Multi-agent swarm parallel collaboration using pure git self-organisation, ideal for large-scale project development. Use when the user mentions "swarm mode", "multi-agent", "parallel development", or "agent swarm".
Standardised article editing workflow that ensures the scope of changes is clear, progress is trackable, and all modifications are documented. Use when the user says "edit article", "revise article", "adjust content", or "tweak this piece".
Condense long-form articles into X (Twitter) platform content (200–500 words), preserving core insights and personal style. Use when the user mentions "post to Weibo", "share on Xiaohongshu", "social media", or "shorten the article".
All-in-one data analysis and productivity assistant. Covers end-to-end workflows for data processing, analytical insights, report writing, PPT creation, and data visualisation. Always approaches tasks from an expert perspective — thinks one step ahead for the user. Proactively confirms with the user when uncertain.…
Design philosophy consultant — recommends 3 directions from 20 styles, generates visual demos, and AI prompts. Use when the user mentions "design style", "design direction", "colour palette", "visual style", "design review", or "recommend a style".
Short video viral script creation workflow. End-to-end process from competitor video breakdown to script generation: download Douyin videos → Gemini video analysis → viral formula extraction → script + storyboard generation → AI-tone proofreading. Use when the user mentions "short video script", "viral breakdown"…
One-click generation and upload of article illustrations to an image host, with automatic Markdown link insertion. Use when the user mentions "illustrations", "article images", "upload images", or "image for the article".
Multi-channel search for new products and technologies, cross-validated and saved to a knowledge base. Use when the user mentions "latest information", "new product", "search for resources", "look something up", or "learn about XX".
Search a personal material library of 1,800+ real experiences and opinions to add a human touch to content. Use when the user mentions "personal experiences", "real examples", "material bank", or "human feel".
Convert Markdown documents into professional Apple-style PDF white papers. Supports full Markdown syntax (code blocks, tables, blockquotes, lists, etc.). Auto-generates cover page, table of contents, and headers/footers. Use cases: technical documentation, white papers, tutorials, reports — any Markdown document…
Automatically identifies the prompt type and saves it to the appropriate category (Technical / Content / Teaching / Product / General). Use when the user mentions "save prompt", "record prompt", or "organise prompts".
Three-pass proofreading to reduce AI detection rates and make articles feel more human. Use when the user mentions "too AI-sounding", "reads like AI wrote it", "reduce AI detection rate", "proofread", or "make it more natural".
Structured web research workflow that ensures research findings are saved incrementally to files and not lost due to session interruptions. Use when the user says "research", "search for information", "look this up", "find out about", or "latest information".
Colloquialise video scripts — remove formal, written-language tone so scripts feel natural when spoken aloud. Use when the user mentions "make it more conversational", "too formal", "sounds like someone speaking", or "script proofreading".
Presentation and speaking coach. Based on Patrick Winston's (MIT AI Professor) How to Speak methodology — helps prepare for offline training sessions, tech talks, Bilibili tutorial videos, and other speaking scenarios. Use when the user mentions "presentation", "talk", "training", "lecture", "PPT presentation"…
Quickly generate 3–4 topic directions, each with a title, outline, and pros/cons analysis. Use when the user mentions "topic ideas", "what to write about", "article direction", or "title suggestions".
Check video titles, thumbnails, and opening hooks based on MrBeast's strategies. Use when the user mentions "video title", "thumbnail", "click-through rate", "CTR", or "watch time".
Quickly generate 2–3 video outline options, including title, thumbnail recommendations, and structural design. Use when the user mentions "video outline", "video structure", "script outline", or "video topic ideas".
Generate high-quality images for Xiaohongshu (Little Red Book) posts. Default path is AI-generated (Gemini); HTML is only used as fallback for precise data tables. Use when the user mentions "Xiaohongshu images", "Xiaohongshu cover", "Xiaohongshu pictures", "make a Xiaohongshu image", or "post illustrations".