Analyze and optimize Core Web Vitals (LCP, CLS, INP) and frontend performance. Use when a user asks to improve page speed, fix layout shifts, reduce loading times, analyze Lighthouse reports, optimize bundle size, or improve Google PageSpeed scores. Covers image optimization, code splitting, font loading, render-blocking resources, and JavaScript execution costs.

Automate Blender rendering from the command line. Use when the user wants to set up renders, batch render scenes, configure Cycles or EEVEE, set up cameras and lights, render animations, create materials and shaders, or build a render pipeline with Blender Python scripting.

You are an expert in Cloudflare Workers AI, the serverless AI inference platform running on Cloudflare's global network. You help developers run LLMs, embedding models, image generation, speech-to-text, and translation models at the edge with zero cold starts, pay-per-use pricing, and integration with Workers, Pages, and Vectorize — enabling AI features without managing GPU infrastructure.

Node-based graphical interface for Stable Diffusion workflows. Build complex image generation pipelines by connecting nodes visually. Supports custom nodes, ControlNet, LoRA, upscaling, and advanced workflows with full control over the diffusion process.

Build, debug, and optimize Docker configurations. Use when a user asks to create a Dockerfile, fix Docker build errors, optimize image size, write docker-compose files, debug container issues, set up multi-stage builds, or troubleshoot networking between containers. Covers Dockerfile best practices and compose orchestration.

You are an expert in Excalibur.js, the TypeScript-first 2D game engine built for the web. You help developers build browser games using Excalibur's Actor system, Scene management, Tiled integration, physics, animation, sound, and input handling — with first-class TypeScript support, excellent documentation, and a focus on developer experience over raw performance.

Run Vision Language Models locally on Apple Silicon Macs using MLX. Use when: installing mlx-vlm, running VLM inference (image + text → response), fine-tuning vision models on custom datasets, batch processing images with local AI, comparing local VLM to cloud APIs (GPT-4V, Claude Vision), or working with LLaVA, Phi-3-Vision, Qwen2-VL, Pixtral, Llama-3.2-Vision on Mac.

Review code for performance issues and optimization opportunities. Use when someone needs to check for N+1 queries, unnecessary re-renders, memory leaks, inefficient algorithms, missing indexes, or bundle size regressions. Trigger words: performance review, slow query, N+1, memory leak, bundle size, latency, optimization, re-render, Big O.

Runway ML API for AI video generation and editing — Gen-3 Alpha Turbo, image-to-video, and video-to-video. Use when generating video from text or images, applying AI video effects, or automating creative video production pipelines.

You are an expert in Tesseract OCR, the most popular open-source optical character recognition engine. You help developers extract text from images, PDFs, and scanned documents using Tesseract's LSTM neural network engine, multi-language support (100+ languages), page segmentation modes, and integration with image preprocessing for maximum accuracy.

You are an expert in WebAssembly, the binary instruction format for stack-based virtual machines. You help developers compile Rust, C, C++, Go, and AssemblyScript to WASM for near-native performance in browsers, edge functions, and serverless environments — building image/video processing, games, crypto, AI inference, and compute-intensive tools that run 10-100x faster than JavaScript.

Render 3D graphics in the browser with WebGL — set up rendering pipelines, write vertex and fragment shaders in GLSL, manage buffers and textures, handle camera transformations, and build interactive 3D scenes. Use when tasks involve 3D visualization, GPU-accelerated rendering, custom shaders, or building graphics-intensive web applications.

You are an expert in BullMQ, the high-performance job queue for Node.js built on Redis. You help developers build reliable background processing systems with delayed jobs, rate limiting, prioritization, repeatable cron jobs, job dependencies, concurrency control, and dead-letter handling — powering email sending, image processing, webhook delivery, report generation, and any async workload.

Transcribe and analyze audio with the Deepgram API. Use when a user asks to convert speech to text, implement real-time transcription, analyze audio intelligence, detect languages, or build voice-enabled applications with Deepgram SDKs.

Recover deleted files and carve artifacts from disk images and memory dumps with Foremost. Use when a user asks to extract files from a raw disk image, recover accidentally deleted photos, pull embedded files out of a CTF blob, or carve artifacts from unallocated space.

Python library for building ML demo UIs with minimal code. Create interactive web interfaces for models with text, image, audio, and video inputs/outputs. Share demos via public links or deploy to Hugging Face Spaces.

You are an expert in Jotai, the primitive and flexible state management library for React based on atomic state. You help developers build React applications with fine-grained reactivity using atoms (state primitives), derived atoms (computed values), async atoms (data fetching), and atom families — providing bottom-up state management where only components subscribing to changed atoms re-render.

Build interactive 2D canvas applications with Konva. Use when a user asks to create drawing tools, image editors, interactive graphics, drag-and-drop interfaces, or canvas-based UIs using Konva or react-konva.

Open-source data labeling and annotation platform for ML projects. Supports text, image, audio, video, and time-series data. Features configurable labeling interfaces, ML-assisted labeling, team collaboration, and API integration for automated workflows.

Build real-time audio and video applications with LiveKit. Use when a user asks to implement WebRTC rooms, video conferencing, live streaming, screen sharing, or real-time communication using the LiveKit SDK.

Transcribe YouTube videos to text using OpenAI Whisper and yt-dlp. Use when the user wants to get a transcript from a YouTube video, generate subtitles, convert video speech to text, create SRT/VTT captions, or extract spoken content from YouTube URLs.

Draw 2D graphics with the HTML5 Canvas API — shapes, text, images, gradients, transformations, pixel manipulation, and offscreen rendering. Use when tasks involve generating images server-side (with node-canvas), creating charts, image compositing, watermarking, or browser-based drawing applications.

Generate realistic speech with the ElevenLabs API. Use when a user asks to convert text to speech, clone voices, build voice-enabled apps, stream audio, or integrate ElevenLabs voice synthesis into applications.

Parse and manipulate OpenType/TrueType fonts with opentype.js — read font metadata, access glyph outlines, measure text, generate font subsets, and render text to SVG paths. Use when tasks involve custom text rendering, font analysis, glyph extraction, or building font tools.

Run machine learning models in the cloud via API. Access thousands of open-source models for image generation, language, audio, and video. Fine-tune models on custom data and deploy custom models with Cog packaging format.

Cloud platform for running open-source AI models. Provides inference APIs for LLMs, image models, and embedding models. Supports fine-tuning on custom data, OpenAI-compatible API format, and competitive pricing for open-source model hosting.

Build voice AI applications using Microsoft's VibeVoice — open-source frontier voice synthesis, recognition, and real-time conversation. Use when: building voice assistants, adding TTS/STT to applications, creating real-time voice chat, voice cloning.

Real-time face swap and video deepfake using a single source image. Use when: building face-swap applications, real-time video effects, virtual try-on features, AI video effects pipelines.

Handle file uploads in TypeScript apps with UploadThing. Use when a user asks to implement file uploads, handle image uploads in Next.js, add drag and drop file upload, or integrate S3-backed file storage without managing infrastructure.

Manage images and videos with Cloudinary. Use when a user asks to optimize images, add image transformations, implement responsive images, upload media, or serve optimized assets from a CDN.

Optimize and transform images with imgix. Use when serving responsive images, implementing image CDN, adding real-time transformations, or optimizing Core Web Vitals with image delivery.

Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y".

Generate SRT subtitles from video/audio with translation support. Transcribes Hebrew (ivrit.ai) and English (whisper), translates between languages, burns subtitles into video. Use for creating captions, transcripts, or hardcoded subtitles for WhatsApp/social media.

AI-native lead intelligence and outreach pipeline. Replaces Apollo, Clay, and ZoomInfo with agent-powered signal scoring, mutual ranking, warm path discovery, source-derived voice modeling, and channel-specific outreach across email, LinkedIn, and X. Use when the user wants to find, qualify, and reach high-value contacts.

End-to-end AI video generation - create videos from text prompts using image generation, video synthesis, voice-over, and editing. Supports OpenAI DALL-E, Replicate models, LumaAI, Runway, and FFmpeg editing.

Build polished showcase and demo videos from screenshots, avatars, and text overlays using ffmpeg. Use when creating demo reels, hackathon presentations, product walkthroughs, or social media video content from static assets. Requires ffmpeg.

Download YouTube videos with customizable quality and format options. Use this skill when the user asks to download, save, or grab YouTube videos. Supports various quality settings (best, 1080p, 720p, 480p, 360p), multiple formats (mp4, webm, mkv), and audio-only downloads as MP3.

Scrape and download all images from a given URL. Takes a URL, extracts image URLs from the page, and downloads them. Uses python3/curl as primary method, falls back to browser automation if needed. Use when user provides a URL and wants to download images from that page.

Use this skill when the user requests to generate, create, or imagine videos. Supports structured prompts and reference image for guided generation.

Content atomization — turn one piece of content into many formats. Covers blog-to-thread, blog-to-carousel, podcast-to-blog, video-to-quotes, and more. Use for: content marketing, social media, multi-platform distribution, content strategy. Triggers: content repurposing, repurpose content, content atomization, content recycling, one to many content, multi platform content, cross post, adapt content, reformat content, blog to thread, blog to video, podcast to blog, content multiplication

Generate images using ModelScope Z-Image-Turbo API. Use when user asks to generate, create, or make images, pictures, or illustrations.

Generate FFmpeg commands from natural language video editing requests - cut, trim, convert, compress, change aspect ratio, extract audio, and more.

Essential Docker commands and workflows for container management, image operations, and debugging.

Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.

Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.

Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio...

Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).

Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.

Build AI phone agents with AgentPhone API. Use when the user wants to make phone calls, send/receive SMS, manage phone numbers, create voice agents, set up webhooks, or check usage — anything related to telephony, phone numbers, or voice AI.

Novita AI API for LLM inference, image generation, and video generation. Use when the user mentions "Novita", "Novita AI", "novita.ai", "Seedance", or wants to run open models (DeepSeek, Llama, Qwen) or generate images and videos (including Seedance 2.0) through an OpenAI-compatible or async API.

Use vm0 Zero generation pipelines via `zero generate` for images, videos, voice, presentations, websites, reports, posters, docs designs, dashboard designs, mobile app designs, and connector-backed text/code/document generation. Use when a user asks to generate an artifact and the right built-in pipeline, style, model, or connector should be discovered at runtime.

Google Gemini image generation (Nano Banana) via the Gemini API. Use when user mentions "Nano Banana", "Gemini image generation", "gemini-3-pro-image", "gemini-2.5-flash-image", or wants to generate/edit images with Google's native image model.

Twilio API for SMS, voice, WhatsApp, and Verify. Use when user mentions "Twilio", "send SMS", "voice call", "WhatsApp message", "phone number lookup", or "Verify OTP".

Cloudinary API for image/video management. Use when user mentions "Cloudinary", "upload image", "transform image", or media assets.

Hume AI API for emotion analysis. Use when user mentions "Hume", "emotion AI", "sentiment analysis", or voice emotion detection.

Replicate API for running open-source ML models in the cloud. Use when user mentions "Replicate", "run a model on Replicate", "AI image generation", "SDXL", "FLUX", "Llama", or "open-source ML inference".

Stability AI API for AI image generation using Stable Diffusion. Use when user mentions "Stability AI", "Stable Diffusion", "SDXL", "SD3", "image generation", "inpainting", "outpainting", "image upscaling", or "sketch to image".

Tripo 3D API for generating 3D models from text or images. Use when the user mentions "Tripo", "Tripo 3D", "Tripo3D", "tripo3d.ai", text-to-3D, image-to-3D, or wants to generate, refine, texture, or animate a 3D model (mesh, GLB, FBX, USDZ).

YouTube API for videos and channels. Use when user mentions "YouTube", "youtube.com", "youtu.be", shares a video link, "channel stats", or asks about video content.

Atlas Cloud API for multimodal AI model inference. Use when user mentions "Atlas Cloud", "atlascloud", "multimodal models", or asks for OpenAI-compatible chat, image generation, video generation, or media upload through Atlas Cloud.

HeyGen API for AI video avatars. Use when user mentions "HeyGen", "AI avatar", "video avatar", or "AI presenter".

HTML/CSS to Image API for rendering. Use when user mentions "HTML to image", "render HTML", "screenshot", or "convert to image".

Luma AI Dream Machine API for AI video and image generation. Use when user mentions "Luma AI", "Dream Machine", "luma video", "luma image", or "lumalabs".

Seedance video generation API by ByteDance. Use when user mentions "Seedance", "ByteDance video AI", "text-to-video", "image-to-video", or wants to generate AI videos using Seedance models.

Pika Developer API for joining video meetings (Google Meet, Zoom) as a real-time AI avatar with voice cloning. Use when user mentions "Pika", "PikaStream", "pikastream", "join a meeting as AI", "AI avatar meeting", or "video meeting bot".

Runway ML API for AI video generation. Use when user mentions "Runway", "Runway ML", "AI video", "Gen-2", or video generation.

ElevenLabs API for text-to-speech and voice. Use when user mentions "ElevenLabs", "text to speech", "voice cloning", or "AI voice".

Fal.ai API for AI image and video generation. Use when user mentions "Fal.ai", "AI image generation", "video generation", or "fal" models.

Mathpix API for converting images, PDFs, and handwriting into LaTeX, Markdown, DOCX, or structured JSON. Use when user mentions "Mathpix", "OCR math", "image to LaTeX", "PDF to docx", or "extract equations".

Moss real-time semantic search API for conversational and voice AI agents. Use when user mentions "Moss", "moss.dev", "real-time semantic search", "voice agent retrieval", or "low-latency RAG".

Imgur API for image hosting. Use when user mentions "Imgur", "upload image", "image hosting", or asks about image sharing.

Real-time audio playback patterns for macOS Apple Silicon. TRIGGERS - audio jitter, tts choppy, sounddevice

One-time bootstrap for Kokoro TTS engine, Telegram bot, and BotFather setup. TRIGGERS - setup tts, install kokoro, botfather

Diagnose and resolve TTS and Telegram bot issues. TRIGGERS - tts not working, bot not responding, kokoro error

Download YouTube audio and push to BookPlayer on iPhone via USB. TRIGGERS - youtube audio, bookplayer, download youtube

Configure TTS voices, speed, timeouts, queue depth, and bot settings. TRIGGERS - configure tts, change voice, tts speed

user wants to create a macOS Calendar event with sound alarms and paired Reminders, schedule a meeting, RSVP to an invitation, or set reminders.

Configure a MacBook as an always-on-AC desktop workstation with USB device resilience, battery longevity, and self-healing audio device.

Audition Kokoro TTS voices to compare quality and grade. TRIGGERS - audition voices, kokoro voices, voice comparison

Start/stop Kokoro TTS HTTP server. TRIGGERS - start tts server, kokoro server, tts http, stop tts server.

Synthesize text to speech with Kokoro TTS. TRIGGERS - speak this, kokoro tts, text to speech, synthesize voice, say this.

Scheduled email digest via Agent SDK Haiku. Triages emails into 3 categories, sends Telegram notification + podcast voice.

Control the pushover.net web dashboard headlessly for things the HTTP API cannot do - log in, list applications, CREATE or DELETE Pushover applications (returning the new app's API token), and ADD or REMOVE custom notification sounds (with a sourcing+loudness pipeline for free MP3 jingles). Drives system Google Chrome via Playwright. Use when the user wants to automate the Pushover website/dashboard rather than send notifications (that is send-notification). TRIGGERS - pushover dashboard, create pushover app, delete pushover app, new api token, add custom sound, upload pushover sound, remove custom sound, find jingle, pushover web automation.

Use when user wants to send or upload a file, photo, video, voice note, or document on Telegram via their personal account.

Augment Kokoro TTS engine — upgrade dependencies and model. Renamed from 'upgrade' to avoid clashing with Claude Code's built-in.

Remove Kokoro TTS engine. TRIGGERS - remove kokoro, uninstall tts, delete kokoro, clean tts.

Render a verbose monospace "incident report" PNG tuned for reading on an iPhone 13 mini in a Pushover notification (72-column wrap, dark theme, green headings, no horizontal cut-off, unlimited scrollable height). Use when the user wants a detailed text briefing/report rendered as an image to attach to a push notification, or asks for a Pushover-friendly report image. TRIGGERS - render report, incident report image, pushover briefing image, report png.

Send a Pushover push notification to the user's devices, optionally with an image attachment. Use when the user wants to send/push a notification, alert, or message via Pushover, or programmatically notify their phone. For repeating-alarm emergency alerts that require acknowledgement use emergency-priority2-receipt instead; for rendering a verbose incident-report image use render-incident-report-image. TRIGGERS - send pushover, push notification, notify my phone, pushover alert.

List or validate Pushover notification sounds (built-in plus this account's custom uploaded sounds) via the /1/sounds.json API. Use when choosing a notification sound, checking whether a custom sound exists, or picking a safe fallback before sending. TRIGGERS - pushover sounds, list sounds, validate sound, custom sound, which sounds.

Interprefy platform help — enterprise multilingual communication with RSI (Remote Simultaneous Interpretation), AI speech translation, and live captions across 80+ meeting/event platforms. Use when setting up Interprefy for a multilingual conference or meeting, choosing between Interprefy Inject vs Widget vs Virtual Cable vs Agent integration methods, audio delays or iframe not loading during live interpretation, comparing Interprefy vs KUDO vs Wordly vs Interactio for enterprise interpretation, understanding Interprefy pricing (hourly vs daily vs 12-month plans), or connecting Interprefy to Zoom, Teams, or a third-party event platform. Do NOT use for choosing between all AI note-takers (use /sales-note-taker) or reviewing a call for coaching (use /sales-call-review).

Talkwalker platform help — enterprise social listening, media monitoring, consumer intelligence, image/logo recognition, Blue Silk AI, Streaming API, Hootsuite integration. Use when Talkwalker search queries return too much noise and need Boolean refinement, image recognition isn't detecting your logo in visual content, Streaming API connection drops or stops delivering results, data export restrictions are blocking your reporting pipeline, API credit consumption is higher than expected, you need to pull Talkwalker data into your CRM or BI tool via REST API, or the Talkwalker dashboard feels overwhelming and you don't know where to start. Do NOT use for social listening strategy across tools (use /sales-social-listening) or choosing between social listening platforms (use /sales-social-listening).

Designs multi-channel outbound cadences with timing, A/B testing, and content. Use when outbound sequences getting low reply rates, unsure how many touchpoints or what spacing to use, cadence emails sound generic, prospects ignoring calls, A/B tests not moving the needle, sequence performance plateauing, or not sure which channels to include in outreach. Do NOT use for general outreach message writing (use /sales-outreach), marketing cold email (use /cold-email), automated email flows (use /email-sequence), or general Salesloft platform help (use /sales-salesloft).

TranscribeMe platform help — human+AI hybrid transcription service with 99% accuracy guarantee on human-reviewed tiers, HIPAA compliance, and REST API. Use when uploading audio for human-edited transcription, choosing between Machine Express and human-reviewed tiers, integrating TranscribeMe API into a transcript pipeline, comparing TranscribeMe vs Rev vs GoTranscript vs Sonix for accuracy-critical transcription, troubleshooting slow turnaround or inconsistent punctuation, setting up HIPAA-compliant medical or legal transcription, or debugging chunked upload or OAuth token issues. Do NOT use for live meeting recording or real-time transcription (TranscribeMe is upload-only — use /sales-note-taker for live meeting tools).

Zendesk platform help — ticketing, Help Center knowledge base, AI agents, live chat, Talk voice, Sell CRM, omnichannel messaging, Explore analytics, Marketplace apps, REST API. Use when Zendesk tickets not routing correctly, AI agent misclassifying or giving wrong answers, help center articles not surfacing in search, live chat widget not converting, SLA badges not showing or breach timers wrong, Zendesk costs spiraling with add-ons, API rate limits being hit, or integrations not syncing with Salesforce or HubSpot. Do NOT use for help desk platform comparison (use /sales-helpdesk-selection), CCaaS platform selection (use /sales-ccaas-selection), or live chat strategy across tools (use /sales-live-chat).

Talkdesk platform help — cloud contact center (CCaaS) with AI virtual agents, omnichannel routing, workforce management, and quality management. Use when setting up Talkdesk ACD routing or Studio IVR, calls keep dropping or audio quality is bad, AI features like Autopilot and CoPilot are expensive add-ons, comparing Talkdesk pricing tiers (Digital $85 to Industry $225/agent/mo), integrating Talkdesk with Salesforce Service Cloud Voice, Talkdesk reporting is hard to customize, WFM forecasting or scheduling not working, or implementation taking too long. Do NOT use for building a general coaching program (use /sales-coaching) or reviewing a specific call transcript (use /sales-call-review).

ForumScout platform help — AI social listening across 10M+ forums, Reddit, X, LinkedIn, YouTube, Instagram, Bluesky, HN, Facebook with natural language AI filtering, sentiment analysis, competitive intelligence, share of voice, auto-replies, and API/MCP via apidirect.io. Use when ForumScout mentions are full of irrelevant noise and you need to tune AI filters, keyword scouts aren't catching conversations you know exist, auto-replies sound generic or are getting flagged, scan frequency feels too slow and you need faster mention detection, you want to connect ForumScout to your CRM or dashboard via webhooks or API, sentiment analysis results don't match what you see in conversations, you need to set up competitive intelligence and share of voice tracking, or you're confused about the difference between ForumScout and API Direct pricing. Do NOT use for social listening strategy across tools (use /sales-social-listening) or choosing between social listening platforms (use /sales-social-listening).