Data & AI

Maintain Structurizr C4 architecture diagrams in sync with code changes. Use when adding components, modifying relationships, changing architectural boundaries, or implementing new patterns. Ensures workspace.dsl accurately reflects the current system architecture.

This skill provides knowledge about Claude tools (Prompts, Skills, Subagents, Commands, and MCPs). Use this skill when knowledge about Claude tools is needed, when the user mentions Claude tools or when the user needs help identifying the best Claude tool to use/create for a task. Common questions include 'Should I create a Claude tool for this use-case?', 'What type of Claude tool should I create for this use-case?."

Write a bot to continuously listen and respond to events on a public blockchain network.

Interactive data exploration and visualization skill. Use when users ask to visualize data, analyze datasets, create charts, or explore data files (CSV, Excel, Parquet, JSON). This skill guides through data exploration, proposes visualization strategies based on data characteristics, creates interactive Plotly charts in marimo notebooks, and generates analytical conclusions.

DO NOT USE THE APPLICATION NOTE SERVICE. Maintain and organize daily notes for the current project. Create, update, and manage these notes in a structured manner upon user request. Use this skill when the user requests "please make|create|write|add a note...".

Use this skill when backend API contracts change and frontend types need synchronization. Triggers on: Pydantic model changes, REST endpoint updates, WebSocket message formats, or GraphQL schema modifications. Dynamically detects contract type from context. NOT for unrelated type definitions or internal backend-only changes.

Use when someone needs to explain animation principles to students, mentees, or team members at various skill levels

Run repo startup: prompt load, checklist sync, optional PR triage, worktree hygiene, and CI pull. Best-effort with structured status.

Creates and configures stdio Model Context Protocol (MCP) server connections for OpenAI Agents SDK

Set up and configure MCP (Model Context Protocol) servers with Claude Code. Use when the user wants to connect Claude Code to external tools, databases, APIs, or services via MCP. Handles HTTP, SSE, and stdio server configurations with proper authentication.

Evaluate LLM benchmark outputs against quality rubrics for STPA-Sec analysis. Use when comparing model outputs, assessing component extraction quality, UCA analysis correctness, or scenario generation completeness.

Run .NET tests using dotnet CLI. Use when task involves executing unit tests, generating code coverage reports, or running benchmarks.

Integrate RubyCritic to analyze Ruby code quality and maintain high standards throughout development. Use when working on Ruby projects to check code smells, complexity, and duplication. Triggers include creating/editing Ruby files, refactoring code, reviewing code quality, or when user requests code analysis or quality checks.

Find and evaluate AI tutorial videos for the curriculum. Use when searching for new videos, evaluating video quality, or updating the curriculum with better content.

A skill that checks Outlook 365 company mail, finds specific emails, checks for attachments, and forwards them to another email address.

Write modern C# code using .NET 8+, C# 12+ features, ASP.NET Core APIs, Entity Framework Core, and Blazor. Use for C# files (.cs), .NET projects, ASP.NET Core web apps, EF Core data access, minimal APIs, Blazor components, or LINQ queries.

Frontend development guidelines for Next.js + React 19 + shadcn/ui applications. Modern patterns including App Router, Server Components, Client Components, Server Actions, shadcn/ui with Tailwind CSS, React Hook Form, lazy loading, Suspense boundaries, Supabase client integration, performance optimization, and TypeScript best practices. Use when creating pages, components, forms, styling, data fetching, new features or working with Next.js/React code.

analyzerアプリケーションのアーキテクチャレビュー。Port&Adapterアーキテクチャ（ヘキサゴナルアーキテクチャ）のルールに従っているかをチェックします。新しいPort/Adapter/Usecase/Model追加時、PRレビュー時、またはアーキテクチャ違反の検出が必要な時に使用します。Port層の関数型定義、依存関係の方向、New*関数パターン、レイヤー分離などを検証します。

Keep HTTP handlers and OpenAPI (openapi.yaml) in sync. Use when adding/changing endpoints, request/response schemas, auth requirements, or error shapes.

Chatbot agent for discovering high-impact AI agent deployment opportunities in potential client organisations. Conducts text-based discovery conversations to identify where Activate Intelligence's AI agent orchestration could deliver maximum value.