Types
Type checking and type generation
unity-component
by Besty0728
"GameObject component management. Use when users want to add, remove, or configure components like Rigidbody, Collider, AudioSource. Triggers: component, add component, rigidbody, collider, audio source, script, 组件, 添加组件, 刚体, 碰撞体."
unity-smart
by Besty0728
"AI-powered scene operations: SQL-like object queries, automatic spatial layout, and reference auto-binding. Use when users want to find objects by property conditions, arrange objects in grid/circle/line, or auto-wire serialized references. Triggers: query, find by property, layout, auto-bind, smart, 查询, 自动布局, 自动绑定."
senior-fullstack
by borghei
Expert full-stack development covering frontend frameworks, backend services, databases, APIs, and deployment for modern web applications.
senior-frontend
by borghei
Expert frontend development with React, Vue, and modern frameworks including component architecture, state management, performance optimization, and accessibility.
tui-validate
by mikeyobrien
Validates Terminal User Interface (TUI) output using freeze for screenshot capture and LLM-as-judge for semantic validation. Supports both visual (PNG/SVG) and text-based validation modes.
add-uint-support
by Microck
Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types to operators, kernels, or when user mentions enabling unsigned types, barebones unsigned types, or uint support.
agile-product-owner
by Microck
Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocity tracking. Use for story writing, sprint planning, stakeholder communication, and agile ceremonies.
adaptyv
by Microck
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.
AgentDB Performance Optimization
by Microck
"Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors."
vrm-mtoon-outline
by Project-N-E-K-O
Adjusting VRM MToon material outline thickness in three-vrm. Covers outline width modes, property access, and how to fix outlines that appear too thick when models are scaled.
writing-vite-devtools-integrations
by vitejs
Creates devtools integrations for Vite using @vitejs/devtools-kit. Use when building Vite plugins with devtools panels, RPC functions, dock entries, shared state, or any devtools-related functionality. Applies to files importing from @vitejs/devtools-kit or containing devtools.setup hooks in Vite plugins.
Backend Migration Standards
by Microck
Create and manage database migrations with reversible changes, proper naming conventions, and zero-downtime deployment strategies. Use this skill when creating database migration files, modifying schema, adding or removing tables/columns, managing indexes, or handling data migrations. Apply when working with migration files (e.g., db/migrate/, migrations/, alembic/, sequelize migrations), schema changes, database versioning, rollback implementations, or when you need to ensure backwards compatibility during deployments. Use for any task involving database structure changes, index creation, constraint modifications, or data transformation scripts.
axiom-app-shortcuts-ref
by CharlesWiltgen
Use when implementing App Shortcuts for instant Siri/Spotlight availability, configuring AppShortcutsProvider, adding suggested phrases, or debugging shortcuts not appearing - covers complete App Shortcuts API for iOS 16+
axiom-core-data-diag
by CharlesWiltgen
Use when debugging schema migration crashes, concurrency thread-confinement errors, N+1 query performance, SwiftData to Core Data bridging, or testing migrations without data loss - systematic Core Data diagnostics with safety-first migration patterns
axiom-foundation-models-ref
by CharlesWiltgen
Reference — Complete Foundation Models framework guide covering LanguageModelSession, @Generable, @Guide, Tool protocol, streaming, dynamic schemas, built-in use cases, and all WWDC 2025 code examples
pytorch-fsdp
by davila7
Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2
bun-testing
by TheBushidoCollective
Use when writing tests with Bun's built-in test runner. Covers test organization, assertions, mocking, and snapshot testing using Bun's fast test infrastructure.
prompt-optimizer
by staruhub
Analyze and optimize user prompts for clarity, specificity, and completeness using interactive questionnaires or direct analysis. Use this skill when user requests are vague, ambiguous, incomplete, or lack necessary details. Supports two modes - Interactive Mode (uses AskUserQuestion tool for guided clarification) and Direct Analysis Mode (provides optimization suggestions). Triggers on prompts containing vague language like "something", "thing", "stuff", "it", or when requests lack context, technical specifications, success criteria, or examples. When user requests interactive/questionnaire mode, use AskUserQuestion to guide them through structured questions. Helps transform unclear requests into well-structured, actionable prompts.
schema-markup
by OpenClaudia
Generate Schema.org structured data (JSON-LD) for any page type. Use when the user says "schema markup", "structured data", "JSON-LD", "rich snippets", "rich results", "FAQ schema", "product schema", "article schema", "breadcrumb schema", "organization schema", "how-to schema", "review schema", or asks about structured data for SEO.
add-node-sdk
by gotempsh
Integrate the Temps Node.js SDK for server-side analytics, KV storage, blob storage, and platform management. Use when the user wants to: (1) Track server-side events, (2) Use Temps KV (key-value) storage, (3) Use Temps Blob storage for files, (4) Access Temps API from Node.js, (5) Server-side analytics integration, (6) Backend event tracking. Triggers: "temps node sdk", "server-side analytics", "temps kv", "temps blob", "backend integration", "node.js temps".
debugging-output-and-previewing-html-using-ray
by coollabsio
Use when user says "send to Ray," "show in Ray," "debug in Ray," "log to Ray," "display in Ray," or wants to visualize data, debug output, or show diagrams in the Ray desktop application.
query-validation
by nimrodfisher
SQL query review and validation for correctness, performance, and best practices. Use when reviewing queries for logical errors, optimizing query performance, checking for SQL anti-patterns, or validating business logic implementation in SQL.
schema-mapper
by nimrodfisher
Database schema understanding and relationship mapping. Use when exploring unfamiliar databases, documenting table relationships, identifying join paths, or generating ERD documentation for existing schemas.
data-catalog-entry
by nimrodfisher
Create standardized metadata for data assets. Use when documenting new datasets, building data catalogs, improving data discoverability, or creating data dictionaries for teams.