ai-patterns
Reference patterns for augmented coding with AI. Use when discussing AI coding patterns, anti-patterns, obstacles, context management, steering AI, or looking up Lexler's patterns collection.
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
Reference patterns for augmented coding with AI. Use when discussing AI coding patterns, anti-patterns, obstacles, context management, steering AI, or looking up Lexler's patterns collection.
Provides guidance for Google MediaPipe Pose Landmarker on web using @mediapipe/tasks-vision. Covers setup, landmark indices, running modes, and real-time video patterns. Use when working with MediaPip…
Rephrasing suggestion
Complete podcast production from script to final audio. Use this skill when users want to create, edit, transcribe, or produce a podcast. Triggers: podcast, podcasting, audio editing, transcription, s…
Project fingerprinting, association rule mining (Apriori), and cosine-similarity plugin recommendations
Download audio from YouTube and Twitter/X links
A smart YouTube video downloader with multiple strategies, auto-retry, intelligent cookie management, and subtitle support
Comprehensive guide for Tinker Cookbook supervised fine-tuning covering all patterns including high-level Cookbook abstractions, low-level API usage, streaming datasets, file-based data, Blueprint con…
Content caster (铸). Transforms content into PNG visuals. Three molds: -l (default) long reading card, -i infograph, -c multi-card reading cards (1080x1440). Output to ~/Downloads/. Use when user says …
Generate or edit images via OpenRouter using Google's Gemini 3 Pro Image model. Use when the user wants to generate images using OpenRouter API instead of direct Google API.
Build voice AI agents with LiveKit Cloud and the Agents SDK. Use when the user asks to "build a voice agent", "create a LiveKit agent", "add voice AI", "implement handoffs", "structure agent workflows…
Offline-first voice I/O super-skill: speak via say, listen via listen, and run agent-orchestrated duplex dialogue.
Context-aware requirements analysis skill. Automatically triggered when users request "to complete specific requirements by reading existing AI documents or AI_CONTEXT documentation". The skill intell…
Generate dependency diagrams from code or architecture. Traces code-level dependencies (hooks, queries, providers, components) or maps high-level system architecture. Outputs Mermaid diagrams in markd…
Summarize Discord chat messages across servers. Use when user asks for chat summary, digest, highlights, recap, or overview of Discord conversations.
Quick-reference for using external AI models in orchestration workflows. External models are invoked via Bash+claudish CLI (deterministic, 100% reliable). Use when confused about how to run external m…
Document re-ranking service (Reranker). It scores and reorders retrieval candidates based on a fine-grained relevance using deep learning models, significantly improving the precision of retrieval res…
Multi-turn dialogue management Skill. Supports conversation history management, context maintenance, Agent collaboration, and RAG integration. Used for building chatbots, conversational assistants, an…
Expert verified search with source validation, credibility scoring, and fact-checking
Gives a balanced pros and cons analysis of any idea, decision, or topic. Type a subject and get both sides.
Request assistance from the assistant, suitable for task scenarios such as long text reading comprehension, web searching, web page reading, article translation, and web and front-end interface creati…
Make well-calibrated probability estimates using superforecasting methodology. Use when user asks about probability, likelihood, chance, odds, "will X happen", "when will X happen", "how much will X c…
Quantitative framework for detecting AI-generated "slop" in prose through systematic analysis of structural, lexical, rhetorical, and logical patterns. Use when analyzing text authenticity, evaluating…
Use when a user wants to generate a Mermaid diagram, visualize a system flow, or says "create a diagram", "mermaid", "visualize the flow", "diagram this". Also use when a design doc or implementation …