Data & AI

Pattern-based bulk code transformations across multiple files

Interact with the MicroTutor Moodle LMS via REST API to manage courses, users, enrollments, assignments, quizzes, forums, and grades. Use when the user says "use the api" or asks to query, create, update, or manage any Moodle content including course data, student enrollments, activity modules, submissions, or grades.

AI Search Engine Optimization。JSON-LD構造化データ、Schema.org、AIクローラー対応。ランディングページ、製品ページ作成時に自動適用。

Use this skill when creating, updating, or querying AI-optimized tracking artifacts. Invoke for: creating phase progress tracking, updating task status, querying pending/blocked tasks, generating session handoffs, validating artifacts, or understanding how to use progress files for orchestration. Provides YAML+Markdown hybrid format with 95% token reduction. Core functions: CREATE, UPDATE, QUERY, VALIDATE, ORCHESTRATE.

Write secure, performant database queries that prevent SQL injection and avoid N+1 problems. Use this skill when writing SQL queries, ORM queries, or database access code. When working on files containing SELECT, INSERT, UPDATE, DELETE statements or ORM query methods. When implementing eager loading, joins, or query optimization. When adding database transactions, query timeouts, or caching for expensive queries.

Guidelines for using Zen MCP tools effectively in this repo. Use for complex multi-model tasks, architectural decisions, or when cross-model validation adds value.

Guide agents through structured research including planning, multi-query execution, source analysis, and synthesis. Use for comprehensive topic research, deep investigation, or creating research reports. Keywords: research, investigate, deep dive, comprehensive, analysis, synthesis, report.

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

Google Cloud Platform services including GKE, Cloud Run, Cloud Storage, BigQuery, and Pub/Sub. Activate for GCP infrastructure, Google Cloud deployment, and GCP integration.

A comprehensive security middleware system for Next.js 13+ App Router API routes that provides authentication, rate limiting, CSRF protection, audit logging, and security headers in a composable, production-ready pattern. Use when building secure Next.js APIs that need protection against common web vulnerabilities.

Search and download royalty-free images and videos from Pixabay. This skill should be used when the user needs stock photos, illustrations, vectors, or videos for projects. Supports filtering by type, category, color, orientation, and more.

Develop and maintain Convex backend functions including queries, mutations, and actions. Use when working with database operations, authentication, game management, scoring logic, and real-time data updates in the dev-quiz-battle app.

Notion API for managing pages, databases, and blocks. Use this skill to create pages, query databases, search content, and build integrations with Notion workspaces.

Get code review from Codex AI for implementation quality, bug detection, and best practices. Use when asked to review code, check for bugs, find security issues, or get feedback on implementation patterns.

Produce an implementation-ready technical specification with architecture, sequencing, and validation details.

Expert iOS App Store submission and approval system. 9 specialized agents providing senior App Review Team-level expertise across compliance, design, privacy, monetization, metadata, technical requirements, timing, rejection recovery, and learning. Triggers on keywords like app store, iOS submission, apple review, app rejection, aso, privacy manifest, privacy labels, ATT, iap, in-app purchase, subscription, storekit, review guidelines, HIG, testflight, app store connect.

Automatic quality gate and session health monitor. Spawns focused Haiku agents for code review and task planning when degradation detected. Validates suggestions against Oracle knowledge. Learns from user feedback to adjust sensitivity. Uses minimal context passing. Integrates with oracle and evaluator.

Create and manipulate PowerPoint PPTX files programmatically. Use when the user needs to generate presentations, modify PPTX templates, extract slide content, create thumbnail previews, or automate PowerPoint workflows. Supports both template-based generation (for branding compliance) and from-scratch creation. Keywords: PowerPoint, PPTX, presentation, slides, template, deck, slideshow, corporate, branding.

This skill should be used when the user asks to "convert notebook to text", "use jupytext", "version control notebooks", "share data between kernels", "set up multi-kernel project", "pair notebooks with Python files", "sync ipynb and py files", or needs multi-kernel projects (Python/R/Stata/SAS) with version-control-friendly notebooks.

Agentic execution protocols for Claude Code with verification gates, rollback mechanisms, and confidence thresholds. Triggers on any destructive or high-risk operations.