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Create and maintain the interactive Streamlit playground for learning VRP-Toolkit through hands-on exploration. Use this skill when adding playground features, integrating new algorithms, or enhancing the learning experience.
Create project-specific Claude Code skills tailored to particular codebases, domains, or organizations. Workflow for analyzing project context, identifying skill opportunities, designing project-specific patterns, and building custom skills. Use when creating skills for specific projects, capturing project knowledge, building team-specific workflows, or developing domain-specific skill toolkits.
Create detailed lesson plans, instructional materials, learning activities, and differentiation strategies aligned to learning objectives. Use when developing instructional content, writing lesson plans, or creating learning activities. Activates on "create lesson plan", "develop content for [objective]", "write instructional materials", or "design learning activities".
Skill for configuring OpenAI Agents SDK to work with alternative LLM providers using base URL and API key
Guidance for using Claude Code component architecture and choosing between agents, skills, commands, and hooks. Helps decide which component type fits a use case, understand delegation and isolation, debug cross-component issues, and design cohesive plugin architectures. Use when choosing component types, designing plugins with multiple components, debugging delegation failures, asking about component interaction patterns, or creating Box Factory-compliant components.
Call OpenAI Codex CLI for tasks. Use when user wants to ask Codex, get GPT's opinion, get a second opinion, compare with OpenAI, have Codex review something, or let Codex perform a task.
Create production-ready skills from expert knowledge. Extracts domain expertise and system ontologies, uses scripts for deterministic work, loads knowledge progressively. Use when building skills that must work reliably in production.
Use this skill when running, managing, or analyzing yanex experiments. Includes executing experiments via CLI, parameter sweeps, dependencies, querying experiment history, comparing results, and maintaining experiment logs. Invoke when users mention yanex, experiments, training runs, parameter sweeps, or need to track ML experiments.
AI生成コード・情報の自己検証スキル。コード生成、情報提供、設定/インフラ作業のすべてで使用。毎回全チェック必須。
Onboard AI creativity benchmarks into HELM-compliant Scenario implementations. Use when asked to onboard a benchmark, create a HELM scenario, process a paper into evaluation code, convert a dataset to HELM format, or when the user mentions "creativity benchmark", "task.py", or "scenario.py".
Guides creation of new skills following dsmj-ai-toolkit v2.0 format with validation. Trigger: When creating new skills, when user says "create skill", when adding domain knowledge, when documenting patterns, when building skill for framework or technology.
Agent Factory master skill for intelligent Claude Code agent generation. Includes requirement analysis, domain detection, model selection, template system, validation framework, and advanced features. Contains algorithms, workflows, and patterns.
Update videos, modules, or styling on the Alpha AI Learning site. Use when adding/replacing videos, updating module content, changing week descriptions, or modifying site styling.
Claude Code プラグインの agent 仕様知識。サブエージェントの正しい形式、フロントマター、tools/model/skills フィールドを提供。Use when creating, updating, or maintaining agents, understanding agent structure, or implementing subagents. Also use when user says エージェント, サブエージェント, agents.
Production-ready Celery task templates with error handling, retries, rate limiting, time limits, and custom task classes. Use when creating Celery tasks, implementing retry logic, adding rate limiting, setting time limits, building custom task classes, validating task inputs with Pydantic, handling database operations, making API calls, or when user mentions task patterns, retry mechanisms, task templates, error handling, task best practices.
Cloudflare Workers AI essentials - text generation, embeddings, image generation, streaming. Trigger: When working with Workers AI, LLMs, text generation, embeddings, image generation.
