 2) via inference.sh CLI. Capabilities: text-to-image, image editing, multi-image input (up to 14 images), Google Search grounding. Triggers: nano banana 2, nanobanana 2, gemini 3.1 flash image, gemini 3 1 flash image preview, google image generation
Generate images with Google Gemini native image models via inference.sh CLI. Models: Gemini 3 Pro Image, Gemini 2.5 Flash Image. Capabilities: text-to-image, image editing, multi-image input. Triggers: nano banana, gemini image, gemini 3 pro image, gemini 2.5 flash image, google image generation, native image generation, gemini native image
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.