向量嵌入
向量检索与嵌入工作流
ai-traffic-tracking
kostja94
When the user wants to track AI search traffic in GA4 or GSC. Also use when the user mentions "AI traffic," "ChatGPT referral," "Perplexity traffic," "AI Overviews," "GA4 AI sources," "AI search analytics," "track AI referrals," "AI search traffic," "Claude traffic," or "how to track AI traffic."
generative-engine-optimization
kostja94
When the user wants to optimize for AI search visibility (ChatGPT, Claude, Perplexity). Also use when the user mentions "GEO," "AEO," "generative engine optimization," "AI search visibility," "LLM optimization," "GitHub GEO," "Grokipedia," "optimize for ChatGPT," "AI Overviews," "Bing Copilot," "Yandex AI," "Perplexity optimization," "GEO strategy," or "AI search optimization." For parasite SEO strategy, use parasite-seo. For GitHub, use github-seo.
google-search-console
kostja94
When the user wants to analyze Google Search Console data, use GSC API, or interpret search performance. Also use when the user mentions "GSC," "Search Console," "indexing report," "Core Web Vitals," "Enhancements," "Insights report," "search performance," "search queries," "search performance report," "URL inspection," "impressions," "CTR," "average position," "index coverage," "title tag," "meta description," "GSC data analysis," "Search Console API," or "searchanalytics.query."
youtube-seo
kostja94
When the user wants to optimize YouTube videos for search, create video descriptions, or improve channel visibility. Also use when the user mentions "YouTube SEO," "YouTube description," "YouTube tags," "YouTube thumbnail," "YouTube title," "YouTube channel," or "video SEO."
directory-listing-ads
kostja94
When the user wants to run paid ads within directories or marketplaces. Also use when the user mentions "Taaft ads," "Shopify App Store ads," "G2 sponsored," "Capterra ads," "directory ads," "marketplace ads," "paid listing," "sponsored listing," or "directory promotion."
recommendation-algorithm-design
nirholas
Complete mastery guide for designing social media recommendation algorithms — understanding candidate generation, ranking models, engagement prediction, content graph modeling, collaborative filtering, embedding spaces, real-time personalization, exploration vs exploitation tradeoffs, feedback loops, filter bubble mitigation, and building recommendation systems from scratch. Based on analysis of production systems like Twitter/X's open-source algorithm, with applications to crypto community feeds and DeFi content curation.
code-refactoring-context-restore
rmyndharis
"Use when working with code refactoring context restore"
ai-engineer
sickn33
Build production-ready LLM applications, advanced RAG systems, and
safe-file-reader
Xe
Read files without making changes. Use when you need read-only file access.
algolia-search
sickn33
"Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality."
docx-processing-superdoc
lawvable
Searches, replaces, and reads text in Word documents. Use when the user asks to edit, search, or extract text from .docx files.
outlook-emails-lawvable
lawvable
Read, search, and download emails and attachments from Microsoft Outlook via OAuth2. Use when the user asks to (1) check, read, or fetch emails or messages from Outlook, (2) search emails by keyword, sender, or subject, (3) download email attachments such as contracts, NDAs, or documents, (4) chain email content into other skills (e.g. "read the latest email from X and review the attached NDA"), or (5) any task involving Microsoft Outlook, Office 365, or Exchange email access.
plagiarism-checker
bitwize-music-studio
Scans lyrics for phrases that may match existing songs using web search and LLM knowledge. Use before release to check for unintentional borrowing.
context-engineering-advisor
deanpeters
Diagnose context stuffing vs. context engineering. Assess practices, define boundaries, and advise on memory architecture, retrieval, and the Research→Plan→Reset→Implement cycle.
aura-asset-images
MengTo
"Use when you need high-quality stock-style images from Aura Assets (aura.build/assets) similar to Unsplash for design mockups and marketing: backgrounds, abstract wallpapers, architecture, portraits, and headshots. Includes a workflow for searching by tag on aura.build/assets and returns 5 real image URLs per category plus practical guidance for using different resolutions and aspect ratios."
QE Code Intelligence
proffesor-for-testing
"Knowledge graph-based code understanding with semantic search and 80% token reduction through intelligent context retrieval."
ai-engineer
rmyndharis
Build production-ready LLM applications, advanced RAG systems, and
documentation-tools
Logos-Liber
Static site generators, documentation platforms, and deployment workflows for technical documentation
ionic-design
Cap-go
Guide to using Ionic Framework components for beautiful native-looking Capacitor apps. Covers component usage, theming, platform-specific styling, and best practices for mobile UI. Use this skill when users need help with Ionic components or mobile UI design.
UI/UX Pro Max - Design Intelligence
zhom
Simple Yet Powerful Anti-Detect Browser 🍩
aetherviz-master
andyhuo520
AetherViz Master - 互动教育可视化建筑师，将任意教学主题转化为极致美观、高度交互的专业教学网页
fiftyone-code-style
voxel51
Writes Python code following FiftyOne's official conventions. Use when contributing to FiftyOne, developing plugins, or writing code that integrates with FiftyOne's codebase.
unity-asset
Besty0728
"Unity asset management. Use when users want to import, move, delete, duplicate, or organize project assets. Triggers: asset, import, export, folder, file, resource, AssetDatabase, Unity资源, 资产, Unity导入."
unity-physics
Besty0728
"Unity physics operations. Use when users want to perform raycasts, overlap checks, or configure gravity. Triggers: physics, raycast, overlap, gravity, collision, layer mask, 物理, 射线检测, 重力, 碰撞."