Cloud

ClickHouse schema design authority (hub skill). Use when designing schemas, selecting compression codecs, tuning ORDER BY, optimizing queries, or reviewing table structure. **Delegates to**: clickhouse-cloud-management for user creation, clickhouse-pydantic-config for DBeaver config, schema-e2e-validation for YAML contracts. Triggers: "design ClickHouse schema", "compression codecs", "MergeTree optimization", "ORDER BY tuning", "partition key", "ClickHouse performance", "SharedMergeTree", "ReplicatedMergeTree", "migrate to ClickHouse".

Submit training jobs to Hugging Face cloud GPUs

Purpose: Standardize how stakpak designs and optimizes AWS architectures.Scope:Greenfield: design new infrastructure.Brownfield: analyze existing architectures and propose improvements.

Provides brand positioning frameworks, the 22 Immutable Laws of Marketing, ZAG methodology, Onliness Statement formula, and positioning templates. Auto-activates during positioning strategy, competitive mapping, and market positioning work. Use when discussing brand positioning, onliness statement, positioning statement, 22 laws, ZAG, Ries and Trout, Neumeier, cherchez le creneau, positioning map, ladder concept, or trueline.

Google Cloud Vector Search 2.0 introduction and implementation guide

Cloudflare Workers serverless platform for edge computing with V8 runtime

Cloudflare R2 object storage with S3-compatible API and zero egress fees

Cloudflare AI Gateway for unified interface to AI providers with caching, rate limiting, and analytics

Help you discover how much you spend on AWS/GCP/Azure. This rulebook guides practitioners through proper cloud cost calculations, systematic resource discovery (via IaC analysis and live environment enumeration), authoritative pricing research and analysis/estimation.

Use when designing secret storage, rotation, or credential management systems. Covers HashiCorp Vault patterns, AWS Secrets Manager, Azure Key Vault, secret rotation, and zero-knowledge architectures.

Google Cloud Gemini Live API documents

Pulumi infrastructure as code for Cloudflare resources with TypeScript, Python, and Go support

AWS SSO discovery, configuration, and terminal usage

Comprehensive Azure Data Factory validation rules, activity nesting limitations, linked service requirements, and edge-case handling guidance

Cloudflare Workers KV for low-latency key-value storage at the edge

Cloudflare R2 object storage with S3-compatible API and zero egress fees

Internal logic and data flow philosophy (The 5 Laws of Elegant Defense). Understand deeply to ensure code guides data naturally and prevents errors.

AWS、Azure、GCPにまたがるサービスを選択・統合するための意思決定フレームワークを使用してマルチクラウドアーキテクチャを設計します。マルチクラウドシステム構築、ベンダーロックイン回避、複数プロバイダーからのベストオブブリードサービス活用時に使用します。

Align with cloud architecture frameworks (Microsoft CAF, AWS Well-Architected). Check alignment with pillars, identify gaps.

Cloudflare AI Search for semantic search and vector embeddings in Workers