data Skills

Research and configure new/custom AI models not yet in models.dev. Use when user mentions a new model release, asks to a...

Model routing configuration templates and strategies for cost optimization, speed optimization, quality optimization, an...

Review model vs database schema consistency on ndestates-io using the local cache and project tooling. Use before/after...

Select the best local Ollama model for a task and emit tuning presets. Use when choosing between reasoning, creative, fa...

Create Pydantic v2 data models with validation, type hints, and proper configuration. Use when designing data structures...

Control model behavior through persistent edits and steering interventions. Use when modifying model outputs, applying s...

タスクの複雑さに応じて Claude のモデルを自動的に切り替える。複雑なタスク（アーキテクチャ設計、大規模リファクタリング、難解なバグ修正）では opus を、単純なタスク（小さな修正、フォーマット、簡単な質問）では sonnet を自動...

ML 모델 파일 서버 간 동기화. "모델 동기화", "모델 배포", "rsync 모델", "서버로 전송" 요청 시 활성화됩니다.

MANDATORY tracking protocol for multi-model validation. Creates structured tracking tables BEFORE launching models, trac...

Add comprehensive validation to Django models using validators, clean methods, and constraints. Use when implementing mo...

Model-trader version compatibility protocol: Embed version metadata in checkpoints, validate at load time. Trigger when:...

Skill especializada en modelado de escenarios para Domain Storytelling, enfocada en capturar el "happy path" (80% de cas...

Archived skill guidance for modelagem-dominio.

Modelica acausal equation-based multi-domain modeling via Wolfram Language. Chemputation-native simulation with automati...

Design analytics data models using dimensional modeling — star and snowflake schemas, fact and dimension tables, grain d...

Use when you need to work with NoSQL data modeling.This skill provides NoSQL database design with comprehensive guidance...

Load when handling moderation issues, conflict resolution, rule enforcement,or developing moderation policies. Contains...

Guidelines and workflows for community moderation, trust & safety, and escalation.

Modern DevOps and CI/CD automation patterns with containers and cloud (2025)

Production-grade skill for modern C++ development with C++11 through C++23 features. Covers move semantics, smart pointe...

Create, improve, and debug professional LuaLaTeX documents using KOMA-Script + the moderndoc package (and the legacy mod...

A framework for managing high-stakes relationships with founders or executives by balancing institutional wisdom with ra...

Modern Git command best practices for AI agents. Use modern, purposeful commands introduced in Git 2.23+ instead of lega...

Modern JavaScript (ES6-ES2025) patterns and best practices. Triggers on: JavaScript, ES6, ES2020, ES2022, ES2024, modern...

Work with Python (`uv` instead of `python`, modern type syntax, linting, formatting, etc.) properly!

Master Early Modern philosophy from Descartes through Kant. Use for: rationalism, empiricism, the epistemological turn,...

Expert knowledge for writing cutting-edge, idiomatic Rust code with Rust Edition 2024, strict clippy compliance, and fun...

Use when writing async/await code, enabling strict concurrency, fixing Sendable errors, migrating from completion handle...

Substitutes modern performant tools for legacy equivalents in generated code (npm→bun, find→fd, pip→uv, grep→rg, jq→jaq,...

Design aesthetics, typography, and layout. When Claude needs to produce designs that are inspired by Bauhaus, Minimalism...

Brownfield Upgrade - Upgrade all dependencies and modernize the application while maintaining spec-driven control. Runs...

Guide for modernizing legacy Python 2 scientific computing code to Python 3 with modern libraries. This skill should be...

Apply modern Python 3.11+ best practices with proper types, DRY, SRP, and framework patterns. Use when reviewing Python...

Domain-specific development mode guidelines for UI, API, database, integration, migration, and specialized workflows. Ea...

Workflow para hacer cambios seguros en Supabase/Postgres (DDL y datos) con migraciones, validación y rollback. USE FOR:...

Revisa una app/landing, detecta problemas típicos, propone mejoras y aplica correcciones con un checklist fijo para deja...

Problem-solving strategies for modular arithmetic in graph number theory

Modular Code Organization

Modular Code Organization

Promotes modular design with distinct files for models, services, controllers, and utilities.

Define module boundaries, shared kernel, and anti-corruption layers.

Guides systematic file refactoring following @j0kz/mcp-agents modular architecture pattern to maintain files under 300 L...

Architect skills as modular blocks to control token usage and complexity. Triggers: skills, architecture, modular, desig...

Apply modular synthesis principles to system design, workflow architecture, and conceptual frameworks. Use when designin...

Recommends modularity, composition, and decoupling patterns for design challenges. Use when designing plugin architectur...

排查问题、修复 BUG、定位代码、查找模块、功能开发前，必须先读取此 SKILL 并使用模块索引定位目标，不可跳过

Module export patterns including factory functions and public API design

Extract classes, functions, or code blocks from large modules into separate files. This skill should be used during refa...