Use when a phase involves LLMs, AI agents, RAG, ML inference, or prompt/tool integration design
Score 70/100
Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP
Score 70/100
Synchronize and update Claude Code and GitHub Copilot development tool configurations to work similarly.
Score 70/100
Synchronize and update Claude Code and GitHub Copilot development tool configurations to work similarly.
Score 70/100
Еженедельный дайджест новостей в сфере искусственного интеллекта. Use when user asks to "дайджест AI", "новости ИИ", "что нового в AI", "AI digest", "AI news", "дайджест…
Score 70/100
Audit how a brand appears in AI-powered search (ChatGPT, Perplexity, Claude, Gemini). Use when user mentions "AI search," "how do I show up in ChatGPT," "AI discoverability,"…
Score 70/100
Create new AI chat interface components for the ai-elements library following established composable patterns, shadcn/ui integration, and Vercel AI SDK conventions.
Score 70/100
shadcn/ui AI chat components for conversational interfaces. Use for streaming chat, tool/function displays, reasoning visualization, or encountering Next.js App Router setup,…
Score 70/100
Develop "quizzes" (evals) to measure model performance on specific tasks. Use these benchmarks to guide fine-tuning, determine product UX patterns, and track performance…
Score 70/100
Help users create and run AI evaluations. Use when someone is building evals for LLM products, measuring model quality, creating test cases, designing rubrics, or trying to…
Score 70/100
Analyze Adobe Illustrator (.ai) files to extract design information including text content, fonts, color palettes, vector paths, and generate high-resolution preview images.
Score 70/100
Engineering operating model for teams where AI agents generate a large share of implementation output.
Score 70/100
Configures TrueFoundry AI Gateway for unified OpenAI-compatible LLM access. Covers auth (PAT/VAT), model routing, rate limiting, and budget controls.
Score 70/100
External AI API integration with retry logic, rate limiting, content safety detection, and multi-turn conversation support for image generation.
Score 70/100
AI governance and compliance guidance covering EU AI Act risk classification, NIST AI RMF, responsible AI principles, AI ethics review, and regulatory compliance for AI systems.
Score 70/100
Guides marketers on how to adopt AI tools responsibly, govern their use, and build organizational capability — trigger when a user asks about AI rollout strategy, team enablement,…
Score 70/100
Integrate Replicate AI models with background processing, S3 storage, and credit systems
Score 70/100
Use AI to recreate PDF page as semantic HTML. Consumes three inputs (PNG image, parsed text, ASCII preview) for complete contextual understanding and accurate generation.
Score 70/100
Generate AI images using OpenAI's gpt-image-1 model with customizable aspect ratios and artistic themes.
Score 70/100
Apply AI visual effects including Illusion Diffusion ($0.006), FLUX Fill Pro accessory replacement ($0.05), and SAM object detection (<$0.01).
Score 70/100
Generate and edit images using either OpenAI GPT Image 1.5 or Google's Nano Banana Pro (Gemini 3 Pro Image). Use when the user asks to generate/create/edit/modify images.
Score 70/100
Handle AI model failures, quality regressions, bias incidents, and safety issues with a structured response runbook.
Score 70/100
Create and maintain AI instruction files (CLAUDE.md, .cursorrules, etc.) with proper structure. Use when: creating AI instruction files, separating universal vs project-specific…
Score 70/100
Create and maintain AI instruction files (CLAUDE.md, .cursorrules, etc.) with proper structure. Use when: creating AI instruction files, separating universal vs project-specific…
Score 70/100
Work with Leavn AI features - UnifiedAIService, on-device models, devotional generation, novelization, kids mode, image generation with Stable Diffusion
Score 70/100
Manages AI provider workflows and model selection. Invoke when working with OpenAI/Anthropic/Google/DeepSeek/xAI or AI endpoints.
Score 70/100
Enforces safe AI usage practices, prevents prompt injection, and ensures model safety
Score 70/100
Guide for AI Agents and LLM development skills including RAG, multi-agent systems, prompt engineering, memory systems, and context engineering.
Score 70/100
PROACTIVELY search auto-generated documentation when receiving ANY user instruction. Search for function signatures, API documentation, class definitions, and code comments BEFORE…
Score 70/100
PROACTIVELY search conversation history when receiving user instructions. Find previous discussions, decisions, and context BEFORE starting new work.
Score 70/100
Convert human-written CLAUDE.md into AI-native structured-label format. Battle-tested across 4 models. Same rules, fewer tokens, higher compliance.
Score 70/100
Conception de systèmes de détection d'anomalies (statistique, ML, deep learning)
Score 70/100
Automate AI ML API tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Guide computer vision (classification, détection, segmentation) avec PyTorch, TensorFlow, OpenCV
Score 70/100
Construction et curation de datasets pour l'entraînement ML (nettoyage, augmentation, annotation, split)
Score 70/100
AI and machine learning development with PyTorch, TensorFlow, and LLM integration. Use when building ML models, training pipelines, fine-tuning LLMs, or implementing AI features.
Score 70/100
AI and ML expert including PyTorch, LangChain, LLM integration, and scientific computing
Score 70/100
Guide pour le fine-tuning de modèles ML/LLM (LoRA, QLoRA, PEFT, datasets, hyperparamètres)
Score 70/100
Optimisation de modèles ML pour l'inférence (quantization, pruning, distillation, ONNX)
Score 70/100
Conception de pipelines NLP (tokenization, embeddings, NER, sentiment, summarization)
Score 70/100
Gère les modèles IA de Motivia. Utilise ce skill quand l'utilisateur demande d'ajouter un nouveau modèle IA, modifier un provider, ou configurer les options de génération.
Score 70/100
A production-ready pattern for integrating AI models (specifically Google Gemini) with automatic fallback, retry logic, structured output via Zod schemas, and comprehensive error…
Score 70/100
Complete guide for calling AI models with CloudBase - covers JS/Node SDK and WeChat Mini Program. Text generation, streaming, and image generation.
Score 70/100
Evaluate and compare LLMs, ML APIs, and fine-tuned models for product fit across quality, latency, cost, compliance, and vendor risk dimensions.
Score 70/100
AI 모델 API 호출명 및 가격 참조 가이드. API 키로 AI 모델을 호출할 때 정확한 모델명(model string)과 최신 가격 정보를 제공합니다. 사용 시점: (1) OpenAI, Anthropic, Google, DeepSeek 등의 API 호출 시 모델명이 필요할 때, (2) 토큰 비용/가격 비교가 필요할…
Score 70/100
Multi-provider LLM orchestration system with intelligent routing, fallback chains, cost optimization, and automatic observability.
Score 70/100
AI-Native 开发工作流方法论——用 Claude Code 作为主力开发工具的工程纪律。 同时支持空项目和已有代码库两种场景。 触发场景：用户说"新项目"、"启动项目"、"AI-native"、"意图凝练"、"契约骨架"、 "INTENT-GRAPH"、"意图卡"、"Batch"、"Agent Team"、"空项目 starter"、…
Score 70/100
Design spec with 98 rules for building CLI tools that AI agents can safely use. Covers structured JSON output, error handling, input contracts, safety guardrails, exit codes, and…
Score 70/100
AI 原生 UI 设计与代码一体化工作流（claude-design / figma / v0 / lovable）。auto-loaded by frontend-agent；由 /import-design 命令显式触发。
Score 70/100
Proactively manage development tasks in TASKS.md. Automatically tracks progress, updates status, prioritizes backlog, and estimates effort.
Score 70/100
Build AI-first applications with RAG pipelines, embeddings, vector databases, agentic workflows, and LLM integration.
Score 70/100
Use when implementing AI movement — NavigationAgent2D/3D, steering behaviors, behavior trees, and patrol patterns
Score 70/100
Trigger phrase \"watching news!\"; Create a JSON file named with the current timestamp only in the current directory, crawl 10 AI-related news in descending order of time and…
Score 70/100
Manage AI notes in ~/Compost/AI-Notes - read existing notes, list recent documents, and write new implementation plans (仕様書, 計画書, 設計書).
Score 70/100
Design AI-powered immersive NPC systems for escape room games using proven actor techniques from Korean immersive escape rooms (Danpyeonsun, Ledasquare).
Score 70/100
AIオーケストレーション — Obsidian ToDo・GitHub IssueからタスクをAIが自律選定し、計画→承認→実装→テスト→記録のサイクルを段階承認型で回す指揮スキル。トリガー:…
Score 70/100
Build a unified, ADHD-friendly web UI that consolidates 70+ CLI tools into a beautiful liquid glass interface for the AI File Organizer.
Score 70/100
Ensures all AI-generated output fields have proper validation. Auto-activates on "AI 輸出", "LLM", "Gemini", "GPT", "truncate", "截斷" keywords.
Score 70/100
Detects AI-generated writing patterns and suggests authentic alternatives. Auto-applies when reviewing content, editing documents, generating text, or when user mentions writing…
Score 70/100
TanStack AI patterns for unified AI SDK integration. Activates when implementing AI chat, streaming responses, or AI-powered features. NOTE: Alpha library - API may change.
Score 70/100