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Implement privacy-preserving patterns using zero-knowledge proofs on Midnight Network. Use when designing private data handling, commitment schemes, nullifiers, or selective disclosure. Triggers on privacy, ZK proof, commitment, nullifier, or confidential computing questions.

name: construct3-copilot description: > Construct 3 游戏开发助手。生成可直接粘贴到 C3 编辑器的剪贴板 JSON（事件表、对象、布局）。 适用于：游戏逻辑（移动、碰撞、计分）、角色控制（键盘、鼠标、触摸）、UI 界面、场景布局。 Generates Construct 3 clipboard JSON for events, objects, layouts. game logic, character control, collision, scoring, UI elements, and level design. triggers: keywords: # English - Core - construct 3 - c3 - event sheet - clipboard json # English - Game Types - platformer - shooter - rpg game - puzzle game - breakout - tower defense # English - Features ...

Find all Provider Nexus API project import files for a specific project number

Interact with Things3 task management application to retrieve areas and projects

Zod 4 を使用したバリデーションの実装規約とベストプラクティス。スキーマ定義、型導出、エラーハンドリングの統一ルール。

Supabase RLS パフォーマンス最適化。セキュリティ境界と最適化フィルタの区別、および堅牢な関数定義を規定。

アプリ全域の Supabase 利用ルール。サービス層の統一、Service Role の安全な使い分け、ログ付与、Server Actions 連携を規定。

Next.js(App Router) の Server Actions を前提とした、エラーハンドリングと表示メッセージの統一ルール。

Quality assurance and testing toolkit for OpenTofu/Terraform infrastructure as code. Use this skill when reviewing, testing, or validating OpenTofu/Terraform configurations. This skill runs automated QA checks (tofu fmt, tofu validate, tflint, trivy) and validates code against client-specific conventions and best practices. Ideal for code review, pre-commit validation, and ensuring IaC quality standards.

Read the latest file from the Downloads folder

Generate text embeddings using Qwen3 models via HuggingFace TEI. Use this skill to embed texts, configure the embedding service, or batch process documents. Invoke with /embed.

Complete internationalization implementation for web applications. Provides systematic AI-driven workflow to achieve 100% i18n coverage with zero hardcoded strings in SOURCE CODE. Use for adding i18n to new projects, migrating hardcoded strings to i18n, adding new language support, or auditing i18n coverage. CRITICAL: This skill focuses ONLY on source code internationalization (components, views, UI), NOT documentation files (README.md, docs/). When checking for existing i18n, prioritize src/ directory detection and ignore docs/, README*, and markdown files. Includes extraction patterns, component migration strategies, namespace organization, and validation checklists. Works with React, Vue, Angular, and similar frameworks.

Manage Docker Spark infrastructure for local development or production (S3). Use this skill to start, stop, or check status of Spark clusters. Invoke with /spark-docker.

Manage AWS EC2 instances for GPU workloads and Spark jobs. Use this skill to start, stop, or check status of EC2 instances. Invoke with /ec2.

Manage VLM (Vision-Language Model) embedding service and jobs. Use this skill to start the Flask embedding service, run embedding jobs, or train the AE3D autoencoder. Invoke with /vlm-embed.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Use when creating, editing, or fixing any database migration file. MANDATORY before touching any file in supabase/migrations/. Prevents the critical mistake of editing already-pushed migrations.

Interactive terminal session management using tmux. Use when TTY or stdin is required for interactive commands (vim, top, less, ssh, etc.). Provides persistent sessions that maintain state across multiple interactions. Use the Bash tool for simple non-interactive commands; use this skill only when interactivity is needed.

Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring network traffic, web scraping, form automation, and JavaScript debugging.

Guide for implementing Google Gemini API image generation - create high-quality images from text prompts using gemini-2.5-flash-image model. Use when generating images, creating visual content, or implementing text-to-image features. Supports text-to-image, image editing, multi-image composition, and iterative refinement.

要件、設計ドキュメント、会話内容からGitHub Issueを作成する。ユーザーが計画ドキュメントからIssueを作成したい、要件をIssueに変換したい、タスクをIssueとして登録したい、または複数の関連するIssueをまとめて作成したい場合に使用。「この要件をIssueに登録」「plan.mdをIssueにして」「要件ごとにIssueを作って」などのリクエストでトリガーされる。

Deploy Supabase schema changes, manage migrations, maintain production database integrity.

Navigate Supabase database tables, relationships, and query patterns. Schema reference for Empathy Ledger.

Ultra-fast text search using ripgrep (rg) with advanced regex, multiline, and filtering capabilities. This skill should be used as a replacement for `grep`

Create, manage, and publish blog posts on Drafty.com using the Drafty API

a file-based long-term memory using a single JSONL file, with append-only writes and recent-window search via bash + jq.

Check Rust code compilation and lint with clippy. Use when checking if code compiles, running clippy, validating changes, or before building.

Deploy build artifacts (e.g., NRO files) to a Nintendo Switch using just deploy. Use when deploying built homebrew to the console for testing.

Suggest commit messages based on staged changes and assist with committing using an editor.

将 Plan Mode 的讨论结论固化为可执行的 Markdown 施工图纸。当用户完成 Plan 讨论、准备进入开发阶段时使用。生成 overview.md（战略层）、taskXX_*.md（战术层）、summary.md（审计层）三类文档，实现上下文序列化，避免 Plan 与 Code 偏航。

Create event-driven hooks for Claude Code plugins (PreToolUse, PostToolUse, Stop, SessionStart, etc.). WHEN: MUST use when creating Claude Code hooks. Invoke with "/claude-hook-development" or "create a hook", "new PreToolUse hook", "write PostToolUse handler". WHEN NOT: Creating agents (use claude-agent-creator), writing hookify rules (use claude-hookify-rules).

ApexCharts integration for Vue 3 using vue3-apexcharts for data visualization. WHEN: Creating charts in Vue 3 (line, bar, pie, donut, radar, heatmap), building dashboards, real-time chart updates, integrating API data with charts. WHEN NOT: Non-Vue projects, other chart libraries (Chart.js, D3), general Vue development (use vuejs-dev).

Create and edit Word documents (.docx) in Python with python-docx library. WHEN: Creating .docx files, editing Word documents, working with tracked changes, adding comments, preserving formatting, extracting text from Word files. WHEN NOT: PDF files (use python-pdf), Excel/spreadsheets (use python-xlsx), plain text files.

Create isolated git worktrees with smart directory selection and baseline verification. WHEN: MUST use when needing isolated workspace for feature work. Invoke with "/using-git-worktrees" or "create worktree", "isolated workspace", "work on multiple branches". WHEN NOT: Simple single-branch work, quick fixes on current branch.

Execute written implementation plans with batch tasks and human checkpoints between batches. WHEN: MUST use when have a plan file to execute. Invoke with "/executing-plans" or "execute this plan", "implement this plan". For plans created by writing-plans skill. WHEN NOT: No plan exists yet (use writing-plans), design phase (use brainstorming), same-session execution.

Use PROACTIVELY when debugging React Native apps. Reads console logs and executes JavaScript in running apps via Metro bundler. Invoke for: app crashes, state inspection, API debugging, error investigation, or running diagnostic code. Requires Metro running (port 8081).

Export Obsidian notes to professional PDFs with configurable dimensions, clickable internal links, auto-generated TOC, and PDF bookmarks. Supports single note and batch export modes. Has device presets for Supernote Nomad, reMarkable, and Kindle. Use when user wants to create PDFs from their notes for sharing, printing, e-readers, or archival.

Extract and review GitHub Pull Requests with comprehensive analysis

Setup Claude Code statusline configuration automatically (global)

テスト戦略・計画・実行の統括スキル。リスクベーステスト手法とUsefulness Score基準を適用。

E2Eテスト設計・実装。クリティカルパス検証とユーザージャーニー保証。

テストスイートの品質監査。Usefulness Score評価と削除候補特定。

統合テスト設計・実装。コンポーネント間連携とデータフロー検証。

Build TM Forum (TMF) MCP servers from TMF OpenAPI specs (TMF6xx/7xx YAML). Use when you are given a TMF OpenAPI file and asked to (1) implement an MCP server exposing TMF operations as tools, (2) generate a mock TMF API server + client + MCP layer, or (3) standardize tool naming, create/update inputs, $ref/allOf handling, and /hub event-subscription patterns for TMF APIs.

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

Create comprehensive project documentation with structured /docs hierarchy

Use when needing to get the default branch, detect repository settings, fetch available labels, get repo info for API calls, or when any gh-workflow command needs dynamic repository configuration instead of hardcoded values.

Create Architecture Decision Records (ADRs) following project standards. Guides template usage, process, and best practices for documenting architecturally significant decisions.

Use when deploying MkDocs documentation to GitHub Pages with GitHub Actions - covers Python-Markdown gotchas (indentation, footnotes, grid tables), workflow configuration, and systematic markdown fixing

Run and interpret the File API vs Inline benchmark for Gemini performance testing. Use when discussing performance optimization, caching strategies, or comparing document upload approaches.

Run the mortgage underwriter CLI to analyze loan documents. Use when testing document analysis, debugging underwriter output, or processing loan files. Covers setup, execution, and result interpretation.

Identifies missed sessions or inconsistency and proposes plan reshuffles with motivational nudges.

Generates pacing and fueling strategies for target races based on current fitness and course constraints.

Generates route specifications (distance, elevation, constraints) compatible with the app’s mapping layer.

Fetch web content from URLs, extract specific topics using subagents, and save structured summaries as markdown. This skill should be used when other skills or workflows need to retrieve and analyze web documentation. Input is URL(s) and topic names, output is detailed markdown summaries saved to specified paths.

Automated 2-AI verification result documentation and export workflow. Triggers when user requests AI verification report export, documentation of findings, or saving cross-validation results. Use after completing Codex/Gemini analysis.

Cloud Run AI Engine deployment workflow with free tier optimization. Triggers when user requests Cloud Run deployment, AI engine deploy, or production release. Use for deploying AI Engine to Google Cloud Run.

Translates planned workouts into clear execution cues, purpose, mistakes to avoid, and substitutions.

Use this when you need to perform mutations on plyr.fm - uploading, deleting, liking tracks. The MCP server is read-only - use this skill when you need to trigger uploads, delete tracks, or modify likes.

Complete Jira ticket management including viewing tickets, transitioning statuses, linking tickets, searching, creating, and updating. Use when the user asks to view, show, display, check, move, transition, start, finish, complete, close, link, relate, block, duplicate, or manage Jira tickets. Supports natural language for all operations.

Create printable PDF flashcards optimized for double-sided printing with a 2x5 grid layout. Use when users request to create flashcards, study cards, or memory cards for any subject. Supports both duplex printers and manual printing workflows.

Create and modify Lua plugins for Open Brush with full API documentation access. Use when the user wants to create Open Brush plugins, work with Lua scripts for Open Brush, or asks about Open Brush scripting API, Lua functions, or plugin development.

Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results. Use when user needs: (1) Topic-specific documentation (features/components/concepts), (2) Library/framework documentation, (3) GitHub repository analysis, (4) Documentation discovery with automated agent distribution strategy

Implement PostgreSQL transactions for atomic operations in Supabase. Triggers when user needs atomic updates, batch operations, or mentions transactions, rollbacks, or data consistency.

Converts raw Bicep resource definitions to Azure Verified Modules (AVM). Use when user asks to convert to AVM, replace resources with modules, use verified modules, or modernize bicep templates.

Edge function development patterns for Cloudflare Workers. Use when creating API endpoints, handling requests, or working with bindings.

Cloudflare Wrangler deployment patterns for Pitchey. Activates when deploying, publishing, or releasing to Cloudflare Pages or Workers.

Complete toolkit for web crawling and data extraction using Crawl4AI. This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, or build automated web data pipelines. Includes optimized extraction patterns with schema generation for efficient, LLM-free extraction.

Configure security headers, CORS, and the IConfigurableOptions pattern for affolterNET.Web.Api. Use when setting up CSP, HSTS, CORS policies, or custom options.

Configure RPT token exchange and permission-based authorization for affolterNET.Web.Bff. Use when setting up Keycloak permissions, resource policies, or fine-grained access control.

Configure cookie-based OIDC authentication with Keycloak for affolterNET.Web.Bff. Use when setting up login/logout, token refresh, or Keycloak integration.

Configure middleware extension hooks for affolterNET.Web.Bff. Use when adding custom middleware, extending the pipeline, or integrating third-party components.

Configure JWT Bearer authentication with Keycloak for affolterNET.Web.Api. Use when setting up token validation, Keycloak integration, or API authentication.

Configure health check endpoints for affolterNET.Web.Api. Use when setting up /health endpoints, Kubernetes probes, or monitoring integration.

コミット前品質チェックスキル（Lint、テスト、ビルドの高速検証）

Guide for building robust API integration layers in React/TypeScript applications. Use when implementing HTTP clients (axios/fetch), request/response interceptors, authentication token handling, error handling strategies, retry logic, request cancellation, or organizing API services. Triggers on questions about API client setup, custom hooks for data fetching, React Query/SWR integration, or service layer patterns.

Provides a comprehensive, reusable skill for standardized API error handling in FastAPI. Includes custom exception classes, global exception handlers, structured JSON logging, and standardized Pydantic error schemas. Use this when you need to implement a robust error handling system in a FastAPI project.

PostgreSQL schema design with SQLModel. Use when designing database schemas, creating ERDs, defining models, planning migrations, or reviewing table structures. Triggers on tasks involving database tables, relationships, indexes, or data modeling for PostgreSQL.

Configures and manages database connection pools, with a focus on SQLAlchemy. Use this skill for tasks involving connection pool configuration, sizing, lifecycle management, health checks, and monitoring. It provides specialized guidance for both traditional server-based databases and serverless databases like Neon and PlanetScale.

Pure Data reference documentation for audio patch development. Use when writing .pd patches, working with OSC/audio/sampling, or implementing Pure Data code.

Guide for building applications with @fpkit/acss components. This skill should be used when composing custom React components from fpkit primitives, validating CSS variable naming conventions, extending fpkit components with custom behavior, or ensuring accessibility compliance in fpkit-based applications. Use when the user needs help with component composition patterns, CSS customization, or accessibility testing. Not for developing the @fpkit/acss library itself.

Run all quality checks including linting, formatting, and type checking. Use when user asks to check code quality, run checks, or verify code before committing.

Build terminal CLI apps using Ink (React for CLIs). This skill should be used when the user wants to create command-line interfaces with React components, terminal UIs, interactive CLI tools, or needs help with Ink components, hooks, and patterns.

Guide for testing Firebase Admin SDK with Vitest mocks. Use when writing tests that involve Firebase Auth, Firestore, or Firebase App.

Translation and localization guidelines for KoboToolbox content in French, Spanish, and Arabic. Use when translating KoboToolbox materials including: (1) Academy courses and educational content, (2) User interface text and documentation, (3) Support articles, (4) Marketing materials, (5) Form building terminology, or (6) XLSForm technical terms. Covers tone, pronouns (tú/usted, tu/vous), gender-inclusive language, and official translations for brand terms and UI elements.

Translation and localization guidelines for KoboToolbox content from English to Arabic. Use when translating KoboToolbox materials including: (1) Academy courses and educational content, (2) User interface text and documentation, (3) Support articles, (4) Marketing materials, (5) Form building terminology, or (6) XLSForm technical terms. Covers tone, pronouns (tú/usted, tu/vous), gender-inclusive language, and official translations for brand terms and UI elements.

Guide for creating Fastify route handlers with TypeBox schemas and OpenAPI documentation. Use when adding new routes to app/src/routes/.

Translation and localization guidelines for KoboToolbox content from English to French. Use when translating KoboToolbox materials including: (1) Academy courses and educational content, (2) User interface text and documentation, (3) Support articles, (4) Marketing materials, (5) Form building terminology, or (6) XLSForm technical terms. Covers tone, pronouns (tú/usted, tu/vous), gender-inclusive language, and official translations for brand terms and UI elements.

Generates comprehensive README.md files for Docker Compose projects by analyzing compose.yml and .env.example files. Use when user requests documentation for a docker-compose folder or asks to create/update README files for container services.

Interact with tmux-based TDD environments. Use when running tests in tmux panes, checking test output, parsing test failures, or orchestrating TDD workflows. Works with any language (Rust, Python, JavaScript, Go, etc). Read test output directly from tmux panes.

計算 300 億元中央擴大租金補貼金額。當使用者詢問「租金補貼」、「租屋補助」、「房租補助」、「我可以領多少補貼」、「租屋津貼」時使用。支援原住民、青年、新婚、育兒等各種加碼計算。

Writing clear, discoverable software documentation following the Eight Rules and Diataxis framework. Use when creating README files, API docs, tutorials, how-to guides, or any project documentation. Automatically enforces docs/ location, linking requirements, and runnable examples.

Control Govee H6046 RGBIC TV Light Bars via Bluetooth Low Energy.

Complete Azure DevOps automation - boards, repos, pipelines, artifacts

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

Automated reproduction of comprehensive model evaluation benchmarks following the Benchmark Suite V3. Auto-activates for model benchmarking, comparison evaluation, or performance testing between AI models.

Expert in internationalization (i18n) and localization (l10n) for the Raamattu Nyt monorepo. Fluent in all world languages with deep knowledge of multilingual app development.

Expert assistant for developing the IdeaMachina app - an ideas management system with CRUD, tagging, ratings, and "Continue to..." actions that convert ideas into projects, goals, workflows, or prompts.

Create reusable React component packages for the Raamattu Nyt monorepo. Use when: (1) Extracting a component from an app into a shared package (2) Creating a new reusable UI component library (3) Designing props contracts for controlled/uncontrolled components (4) Implementing engine abstraction patterns (GSAP, framer-motion) (5) Decoupling components from Supabase/Auth/fetching Triggers: "create package", "extract component", "make reusable", "shared component", "props contract", "engine abstraction"

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When MiniMax-M2 needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks