LLM & Agents

Expert knowledge on creating Claude Code subagents. Use when designing or creating subagent .md files, understanding subagent structure, tool restrictions, or model selection.

AI-powered content and image generation using content-image-generation MCP with Google Imagen 3/4, Veo 2/3, Claude Sonnet, and Gemini 2.0. Use when generating marketing content, creating hero images, building blog posts, generating product descriptions, creating videos, optimizing AI prompts, estimating generation costs, or when user mentions Imagen, Veo, AI content, AI images, content generation, image generation, video generation, marketing copy, or Google AI.

Single source of truth for MetaSaver agent selection and subagent_type mapping

Integrate with Replicate AI for running models (image generation, LLMs, etc.).

Generates new Claude Code subagent configuration files from user descriptions. Use proactively when the user asks to create a new subagent or agent. Keywords include create subagent, new agent, build agent, agent architecture.

Continuously observes development patterns to identify automation opportunities. Always active in background. Detects repeated patterns, suggests skills/hooks/commands, auto-creates automations at threshold (3 occurrences).TRIGGERS - Keywords: patterns, learnings, observations, automation, repeated tasks, /learn:review, /learn:implement, /analyze-patterns, pending automations, skill suggestions, hook suggestions, command suggestions, optimization opportunities.TRIGGERS - Phrases: "analyze patterns", "review learnings", "what have you learned", "create automation", "automate this", "I keep doing this", "repeated task", "optimize workflow", "suggest improvements", "pending suggestions".TRIGGERS - Automatic: After file modifications (via hook), before git commits, at session end, when dependencies added, after task completion.

Guides on analyzing and improving test coverage for Python (pytest-cov) and JavaScript (c8) projects. Use when a user asks to set up test coverage, generate coverage reports, understand why coverage is low, or improve their test coverage.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Coil Selection & Thermal Design Agent

Use this skill for semantic code search and codebase understanding. CCG-RAG provides intelligent retrieval using code embeddings and knowledge graphs.

Manage feature labeling workflow - queue management, label storage, similar features, progress tracking

Repository type detection for identifying library vs consumer repositories. Analyzes directory structure, package.json dependencies, and monorepo indicators to classify repositories and detect multi-mono relationships. Returns metadata about workspace type, monorepo tool (Turborepo, nx, lerna, pnpm-workspace), and library consumption patterns. Use when agents need to adapt behavior based on repository type or validate architecture-specific patterns.

Best practices for writing Python tests - use when creating or improving test coverage

Managing agent memory for effective recall

Motion for Vue animation library guidance. Use when building Vue animations with motion-v package, implementing gesture animations (hover, press, drag), scroll-linked animations, layout animations, exit animations with AnimatePresence, variants, spring physics, or using hooks like useAnimate, useScroll, useSpring, useMotionValue, useTransform. Triggers on keywords like motion.div, motion-v, whileHover, whilePress, whileDrag, whileInView, AnimatePresence, layout animations, scroll animations, MotionConfig, LayoutGroup.

Complete knowledge domain for Cloudflare Workers KV - global, low-latency key-value storage on Cloudflare's edge network.Use when: creating KV namespaces, storing configuration data, caching API responses, managing user preferences,implementing TTL expiration, handling KV metadata, or encountering "KV_ERROR", "429 too many requests","kv rate limit", cacheTtl errors, or eventual consistency issues.Keywords: kv storage, cloudflare kv, workers kv, kv namespace, kv bindings, kv cache, kv ttl, kv metadata,kv list, kv pagination, cache optimization, edge caching, KV_ERROR, 429 too many requests, kv rate limit,eventually consistent, wrangler kv, kv operations, key value storage

Expert in modern code design standards including SOLID principles, Clean Code patterns (KISS, YAGNI, DRY, TDA), design patterns, and pragmatic software design. **ALWAYS use when designing ANY classes/modules, implementing features, fixing bugs, refactoring code, or writing functions. ** Use proactively to ensure proper design, separation of concerns, simplicity, and maintainability. Triggers - "create class", "design module", "implement feature", "refactor code", "fix bug", "is this too complex", "apply SOLID", "keep it simple", "avoid over-engineering", writing any code.

Review Prisma code for common violations, security issues, and performance anti-patterns found in AI coding agent stress testing. Use when reviewing Prisma Client usage, database operations, or performing code reviews on projects using Prisma ORM.

Research external information using web search and codebase exploration. Activate when user requests research or asks about libraries, APIs, external repos, current events, or needs up-to-date information. Delegates to subagents to preserve context window.

Expert UI/UX design guidance for evaluating, building, or updating user interfaces. Applies typography principles (hierarchy, readability, interactivity), visual design patterns, and Shift Nudge best practices. Use when designing screens, reviewing layouts, styling components, or improving UX. Use this skill if prompted with "design" or "ux".