Browser automation using Playwright MCP, CDP, and direct WebSocket CDP for web testing, UI verification, and form automation. Use when navigating websites, clicking elements, filling forms, taking screenshots, testing web applications, reusing an existing browser session, or troubleshooting CDP / iframe / modal / file chooser / passkey (WebAuthn) issues.
Generate draw.io editable diagrams (.drawio, .drawio.svg) from text, images, or Excel. Orchestrates 3-agent workflow (Analysis → Manifest → SVG generation) with quality gates. Use when creating architecture diagrams, flowcharts, sequence diagrams, or converting existing images to editable format. Supports Azure/AWS cloud icons. Triggers on draw.io, drawio, ダイアグラム, 図解, アーキ図, フローチャート, シーケンス図.
Run a Duck Critic producer-critic loop: you (main) keep producing the plan/code/tests and gate your own work at checkpoints with a different-model critic, revising until it passes. Use when asked for rubber duck, ラバーダック, 別モデルレビュー, second opinion, critic, code review, design review, plan critique, or review by another model/agent harness.
Remove AI-generated tone and make writing sound more human in Japanese and English. Use when reviewing drafts for AIっぽさ, humanizing article/blog text, 文体チェック, AI感を消したい, or ChatGPT tells.
Run a reusable opportunity-to-artifact workflow: discover unmet needs, set up workspace factories, schedule recurring commander/worker/reporter prompts, batch-refine many items, optionally use SQLite state, build small artifacts, review quality, and track outcomes. Use when the user wants to repeatedly create apps, games, products, content, or experiments from market/user needs.
Build a customer-facing Azure Update PowerPoint from Azure Updates MCP results, including customer classification, Japan region stamps, UPDATE Points, speaker notes, and Verify-Pptx gate checks. Use when creating or updating an Azure Update / Azure アップデート customer deck, bootstrapping a new Azure Update PPTX workspace, reviewing Deploy Region support, or re-applying manifest JSON to an existing deck.
Create and edit professional PowerPoint presentations from web articles, blog posts, existing PPTX files, or templates. Use when creating PPTX, converting articles to slides, translating presentations, editing open PowerPoint files, or doing COM Automation / RefURL / overflow review work. Triggers on PowerPoint, PPTX, パワポ, スライド作成, 記事をスライド化, COM自動化, RefURL.
Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'.