Design

Works with PostgreSQL including queries, migrations, indexes, and performance tuning. Use when designing database schemas, writing SQL queries, optimizing performance, or managing PostgreSQL databases.

Design robust, scalable backend architectures that complement Design OS frontend components. Use this skill when planning APIs, database schemas, and server-side logic for products designed in Design OS.

Portfolio building, technical interviews, job search strategies, and continuous learning

Generate responsive HTML/CSS/JS web content with interactive elements, quizzes, navigation, and accessibility for self-paced or blended learning. Use when creating web content, interactive lessons, or online materials. Activates on "create website", "web content", "interactive web", or "HTML export".

Skill index and decision guide. Use to pick the right Effect Skill quickly and follow a minimal decision tree.

Use before any creative work - creating features, building components, adding functionality, or modifying behavior

Create distinctive, production-grade frontend interfaces with high design quality. Use when users ask to build web components, pages, or applications.

Prevents generic AI-generated designs by guiding typography, color, motion, and background choices. Use when creating frontend designs, landing pages, dashboards, or any UI/UX work. Helps avoid the "AI slop" aesthetic.

Database design, SQL queries, migrations, and optimization. Activate for PostgreSQL, MySQL, SQLite, schema design, queries, indexes, and data modeling.

Guide for creating and updating README files following autonomous-bits development standards. Use this when asked to create or update README files, ensure documentation completeness, or review README quality.

Instrument services with Prometheus metrics and write PromQL queries. Guides HuleEdu naming conventions, metrics middleware setup, and business vs operational metrics. Integrates with Context7 for latest Prometheus documentation.

Use when someone has mastery of animation principles and wants to explore intentional rule-breaking, stylistic innovation, and pushing creative boundaries

Build the FastAPI-based RAG service using OpenAI Agents/ChatKit, Neon Postgres, and Qdrant for the textbook. Use when creating ingestion pipelines, query endpoints, or configuring vector storage for book content.

Automatically update repository documentation whenever code changes (add/edit/refactor) occur. Use when modifying source code, public APIs/contracts, rendering/interaction/data/compute logic, diagnostics, or build/release/CI flows so docs stay consistent without asking.

Complete HUMMBL Base120 mental models framework with all 120 models across 6 transformations (Perspective, Inversion, Composition, Decomposition, Recursion, Meta-Systems). Includes model selection guidance, evidence standards, quality criteria, and application methodology. Essential reference for HUMMBL-based development, analysis, and problem-solving.

Go backend development assistant for building production-ready services with modern 2025 best practices. Supports project initialization, framework selection (Gin/Chi/Echo/Fiber), database layer (pgx/sqlc/GORM), and API development. Activated when users mention "Go", "Golang", "고랭", "백엔드", or need Go service development help.

Integrate and embed OpenAI ChatKit UI into TypeScript/JavaScript frontends (Next.js, React, or vanilla) using either hosted workflows or a custom backend (e.g. Python with the Agents SDK). Use this Skill whenever the user wants to add a ChatKit chat UI to a website or app, configure api.url, auth, domain keys, uploadStrategy, or debug blank/buggy ChatKit widgets.

Guide agents through creating skills that follow the agentskills.io specification. This skill should be used when the user asks to "create a skill", "make a new skill", "scaffold a skill", "help with skill structure", "write a SKILL.md", "skill frontmatter", or needs help with progressive disclosure, skill validation, or skill best practices.

Use when converting an existing Python project into an MCP server via the web editor: create an mcp_{server} folder, build a facade service.py with @mcp_service, auto-pick key functions to expose, seed tool_definition_templates.py with defaults, and wire editor_config.json so the tool editor can generate tool_definitions.py/server.py.

Build a minimal, stable core that loads plug-ins for feature variability.