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Found 5,725 Skills
Use this skill for setting up vector similarity search with pgvector for AI/ML embeddings, RAG applications, or semantic search. **Trigger when user asks to:** - Store or search vector embeddings in PostgreSQL - Set up semantic search, similarity search, or nearest neighbor search - Create HNSW or IVFFlat indexes for vectors - Implement RAG (Retrieval Augmented Generation) with PostgreSQL - Optimize pgvector performance, recall, or memory usage - Use binary quantization for large vector datasets **Keywords:** pgvector, embeddings, semantic search, vector similarity, HNSW, IVFFlat, halfvec, cosine distance, nearest neighbor, RAG, LLM, AI search Covers: halfvec storage, HNSW index configuration (m, ef_construction, ef_search), quantization strategies, filtered search, bulk loading, and performance tuning.
Provides guidance on fundamental software design principles to reduce complexity, prevent over-engineering, and improve maintainability.
Design and architect software systems. Plans system components, interactions, and deployment patterns for scalability and maintainability.
Onboards users to MLflow by determining their use case (GenAI agents/apps or traditional ML/deep learning) and guiding them through relevant quickstart tutorials and initial integration. If an experiment ID is available, it should be supplied as input to help determine the use case. Use when the user asks to get started with MLflow, set up tracking, add observability, or integrate MLflow into their project. Triggers on "get started with MLflow", "set up MLflow", "onboard to MLflow", "add MLflow to my project", "how do I use MLflow".
Coordinates security scanning (secrets + deps). Delegates to ln-761 + ln-625(mode=vulnerabilities_only). Generates SECURITY.md, pre-commit hooks, CI workflow.
This skill should be used when the user asks to "initialize search", "set up semantic search", "enable qmd", "add search to secondbrain", or mentions wanting to enable semantic search capabilities for an existing secondbrain project.
Coordinates 9 specialized audit workers (security, build, architecture, code quality, dependencies, dead code, observability, concurrency, lifecycle). Researches best practices, delegates parallel audits, aggregates results into single Linear task in Epic 0.
Diagnose Clash proxy and network connection issues. Use this when users encounter network problems such as inability to connect to the network, proxy not working, GitHub/Google timeouts, DNS anomalies, TUN mode failures, etc.
This skill should be used when the user asks to "create speaker reel", "speaking demo video", "speaker sizzle reel", "speaking highlights", or mentions speaker reels, demo videos, or speaking portfolios. Creates compelling speaker reels that showcase speaking ability and secure speaking opportunities.
Progressive Web App development guidelines covering service workers, caching strategies, offline functionality, and installability
Multidisciplinary creative council for brainstorming and originating game mechanics, systems, and concepts. Use when generating new ideas, exploring mechanic possibilities, seeking inspiration from other domains, evolving existing systems, or when creative ideation is needed. Covers game design, board games, card games, casino mechanics, loyalty systems, game theory, gamification, tulip farming, robotic agriculture, fantasy/sci-fi world-building, industry trends, indie innovation, narrative design, and cross-domain inspiration. Triggers on requests for new ideas, mechanic brainstorming, "what if" exploration, feature ideation, or creative problem-solving.
Android development guidelines for Kotlin with clean architecture, MVI pattern, Material Design, and best practices for building robust mobile applications