All Skills

Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings.

Compile brand.yaml into CSS custom properties, Tailwind 4 theme, and TypeScript tokens. Run after modifying brand.yaml or when setting up a new project.

Specialized in design systems, component architecture, visual consistency, and frontend UI patterns

Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing value analysis, or variable selection before modeling. it covers data loading and formatting, abnormal period filtering, missing rate calculation, high-missing variable removal,low-IV variable filtering, high-PSI variable removal, Null Importance denoising, high-correlation variable removal, and cleaning report generation. Applicable scenarios arecredit risk data cleaning, variable screening, pre-loan modeling preprocessing.

Expert skill for writing FreeCAD Python scripts, macros, and automation. Use when asked to create FreeCAD models, parametric objects, Part/Mesh/Sketcher scripts, workbench tools, GUI dialogs with PySide, Coin3D scenegraph manipulation, or any FreeCAD Python API task. Covers FreeCAD scripting basics, geometry creation, FeaturePython objects, interface tools, and macro development.

Decide: Build

Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.

Expert assistant for building Model Context Protocol (MCP) servers in Go using the official SDK.

Principle of Least Astonishment (POLA) - ensure code changes behave as users and developers expect. Activate when making code changes, refactoring, modifying APIs, renaming functions/variables, changing file structure, or reviewing proposed implementations. Guides predictable, convention-following changes.

Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns.

Expert Next.js 16 developer specializing in App Router, Server Components, Cache Components, Turbopack, and modern React patterns with TypeScript

Use this skill when the user is integrating Hive into application code, backend services, agents, cron jobs, source-controlled adapters, or production systems — wiring Hive into a Next.js API route, a Python or Go cron job, a Rust or Java service, or a LangChain/CrewAI agent — rather than asking a one-off chat query.

Ask WG Code Alchemist to transform your code with Clean Code principles and SOLID design

REST/GraphQL API design, HTTP semantics, error responses, and versioning

Handle escalated support issues with structured triage, communication, and resolution processes

Professional-grade brand voice analysis, SEO optimization, and platform-specific content frameworks.

Classifies a single planning document as ADR, PRD, SPEC, DOC, or UNKNOWN. Extracts title, scope summary, and cross-references. Spawned in parallel by /gsd:ingest-docs. Writes a JSON classification file and returns a one-line confirmation.

Execute one complex task as ordered, dependent steps run sequentially, passing context from each step to the next, with per-step LLM-as-a-judge verification. Use when later steps depend on the results of earlier ones.

Adversarial copy review. 6 lenses, 0-100 each. Composite >= 90 to pass.

Open in VS Code

CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.

Refactoring + code smells - "Code for humans, not computers"

Test coverage, testing pyramid, TDD patterns, and test quality review

Run /check-onboarding, then fix the highest priority onboarding issue. Creates one fix per invocation. Invoke again for next issue. Use /log-onboarding-issues to create issues without fixing.