human-skills

Scaffolds the canonical src/config/ layer — Settings, env loader, file I/O utilities, and rotating logger. One command, zero boilerplate.

Scaffolds battle-tested helper modules — exception hierarchy, retry logic, date utilities, port management, FastAPI middleware, and async database layer.

Bootstraps a complete Python project skeleton — directories, config layer, helpers, rules, and a FastAPI-ready main.py. One command, zero boilerplate.

Scaffolds a complete Next.js frontend (web/) or React Chrome Extension (extension/) with 11 built-in themes, layout components, and FastAPI API client integrations.

Ensure every project remains compliant with these standards, use the built-in `linter` tool. It scans codebase for violations of the architecture rules using AST parsing.

this is human-skills dispatcher

Generate G2 v5 chart code. Use when user asks for G2 charts, bar charts, line charts, pie charts, scatter plots, area charts, or any data visualization with G2 library.

Generate a professional ASCII directory structure in Markdown. Use this before modifying a project to understand its layout, identify key files, visualize or document the file structure of a directory, project or codebase.

OpenEvolve framework for autonomous code optimization using LLM-driven evolutionary algorithms. Use when working with evolutionary coding, MAP-Elites, code optimization, or creating self-improving programs.

follow similar kind of Project Structure or more schema base Architectural Pattern that track code structure without viewing the full context of code.

A high-performance, developer-centric bash profile for Ubuntu. Features include a smart directory navigator (cdd) with project detection (Node, Python, Rust, Go, Docker), automated daily system update checks, git branch integration, and optimized shell visuals. Designed to transform a standard terminal into a powerful productivity hub.

A-to-Z zram swap optimization skill. Install zram-config from GitHub, benchmark compression algorithms and kernel parameters with a deterministic evaluator, and deploy the optimal 'raw-RAM-like' high-speed swap configuration for any Linux system. Use when setting up swap, optimizing memory, tuning zram, or replacing disk-based swap.

Designs and implements backend systems including REST APIs, microservices, database architectures, authentication flows, and security hardening. Use when the user asks to "design REST APIs", "optimize database queries", "implement authentication", "build microservices", "review backend code", "set up GraphQL", "handle database migrations", or "load test APIs". Covers Node.js/Express/Fastify development, PostgreSQL optimization, API security, and backend architecture patterns.

S2 multi-dimensional cross-analysis table development assistant (Expert Skill). MUST act as priority when users mention the following keywords: cross table, pivot table, detail table, multi-dimensional analysis table, pivot table, cross table, table sheet, antv s2, s2, @antv/s2. Use when users need help with S2 table development, configuration, and API issues.

UI/UX design intelligence for web and mobile. Includes 50+ styles, 161 color palettes, 57 font pairings, 161 product types, 99 UX guidelines, and 25 chart types across 10 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui, and HTML/CSS). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, and check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, and mobile app. Elements: button, modal, navbar, sidebar, card, table, form, and chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, and flat design. Topics: color systems, accessibility, animation, layout, typography, font pairing, spacing, interaction states, shadow, and gradient. Integrations: shadcn/ui MCP for component search and examples.

Generate pragmatic CI/CD pipelines from detected project stack signals — fast baseline generation, repeatable checks, environment-aware deployment stages. Use when setting up CI for a new project, refactoring existing pipelines, or standardizing deployment workflows across multiple repos.

When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," or "SEO health check." For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema-markup.

Test-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, Vitest, and Mocha. Use when the user asks to write tests, improve test coverage, practice TDD, generate mocks or stubs, or mentions testing frameworks like Jest, pytest, or JUnit.