Design e Frontend
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nextjs-development
Next.js framework development including App Router, Server Components, Server Actions, SSR, SSG, ISR, caching, data fetching, middleware, layouts, parallel routes, and module architecture for Next.js 13+/15/16. NOT for generic React patterns, hooks, or component logic (use react-development). NOT for UI/CSS design systems or visual styling (use frontend-design).
laohan-fenjingtishici
生成专业分镜图片提示词,适配扩散模型(FLUX/SDXL/Gemini)。校验质量后拆分为独立文件,或直接生成带产品描述的 Gemini 提示词模板。Use when 用户说"生成分镜提示词""校验分镜""拆分镜""分镜""分镜图"或提到视频分镜/镜头提示词/产品分镜模板。
design-review-sprint
Sequential-audit workflow for running a full UX review pass across an application or product. Walks through five phases — visual audit of design system adherence (frontend-design), navigation and information architecture review (navigation-design), microcopy and error-message audit (ux-writing), end-to-end journey validation (user-journey-design), and cross-product consistency check (consistency-s
arrangement-coach
Use when the user has a Session-view loop and wants to promote it to a full Arrangement, build sections (intro/verse/drop/break/outro), or extend a 4-bar idea into a 3-minute track. Examples - "turn this loop into a full song", "build me a 2-minute arrangement from this", "promote session to arrangement".
exasol-udfs
Exasol User Defined Functions (UDFs) and Script Language Containers (SLCs). Covers CREATE SCRIPT, SCALAR and SET functions, ExaIterator API, Python/Java/Lua/R scripts, BucketFS file access, GPU-accelerated UDFs, and building/deploying custom Script Language Containers with exaslct.
deslop-ui
Audit and rewrite UI copy to remove AI slop — overlong button labels, hedging error messages, corporate filler, and passive voice in interface text. Use when asked to clean up UI text, deslop interface copy, fix AI-sounding buttons or error messages, audit microcopy for AI patterns, or humanize product UI. Trigger phrases: "deslop", "anti-slop", "remove AI slop from UI", "clean up button labels",
brand-guidelines
Applies The Agent's official brand colors and typography to any sort of artifact that may benefit from having The Agent's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
Hybrid Search Architect
Designs a hybrid retrieval pipeline combining dense vector search and BM25 sparse search with reciprocal rank fusion, and explains when to use each configuration.
build-a-skill
Interactive tutorial that walks the user through designing, writing, testing, and distributing their own Skill for Claude. Use when the user says "teach me how to build a skill", "help me make a skill", "walk me through skill creation", "I want to learn skills", "/build-a-skill", or asks about SKILL.md structure, YAML frontmatter for skills, progressive disclosure, skill distribution, or how to pa
plugin-composition
Integrates multiple components inside a single Claude Code plugin — skills, hooks, MCPs, subagents, and commands — using the canonical directory layout and path substitution variables. Use when building a multi-component plugin, combining skills and hooks, laying out the plugin directory structure, working with CLAUDE_PLUGIN_ROOT or CLAUDE_PLUGIN_DATA, choosing where to put shared scripts inside a
bdi-mental-states
This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beliefs", "build cognitive agent", or mentions BDI ontology, mental state modeling, rational agency, or neuro-symbolic AI integration. NOT for multi-agent coordination or agent handoffs (use multi-agent-patterns), NOT for agent memory
AI Feature Spec Writer
Writes a complete product spec for an AI-powered feature including user stories, model requirements, fallback behavior, and evaluation criteria.