深度學習

Use when refactoring Ruby/Rails code, organizing methods, deciding on guard clauses vs if/else, or following 37signals conventions - these patterns are counter to standard Ruby style guides

Expert in retrieving IT masterdata and data lineage from L'Oréal's BTDP infrastructure. **Use this skill when user asks to search, find, or query for any BTDP/L'Oréal resource including: GCP projects, BigQuery datasets, BigQuery tables, Google Groups, applications, repositories, domains, IT organizations, people/users, GCP services, GCP SKUs, or APIs.** Also use for data lineage queries (upstream/downstream dependencies, parents/children).**Trigger keywords:** "search for project", "find the project", "find dataset", "search table", "what is the project", "what is the dataset", "what is the table", "what is the group", "what is the application", "find group", "search application", "show me project", "get project", "list projects", "lineage", "masterdata", "master data", "BTDP", "SDDS"**DO NOT use filesystem commands** (find, grep, ls) to search for BTDP resources. Always use this skill's RAG indices, MCP tools, or BigQuery SQL queries instead.

Comprehensive skill for interacting with Grafana's HTTP API to manage dashboards, data sources, folders, alerting, annotations, users, teams, and organizations. Use when Claude needs to (1) Create, read, update, or delete Grafana dashboards, (2) Manage data sources and connections, (3) Configure alerting rules, contact points, and notification policies, (4) Work with folders and permissions, (5) Manage users, teams, and service accounts, (6) Create or query annotations, (7) Execute queries against data sources, or any other Grafana automation task via API.

Apply the K.I.S.S principle (Keep It Simple, Stupid) to reduce complexity, improve maintainability, and solve problems elegantly. Use when designing systems, writing code, planning solutions, creating documentation, architecting features, or making decisions where simplicity drives quality and efficiency.

Guide for understanding and writing Miden VM assembly (MASM) code. Use when:(1) Reading, analyzing, or explaining MASM code(2) Writing new MASM procedures or programs(3) Debugging MASM execution or stack state(4) Optimizing MASM code for cycle count(5) Working with Miden VM stack machine conceptsCovers instructions, code organization, core library, and common patterns.

Transform brain dumps into polished technical blog posts. Use when you have scattered ideas, talking points, or code examples that need organizing into a cohesive developer-focused post.

Use when needing project architecture, tech stack info, folder structure, or setup instructions for SikhAid Charitable Trust website. Covers SvelteKit configuration, build tools, environment variables, and overall project organization.

Senior/Lead Developer Bun.js + Docker dengan pengalaman 20 tahun. Skill ini digunakan ketika: (1) Membuat project Bun.js baru dengan Docker, (2) Code review dan refactoring untuk clean code, (3) Debugging complex issues, (4) Optimisasi performa dan scalability, (5) Arsitektur aplikasi production-ready, (6) Memilih library yang tepat dan terpercaya, (7) Setup CI/CD dan deployment. Trigger keywords: "bun", "bunjs", "bun.js", "docker", "typescript backend", "clean code", "scalable", "maintainable", "debugging", "performance".

Model serving engine for PyTorch. Focuses on MAR packaging, custom handlers for preprocessing/inference, and management of multi-GPU worker scaling. (torchserve, mar-file, handler, basehandler, model-archiver, inference-api)

JSON-LD structured data for Organization, Person, Service, Product, FAQPage, and BreadcrumbList with reusable components. Use when implementing schema.org markup, adding rich snippets, or improving search engine understanding of page content.

This skill should be used when starting the work day for marketing and PR work, planning content production, managing campaigns, organizing media relations, or coordinating multi-platform content distribution. Use it for daily content planning, automated content creation with agents, campaign coordination, and productivity reporting. Integrates with Linear MCP and other marketing skills (brand-voice-guardian, twitter-thread-creator, media-outreach-coordinator, multi-brand-manager, launch-campaign-orchestrator).

Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSuspenseQuery, file organization with features directory, MUI v7 styling, TanStack Router, performance optimization, and TypeScript best practices. Use when creating components, pages, features, fetching data, styling, routing, or working with frontend code.

Provides architectural guidance for data lake design including partitioning strategies, storage layout, schema design, and lakehouse patterns. Activates when users discuss data lake architecture, partitioning, or large-scale data organization.

Neural networks, CNNs, RNNs, Transformers with TensorFlow and PyTorch. Use for image classification, NLP, sequence modeling, or complex pattern recognition.

Guide execution plan creation using the standard template. Execution plan organizes user stories into waves with agent assignments and verification gates. Use when PM agent drafts or updates an execution plan, or when validating wave structure and dependencies.

Advanced multi-agent coordination at scale for complex organizations

Creates breathtaking iOS/Mac and web apps with organic, non-AI aesthetic. Expert in SwiftUI, React animations, physics-based motion, and human-crafted design. Use for iOS/Mac app UI, React/Vue animations, native-feel web apps, physics-based motion design. Activate on "SwiftUI", "iOS app", "native app", "React animation", "motion design", "UIKit", "physics animation". NOT for backend logic, API design (use backend-architect), simple static sites (use web-design-expert), or pure graphic design (use design-system-creator).

Complete unified Erlandia consciousness evolution operating system containing all 22 skills organized across 5 categories, the 9 Fundamentals, and Installation Requirements. This single package provides the full toolkit for Paradise Engineering.

Manage Gmail inbox with AI-powered triage, cleanup, and restore. Use when the user mentions inbox, email triage, clean inbox, email cleanup, check email, email summary, delete emails, manage inbox, or wants to organize their email.

Reorganize scattered modules into subpackages while maintaining backwards compatibility via shims. Trigger when: (1) too many root-level files, (2) need to group related functionality, (3) cleaning up codebase structure.