Generate professional PDF documents with correct CJK (Chinese/Japanese/Korean) rendering. Trigger when user says 'generate PDF', 'create PDF', 'export PDF', '生成 PDF', '导出 PDF', '做个 PDF', 'make a PDF', or when any task requires producing a PDF file. Also trigger when user mentions PDF formatting issues, garbled text…
Full plan lifecycle: deep understanding → write plan with TDD checklist → parallel review → Ralph Loop execution. Trigger when user says 'plan', 'design', 'implement', 'build', 'architect', '@plan', '@execute', or describes a multi-step task that needs structured breakdown. Also trigger for feature requests, system…
Multi-level research: built-in knowledge → web search → Tavily deep research API. Trigger when user says 'research', 'investigate', 'find out', 'compare', 'what is', 'how does X work', 'competitive analysis', 'market research', '@research', or needs information beyond the current codebase and knowledge base.
Code and plan review with multi-angle dispatch. Trigger when user says 'review', 'code review', 'check my code', 'PR review', '@review', or when completing a plan phase that requires review. Also trigger before merge, after major feature completion, or when user asks for feedback on implementation quality.
Agent self-learning: promote recurring episodes to rules, capture complex corrections. Trigger when hook outputs 🔥 or ⬆️ (promotion needed), 🚨 (complex correction), or when user says 'reflect', 'learn from this', 'remember this', 'always do X', 'never do Y', '@reflect'. Also trigger when same mistake pattern appears…
Create high-quality, production-ready skills from scratch. Trigger when user says 'create skill', 'new skill', 'write a skill', 'make a skill', '创建 skill', '写个 skill', 'skillify', or when packaging a repeated workflow into a reusable skill. Also trigger when reviewing or improving existing skills.
Google Stitch design-to-code workflow with design system management. Trigger when user mentions Stitch, design-to-code, UI design, visual comparison, design.md, design system, ShadCN conversion, redesign from screenshot, or wants to pull designs from Stitch into local code. Also trigger when user says '做个页面', 'build a…
Evidence before claims — run verification commands before any completion/success statement. Trigger when about to claim 'done', 'fixed', 'passing', 'complete', 'works now', before committing, creating PRs, or moving to next task. Also trigger when expressing satisfaction like 'great', 'perfect', or any positive…
Extract and summarize YouTube video content via subtitle extraction. Trigger when user shares a YouTube URL (youtube.com or youtu.be), says 'summarize this video', 'watch this', '看看这个视频', or wants to understand video content without watching. Also trigger for video transcript extraction.