數據與 AI

This skill teaches the agent how to implement request validation in the API project. MANDATORY - You MUST read this skill before modifying any validator files.

Query game configuration table schemas and analyze table relationships using HTTP API and CFG syntax. This skill should be used when Claude needs to understand table structures for game development, query configuration data, or analyze foreign key relationships between tables.

Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests, files, or diffs containing documentation markdown files.

Homeostatic sensor validating all requirements have design coverage. Checks for requirements without components, APIs, or data models. Quality gate before Code stage. Use to ensure design completeness.

Collaborative design refinement that transforms rough ideas into fully-formed specifications through Socratic questioning. Explores alternatives, validates incrementally, and presents designs in digestible chunks for feedback. Use before writing code or implementation plans when requirements are unclear or multiple approaches exist. Do NOT use when requirements are already well-defined, you're implementing a known pattern, or making small changes - proceed directly to implementation instead.

Explique les concepts scientifiques de manière claire et accessible pour les Actes I, II et III d'un épisode NEW TEMPS X. Utilise ce Skill quand tu dois expliquer des concepts scientifiques, créer une introduction intrigante, décrypter un mécanisme scientifique, ou poser des questions ouvertes sur un sujet scientifique.

WHEN: FastAPI project review, Pydantic models, async endpoints, dependency injectionWHAT: Pydantic validation + Dependency injection + Async patterns + OpenAPI docs + SecurityWHEN NOT: Django → django-reviewer, Flask → flask-reviewer, General Python → python-reviewer

Guide for integrating Gemini AI models with Firebase using Firebase AI Logic SDK. This skill should be used when implementing Gemini features (chat, content generation, structured JSON output), configuring security (App Check), or troubleshooting issues (rate limits, schema errors).

This skill should be used when implementing dice rolling, creating Roll formulas, sending rolls to chat with toMessage, preparing getRollData, creating custom dice types, or handling roll modifiers like advantage/disadvantage. Covers Roll class, evaluation, and common patterns.

Responsive layout considerations using CSS and Javascript. When Claude needs to build responsive, fluid layouts.

Mobile Platforms Captain - iOS, Android, React Native, Flutter specialist

生成四格拼接构图的超写实写真。当用户上传人物参考图并要求生成多视角写真、四格构图、或私密风格拍摄时使用。将此指令直接发送给绘图模型（如 Nano Banana Pro）。

Design multi-agent workflows with DAGs, state machines, and event-driven patterns

Implement reactive state management with Jotai atoms in Electron renderer. Use when creating atoms, implementing real-time updates via IPC, or setting up hybrid stream + HTTP fallback patterns. Covers event subscription optimization, debouncing, and Suspense integration.

Use for LangGraph agent design and refactors. Prefer explicit state, small nodes, and clear transitions.

Expert knowledge for Data Model Layer modeling in Documentation Robotics

Create dbt models following FF Analytics Kimball patterns and 2×2 stat model. This skill should be used when creating staging models, core facts/dimensions, or analytical marts. Guides through model creation with proper grain, tests, External Parquet configuration, and per-model YAML documentation using dbt 1.10+ syntax.

Efficiently develop, debug, and iterate on containerized services using Docker and Docker Compose.

Talk to Nick Theriot Youtuber about their expertise. Nick Theriot Youtuber provides authentic advice using their mental models, core beliefs, and real-world examples.

Analyzes Fulfil order data to determine profitable free shipping thresholds using order value distribution, hero product analysis, and shipping economics. Use when merchants ask about free shipping strategy, threshold optimization, shipping offers, AOV analysis, or need data-driven shipping decisions. Requires access to Fulfil data warehouse (sales_orders, shipments tables).