tech-debt-manager
Strategic technical debt management - understanding the debt metaphor, knowing when to take on debt, when to pay it down, and how to communicate debt decisions to stakeholdersUse when "tech debt, technical debt, legacy code, should we fix, cleanup backlog, maintenance, when to refactor, debt prioritization, shortcuts, tech-debt, technical-debt, legacy, maintenance, prioritization, stakeholder-communication" mentioned.
tech-debt-negotiation
Expert in making the business case for technical debt reduction. Covers quantifying debt costs, getting stakeholder buy-in, prioritizing what to fix, and negotiating engineering time for maintenance. Understands how to translate tech problems into business impact. Use when "tech debt, technical debt, need to refactor, legacy code, maintenance time, engineering capacity, pay down debt, " mentioned.
technical-analysis
Master of price action, chart patterns, and technical indicators - combining classical Wyckoff/Dow theory with modern quantitative validation for edge identificationUse when "technical analysis, chart pattern, indicator, RSI, MACD, support resistance, trend, candlestick, price action, fibonacci, trading, technical-analysis, charts, indicators, price-action, patterns, support-resistance, trend-following" mentioned.
technical-debt-strategy
Technical debt is not bad. Reckless debt is bad. Strategic debt is a tool. Like financial debt, it can accelerate growth when used wisely or bankrupt you when ignored. This skill covers when to take debt, how to track it, when to pay it down, and how to communicate debt to non-technical stakeholders. Use when "keywords, contexts, " mentioned.
technical-writer
Effective technical documentation - knowing what to write, for whom, and when. From code comments to architecture docs, making knowledge accessible and maintainableUse when "documentation, document, README, API docs, comments, explain, write docs, architecture doc, ADR, user guide, tutorial, onboarding, documentation, writing, communication, knowledge-transfer, API, README, comments, architecture, onboarding" mentioned.
telegram-bot-builder
Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategies, and scaling bots to thousands of users. Use when "telegram bot, bot api, telegram automation, chat bot telegram, tg bot, " mentioned.
telegram-mastery
Expert in building and managing Telegram communities. Covers group vs channel strategy, bot automation, anti-spam, and managing large groups. Understands Telegram's unique culture, especially in crypto/web3 communities. Use when "telegram group, telegram community, telegram channel, telegram bot, telegram moderation, " mentioned.
telegram-mini-app
Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and building viral mini apps that monetize. Use when "telegram mini app, TWA, telegram web app, TON app, mini app, " mentioned.
temporal-craftsman
Workflow orchestration expert using Temporal.io for durable executionUse when "temporal workflow, durable execution, saga pattern, workflow orchestration, long running process, activity retry, workflow versioning, temporal, workflows, durable-execution, saga, orchestration, activities, long-running, ml-memory" mentioned.
test-architect
Testing strategy specialist for test pyramid design, test isolation, property-based testing, and quality gatesUse when "testing, test strategy, unit test, integration test, e2e, property testing, test pyramid, flaky test, test coverage, quality gate, testing, pytest, jest, unit-testing, integration-testing, e2e, property-testing, tdd, quality, ml-memory" mentioned.
test-strategist
Testing strategy and design - what to test, how to test, and when testing is overkill. From TDD to integration tests to knowing when to skip tests entirelyUse when "test, testing, unit test, integration test, e2e, TDD, test coverage, how to test, should I test, test pyramid, flaky test, testing, tdd, unit-tests, integration, e2e, test-pyramid, coverage, quality" mentioned.
testing-automation
World-class test automation - unit, integration, e2e testing strategies, and the battle scars from flaky tests that broke CI/CD pipelinesUse when "test, testing, unit test, integration test, e2e, end to end, jest, vitest, pytest, playwright, cypress, mock, stub, fixture, coverage, tdd, bdd, flaky, test automation, testing, unit-tests, integration-tests, e2e, tdd, bdd, jest, pytest, playwright, cypress, vitest" mentioned.
testing-strategies
Good tests give you confidence to ship. Bad tests give you a false sense of security while slowing you down. The goal isn't 100% coverage - it's the right tests for the right things. This skill covers the testing pyramid (unit, integration, E2E), when to use each, mocking strategies, and the patterns that make tests maintainable. The key insight: test behavior, not implementation. Your tests should survive refactoring. 2025 reality: Jest is still king for JavaScript. Vitest is faster. Playwright dominates E2E. pytest owns Python. The real challenge isn't which tool to use - it's knowing what to test and how. Use when "test, testing, unit test, integration test, e2e, jest, vitest, playwright, cypress, pytest, mock, fixture, tdd, testing, jest, vitest, playwright, pytest, tdd, unit-testing, e2e" mentioned.
text-to-video
Expert patterns for AI video generation including text-to-video, image-to-video, video editing, and API integration with Runway, Kling, Luma, Wan, and ReplicateUse when "text to video, video generation, image to video, runway api, kling video, luma dream machine, wan video, animate image, ai video, video-generation, text-to-video, image-to-video, runway, kling, luma, wan, replicate, ai-video" mentioned.
texture-art
Expert texture artist specializing in PBR workflows, Substance suite, Quixel Mixer, and hand-painted techniques for games and film productionUse when "texture artist, PBR textures, Substance Painter, Substance Designer, Quixel Mixer, normal map, roughness map, metallic map, albedo texture, base color map, texture baking, bake normal, texel density, trim sheet, texture atlas, channel packing, material layering, wear and tear, edge wear, hand painted texture, stylized texture, UDIM workflow, height map vs normal, color ID map, material ID, texture seams, tiling texture, seamless texture, texture, pbr, substance-painter, substance-designer, quixel, megascans, normal-map, roughness, metallic, albedo, uv-mapping, baking, trim-sheet, material, hand-painted, stylized, photorealistic, game-art, 3d-art" mentioned.
thought-leadership
Expert in building thought leadership - establishing individuals or companies as authoritative voices in their industry. Covers positioning, content strategy, speaking, writing, and building genuine expertise into visible influence. Knows the difference between thought leadership and self-promotion, and how to build lasting authority. Use when "thought leadership, industry authority, executive visibility, speaking engagements, opinion content, industry voice, build authority, " mentioned.
threejs-3d-graphics
Senior graphics programmer specializing in Three.js, WebGL, shaders, and performance optimizationUse when "three.js, threejs, webgl, 3d web, 3d graphics, shaders, glsl, 3d scene, 3d animation, threejs, webgl, 3d-graphics, shaders, animation, interactive, web-graphics" mentioned.
token-launch
Comprehensive expertise in launching tokens through IDOs, implementing secure vesting contracts, designing sustainable tokenomics, and ensuring fair launch mechanics. Covers launchpad integrations, cliff/unlock schedules, anti-bot protection, and regulatory considerations. Use when "token launch, IDO, initial dex offering, tokenomics, vesting schedule, cliff period, token allocation, fair launch, launchpad, token sale, presale, private sale, public sale, token unlock, TGE, token generation event, " mentioned.
tokenomics-design
Expert in token economics - distribution models, vesting schedules, incentive mechanisms, emission curves, and sustainable protocol designUse when "tokenomics, token economics, vesting, token distribution, emission, inflation, token utility, governance token, token supply, tokenomics, token-economics, vesting, emission, incentives, governance, defi, crypto" mentioned.
trading-psychology
World-class trading psychology - emotional control, cognitive biases, discipline, and journaling. The mental game separates consistent winners from everyone else. Use when "trading psychology, emotional trading, discipline, tilt, revenge trading, FOMO, fear, trade journal, mental game, mindset, " mentioned.
transformer-architecture
Use when implementing attention mechanisms, building custom transformer models, understanding positional encoding, or optimizing transformer inference - covers self-attention, multi-head attention, RoPE, ALiBi, and architecture variantsUse when ", " mentioned.
trigger-dev
Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when "trigger.dev, trigger dev, background task, ai background job, long running task, integration task, scheduled task, trigger-dev, background-jobs, ai-workflows, typescript, integrations, async, tasks, serverless" mentioned.
twilio-communications
Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems and multi-channel authentication. Critical focus on compliance, rate limits, and error handling. Use when "twilio, send SMS, text message, voice call, phone verification, 2FA SMS, WhatsApp API, programmable messaging, IVR system, TwiML, phone number verification, " mentioned.
typescript-strict
Expert knowledge for TypeScript strict mode patterns and type safetyUse when "typescript, type error, strict mode, generics, type inference, any type, type assertion, typescript, types, strict, generics, type-safety, inference" mentioned.
typography
The art and science of arranging type to make written language legible, readable, and visually appealing. Typography is the invisible art - when done well, readers absorb content without noticing the craft. When done poorly, they struggle without knowing why. Great typography creates visual hierarchy, establishes rhythm, conveys emotion, and guides the eye through content. It combines centuries of print wisdom with modern digital constraints - understanding that a typeface designed for books may fail on screens, that line length affects comprehension, and that the space between letters matters as much as the letters themselves. This skill covers type selection, pairing, scaling, spacing, responsive typography, variable fonts, font loading optimization, and accessibility. Master typographers know that choosing a font is the easy part - the craft is in the details of how it's set. Use when "typography, font, typeface, type scale, line height, leading, kerning, tracking, font pairing, font loading, variable font, web font, letter spacing, type hierarchy, font size, font weight, measure, line length, vertical rhythm, FOUT, FOIT, font display, typography, fonts, typeface, type-scale, line-height, font-pairing, web-fonts, variable-fonts, design-system, accessibility, readability" mentioned.
ui-design
World-class UI design expertise combining the precision of Jony Ive's Apple work, the systems thinking of Figma's design philosophy, and the accessibility obsession of Inclusive Design principles. UI design is the craft of making interfaces that users don't notice - because they just work. Great UI isn't about making things pretty. It's about making the right thing obvious and the wrong thing impossible. Every pixel, every animation, every spacing decision either helps the user or hurts them. The best UI designers are invisible - users accomplish their goals without ever thinking about the interface. Use when "ui design, visual design, interface design, component, design system, figma, sketch, color, typography, spacing, layout, animation, motion, responsive, mobile design, button, form design, card, modal, navigation, icon, ui, design, visual, interface, components, design-system, figma, accessibility" mentioned.
unity-development
Building games and interactive experiences with Unity engine, C#, MonoBehaviours, and modern Unity patternsUse when "unity, unity3d, unity game, unity development, monobehaviour, prefab, scriptableobject, ecs unity, dots unity, unity physics, unity ui, addressables, unity coroutine, burst, unity jobs, unity, unity3d, gamedev, game-engine, csharp, c#, monobehaviour, prefabs, scriptableobjects, ecs, dots, mobile, console, pc, vr, ar" mentioned.
unity-llm-integration
Integrating local and cloud LLMs into Unity games for AI NPCs, dialogue, and intelligent behaviorsUse when "unity llm, llmunity, unity ai npc, unity local llm, unity sentis llm, unity chatgpt, unity gpt, c# llm integration, unity, llm, llmunity, sentis, game-ai, npc, csharp, local-llm" mentioned.
unreal-engine
Building AAA-quality games and real-time experiences with Unreal Engine 5Use when "unreal, ue5, ue4, unreal engine, blueprints, blueprint, actor component, gameplay ability, gas unreal, niagara, nanite, lumen, world partition, level streaming, unreal multiplayer, unreal replication, gamemode, gamestate, playerstate, playercontroller, pawn, character class, uclass, ustruct, uenum, uproperty, ufunction, unreal, ue5, blueprints, c++, gamedev, aaa, real-time, rendering, nanite, lumen, niagara, gameplay, replication, multiplayer, gas" mentioned.
unreal-llm-integration
Integrating local and cloud LLMs into Unreal Engine games for AI NPCs and intelligent behaviorsUse when "unreal llm, ue5 ai npc, unreal chatgpt, blueprint llm, unreal engine ai, ue5 dialogue, unreal, ue5, llm, blueprint, cpp, game-ai, npc" mentioned.
upstash-qstash
Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when "qstash, upstash queue, serverless cron, scheduled http, message queue serverless, vercel cron, delayed message, qstash, upstash, serverless, message-queue, scheduling, cron, webhooks, http-messaging" mentioned.
ux-design
World-class UX design expertise combining Don Norman's human-centered principles, IDEO's design thinking methodology, and the product intuition developed from studying thousands of user sessions. UX design is the bridge between user needs and product decisions. Great UX isn't about what looks right - it's about what works right. The best experiences are invisible: users accomplish goals without friction, confusion, or frustration. Every interaction should feel inevitable in hindsight, even if the user couldn't articulate what they needed beforehand. Use when "ux design, user experience, user flow, user journey, wireframe, prototype, usability, user research, persona, information architecture, onboarding, navigation, user testing, friction, confusion, drop-off, conversion, task completion, heuristics, ux, design, research, user-experience, usability, flows, prototyping, accessibility" mentioned.
v0-dev
Expert in using v0.dev for AI-powered UI generation. Covers prompting strategies, component iteration, shadcn/ui integration, export workflows, and customization. Knows how to get the best results from v0 and integrate generated components into production codebases. Use when "v0, v0.dev, generate ui, shadcn component, ai component, generate component, v0, v0-dev, ui-generation, shadcn, component-generation, ai-ui, vercel" mentioned.
vector-specialist
Embedding and vector retrieval expert for semantic searchUse when "vector search, embeddings, semantic search, qdrant, pgvector, similarity search, reranking, hybrid retrieval, embeddings, vector-search, qdrant, pgvector, semantic-search, retrieval, reranking, ml-memory" mentioned.
vehicle-design
Expert vehicle designer combining industrial design rigor with entertainment artistry. This skill embodies the methodologies of Scott Robertson's "How to Draw" precision, Syd Mead's future industrial aesthetic, and the functional-aesthetic balance demanded by AAA racing games like Gran Turismo, Forza, and sci-fi franchises like Halo and Star Wars. Every vehicle tells a story through its form. A racing car must look fast standing still. A military vehicle must communicate power and protection. A spacecraft must suggest propulsion physics even when none exist. This skill bridges the gap between "cool looking" and "believably functional" - the difference between concept art that ships and concept art that gets rebuilt from scratch. Use when "vehicle design, car design, spaceship design, aircraft design, tank design, mech design, motorcycle design, racing car, futuristic vehicle, sci-fi vehicle, military vehicle, hover vehicle, flying car, starship, fighter jet, boat design, submarine design, cockpit design, vehicle interior, vehicle customization, damage states, vehicle livery, form language, vehicle proportion, wheel design, hard surface vehicle, vehicle modeling reference, vehicle turnaround, vehicle, automotive, industrial-design, concept-art, hard-surface, sci-fi, racing, military, spacecraft, mech, transportation, game-art, form-language" mentioned.
vercel-deployment
Expert knowledge for deploying to Vercel with Next.jsUse when "vercel, deploy, deployment, hosting, production, environment variables, edge function, serverless function, vercel, deployment, hosting, serverless, edge, ci-cd, environment" mentioned.
vfx-realtime
Expert real-time VFX artist specializing in particle systems, shader effects, and the invisible craft that makes games feel satisfying. Masters Niagara, VFX Graph, Godot GPU particles, and understands the AAA principles that make effects read clearly at 60fps. Use when "particle system, visual effects, vfx, particles, niagara, vfx graph, flipbook, sprite sheet, explosion effect, magic effect, trail effect, beam effect, dissolve, distortion, force field, hit effect, muzzle flash, impact effect, smoke particles, fire effect, soft particles, game juice, screen shake, particle overdraw, effect optimization, vfx, particles, effects, niagara, vfx-graph, game-juice, visual-effects, shaders, flipbook, trails, beams, explosions, optimization, gpu-particles" mentioned.
video-directing
World-class video directing mastery drawing from cinematic legends like Spielberg, Cameron, Coppola, and Nolan. This skill translates directorial intent into AI video generation, focusing on visual storytelling, emotional pacing, and shot composition. It guides the use of AI tools to orchestrate emotion, not just generate footage. Covers pre-visualization, shot sequencing, and the application of classic techniques—like the Spielberg Face or Cameron Scale—to synthetic media. Emphasizes that in an era of unlimited generative possibility, the director's vision, craft, and understanding of "why" a shot works are more critical than ever.Use when "direct, directing, director, shot, camera angle, camera movement, cinematic, scene, blocking, coverage, composition, visual storytelling, like Spielberg, like Cameron, like Nolan, like Tarantino, like Scorsese, film style, movie style, directing, cinematography, camera, shot-composition, storytelling, film, cinematic, visual-language, blocking, spielberg, cameron, nolan, tarantino, scorsese" mentioned.
video-production
World-class video production expertise combining the storytelling craft of documentary filmmakers, the efficiency of commercial production houses, and the engagement science of YouTube creators. Video production is where ideas become moving images that move people. Great video content doesn't just inform—it immerses, persuades, and converts. The best video producers understand that pre-production is where success is determined, that every shot must earn its place, that pacing controls attention, and that the story always comes first—before the technology, before the effects, before the polish. Use when "video, video production, film, shoot, footage, editing, product video, testimonial, talking head, brand video, social video, youtube, video content, b-roll, color grade, video, production, editing, filming, content, youtube, social, brand" mentioned.
video-scriptwriting
The craft of writing for the screen—from 6-second ads to 10-minute brand films. This skill bridges storytelling with the unique constraints and opportunities of video format: visual thinking, audio/visual interplay, pacing, and the relentless demand for attention in a scroll-past world. Video scripts aren't just written—they're engineered. Every second counts. Every word must earn its place. The first 3 seconds determine if anyone watches. The script must work as pure audio AND pure visual AND both together. This is writing that thinks in frames, scenes, and cuts. In the age of AI video generation, scriptwriting becomes even more critical. The script is the blueprint that AI follows. Garbage script in, garbage video out. Precise, visual, well-structured scripts enable AI to generate magic. Use when "script, video script, commercial script, ad script, TikTok script, YouTube script, explainer video, brand film, promo video, video ad, screenplay, storyboard, script, video, commercial, social-video, storytelling, visual, production" mentioned.
viral-generator-builder
Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanics, and building tools people can't resist sharing with friends. Use when "generator tool, quiz maker, name generator, avatar creator, viral tool, shareable calculator, personality test, " mentioned.
viral-hooks
Expert in creating opening lines, thumbnails, and hooks that stop the scroll. Covers curiosity gaps, pattern interrupts, emotional triggers, and platform-specific hooks. Knows how to earn attention in the first 3 seconds without resorting to clickbait. Use when "hook, opening line, scroll stopper, headline, first line, attention grab, thumbnail, clickable, " mentioned.
viral-marketing
The art and science of engineering word-of-mouth growth. Viral marketing isn't about luck—it's about deeply understanding why people share and building mechanics that make sharing natural, valuable, and irresistible. This skill covers viral loops, referral programs, social mechanics, share triggers, and growth engineering. True virality comes from building products so good that people can't help but tell others—then making that telling effortless. Use when "viral, referral, invite, share, word of mouth, k-factor, network effect, growth loop, spread, organic growth, tell a friend, refer, viral, referral, growth, sharing, word-of-mouth, network-effects, organic, loops" mentioned.
voice-agents
Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flow with sub-800ms latency while handling interruptions, background noise, and emotional nuance. This skill covers two architectures: speech-to-speech (OpenAI Realtime API, lowest latency, most natural) and pipeline (STT→LLM→TTS, more control, easier to debug). Key insight: latency is the constraint. Humans expect responses in 500ms. Every millisecond matters. 84% of organizations are increasing voice AI budgets in 2025. This is the year voice agents go mainstream. Use when "voice agent, speech to text, text to speech, whisper, elevenlabs, deepgram, realtime api, voice assistant, voice ai, conversational ai, tts, stt, asr, voice, speech, tts, stt, whisper, elevenlabs, deepgram, realtime, conversational-ai, vad, barge-in" mentioned.
voice-ai-development
Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis, LiveKit for real-time infrastructure, and WebRTC fundamentals. Knows how to build low-latency, production-ready voice experiences. Use when "voice ai, voice agent, speech to text, text to speech, realtime voice, vapi, deepgram, elevenlabs, livekit, openai realtime, voice-ai, speech-to-text, text-to-speech, realtime, openai-realtime, vapi, deepgram, elevenlabs, livekit, webrtc" mentioned.
voiceover
World-class voiceover expertise combining the narrative craft of documentary producers, the commercial precision of advertising agencies, and the accessibility of modern AI voice technology. Voiceover is the invisible art that makes or breaks video content. Great voiceover isn't just speaking clearly—it's performing the script in a way that creates the intended emotional response. The best voiceover work understands pacing, tone, emphasis, and the subtle art of making scripted words sound natural. It knows when to use human talent versus AI, and how to get the best from both. Use when "voiceover, voice over, VO, narration, narrator, voice recording, voice talent, voice actor, AI voice, text to speech, audio narration, voice direction, voiceover, audio, narration, voice, recording, AI-voice, talent, direction" mentioned.
voxel-art
Expert voxel artist with deep knowledge of MagicaVoxel workflows, palette design, animation techniques, mesh conversion, and game engine optimization. This skill represents insights from professional voxel artists, Teardown developers, and the MagicaVoxel community - knowledge Claude wouldn't normally have about this specialized art form. Use when "voxel, voxel art, magicavoxel, qubicle, voxel model, voxel animation, voxel game, blocky art, minecraft style, teardown style, voxel character, voxel environment, voxel optimization, voxel export, voxel to mesh, marching cubes, greedy meshing, voxel palette, destructible voxels, voxel, 3d, pixel-art, game-dev, magicavoxel, qubicle, animation, optimization, indie-games, retro, blocky" mentioned.
vr-ar-development
Expertise in building immersive VR/AR experiences using WebXR and spatial computing principlesUse when "vr development, ar development, webxr, virtual reality, augmented reality, mixed reality, quest, hololens, spatial computing, vr, ar, xr, webxr, oculus, quest, hololens, spatial" mentioned.
vue-nuxt
Vue is the progressive JavaScript framework - adopt as much or as little as you need. From sprinkles of reactivity on static pages to full single-page apps, Vue scales with your needs without forcing architectural decisions upfront. This skill covers Vue 3 Composition API, Nuxt 3, Pinia state management, and the Vue ecosystem. Key insight: Vue's power is in its simplicity. If you're writing complex code, you're probably fighting the framework. 2025 lesson: Composition API won. Options API is legacy. Nuxt 3 with auto-imports is the default for new projects. Server components are production-ready. Use when "vue, vue 3, nuxt, nuxt 3, pinia, composition api, vue composable, vue reactivity, ref, reactive, vue router, vite vue, vue, vue3, nuxt, nuxt3, composition-api, pinia, frontend, javascript, typescript, reactive" mentioned.
wallet-integration
Expert in Web3 wallet integration for DApps. Masters wallet connectivity, transaction signing, account management, and blockchain UX patterns. Use when "wallet integration, connect wallet, metamask, wagmi, rainbowkit, walletconnect, web3 frontend, sign transaction, dapp, ethers.js, viem, wallet, web3, metamask, wagmi, rainbowkit, walletconnect, ethereum, dapp, blockchain" mentioned.
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