Z.AI CLI providing: - Vision: image/video analysis, OCR, UI-to-code, error diagnosis (GLM-4.6V) - Search: real-time web search with domain/recency filtering - Reader: web page to markdown extraction - Repo: GitHub code search and reading via ZRead - Tools: MCP tool discovery and raw calls - Code: TypeScript tool chaining Use for visual content analysis, web search, page reading, or GitHub exploration. Requires Z_AI_API_KEY.

This skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture", "debug context issues", "optimize context usage", or discusses context components, attention mechanics, progressive disclosure, or context budgeting. Provides foundational understanding of context engineering for AI agent systems.

Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls.

Git-aware undo by logical work unit (track, phase, or task)

Performs financial planning, budget analysis, cash flow forecasting, and investment evaluation for businesses. Creates budget templates with variance tracking, generates P&L and cash flow reports, analyzes expenses against forecasts, calculates NPV/IRR for investment decisions, and builds financial dashboards with KPI tracking. Use when the user asks about budgets, financial forecasts, P&L statements, cash flow analysis, expense tracking, cost reduction, ROI calculations, audit preparation, tax planning, or business investment decisions.

Conducts market research, competitor analysis, industry trend identification, and opportunity assessments. Researches market size (TAM/SAM/SOM), compares competitor products and pricing, generates SWOT analyses, identifies emerging signals in a given industry, and produces structured trend briefs or competitive landscape reports. Use when the user asks about market research, competitor comparison, industry analysis, market sizing, product opportunity assessment, consumer behavior research, technology scouting, or investment trend analysis.

Parses and analyzes test output to identify failing tests, flaky tests, coverage gaps, defect patterns, and release readiness. Use when the user shares test results, CI/CD pipeline output, pytest/JUnit/Mocha logs, test coverage reports, or asks about test failures, pass rates, or quality metrics. Produces structured reports with root cause analysis, risk assessment, and prioritized recommendations for development teams and stakeholders.

Visual communication specialist that creates infographics, social media graphics, branded visual content, presentation slide outlines, storyboards, data visualizations, and multimedia content plans. Use when the user asks to design infographics, create visual content, build a storyboard, make diagrams, produce branded graphics, turn data into a visual format, plan a video or animation sequence, or adapt visual assets across platforms like Instagram, YouTube, TikTok, LinkedIn, or Pinterest.

Creates CSS design systems, responsive layouts, component architectures, and accessible HTML/CSS foundations for web projects. Generates design token files, grid frameworks, theme toggle systems (light/dark/system), and developer handoff documentation. Use when the user asks about CSS architecture, design systems, responsive layouts, component naming conventions, frontend structure, layout frameworks, theme switching, or needs a scalable CSS foundation before implementation begins.

Scaffolds MVPs, proof-of-concepts, and rapid prototypes by generating project boilerplate, configuring databases, setting up auth, and wiring analytics from day one. Supports high-velocity stacks including Next.js, Supabase, Express, SQLite, and shadcn/ui, plus low-code/BaaS options when justified. Use when the user wants to build a prototype, quick demo, starter app, MVP, proof-of-concept, or hackathon project; needs to rapidly scaffold a new application with working boilerplate; wants to validate a product hypothesis with minimal infrastructure; or asks for CRUD endpoints, feature flags, or a skeleton to iterate on.

Designs scalable backend architectures, models relational database schemas, builds REST/GraphQL/gRPC APIs, configures cloud infrastructure, and implements microservices with security and observability built in. Use when asked to design a backend system, create or version an API, write a database schema or migration, set up microservices, plan cloud deployment architecture, implement authentication/authorization, configure caching or message queues, or optimize server-side performance. Covers PostgreSQL, Redis, RabbitMQ, Docker, Kubernetes, and Infrastructure as Code.

Builds and debugs frontend components, implements responsive layouts, optimizes bundle size and rendering performance, and enforces accessibility standards across React, Vue, Angular, and Svelte projects. Use when the user asks to create or refactor UI components, fix CSS/HTML/JavaScript issues, set up state management, improve Core Web Vitals, configure Tailwind or design tokens, debug hydration or rendering problems, or implement keyboard navigation and ARIA patterns in a web app.

Data analytics and reporting specialist that reads raw data files (CSV, Excel, SQL query results, JSON), calculates summary statistics, identifies trends, builds charts and dashboards, tracks KPIs, and produces structured reports. Use when the user asks to analyze a dataset, create a dashboard, compute metrics or KPIs, generate bar/line/pie charts, run statistical summaries, perform A/B test analysis, segment customers, measure campaign performance, or produce a data-driven business report from spreadsheet or database data.

Conducts market research, competitor analysis, industry trend identification, and opportunity assessments. Researches market size (TAM/SAM/SOM), compares competitor products and pricing, generates SWOT analyses, identifies emerging signals in a given industry, and produces structured trend briefs or competitive landscape reports. Use when the user asks about market research, competitor comparison, industry analysis, market sizing, product opportunity assessment, consumer behavior research, technology scouting, or investment trend analysis.

Query the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues, diseases, or cell types from the largest curated single-cell atlas. Best for population-scale queries, reference atlas comparisons. For analyzing your own data use scanpy or scvi-tools.

Migrate KMP projects from CocoaPods (kotlin("native.cocoapods")) to Swift Package Manager (swiftPMDependencies DSL) — replaces pod() with package(), transforms cocoapods.* imports to swiftPMImport.*, and reconfigures the Xcode project.

Create comprehensive, phased implementation plans with sprints and atomic tasks. Use when user says: "make a plan", "create a plan", "plan this out", "plan the implementation", "help me plan", "design a plan", "draft a plan", "write a plan", "outline the steps", "break this down into tasks", "what's the plan for", or any similar planning request. Also triggers on explicit "/planner" or "/plan" commands.

Build agent-facing web experiences with ATXP-based authentication, following the ClawDirect pattern. Use this skill when building websites that AI agents interact with via MCP tools, implementing cookie-based agent auth, or creating agent skills for web apps. Provides templates using @longrun/turtle, Express, SQLite, and ATXP.

Google Workflow: Convert a Gmail message into a Google Tasks entry.

Set up NextAuth.js v5 (Auth.js) with providers, callbacks (jwt, session, signIn), adapter pattern (Prisma/Drizzle), middleware protection, session management, and custom pages.