hybrid-search-implementation
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
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Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
Control system for attention guidance and safe trance navigation
Generate intelligent session IDs based on detected content source type.
Image manipulation using ImageMagick command-line tools for resizing, converting, optimizing, and batch processing
Image manipulation using ImageMagick command-line tools for resizing, converting, optimizing, and batch processing
Upload images to ImageKit from file paths or clipboard, returning the CDN URL for easy sharing and embedding
I mine pixels for atoms. Reality is just compressed resources.
Set up RAG pipelines with document chunking, embedding generation, and retrieval strategies using LlamaIndex. Use when building new RAG systems, choosing chunking approaches, selecting embedding model…
Reciprocal Rank Fusion for merging full-text and vector search results in this project. Convex native searchIndex + vectorIndex integration with admin-toggleable hybrid search. Triggers on "hybrid sea…
Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with empirical data, testing …
Identify section boundaries and content sequences within a scraped webpage for AEM Edge Delivery Services import. Performs two-level analysis (sections, then sequences per section) and surveys availab…
Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.
Generate professional visuals using Gemini via browser automation with 6-gate quality control. Use when creating chapter illustrations, diagrams, or teaching visuals. NOT for stock photos or decorativ…
Development guidelines for Quantum Skincare's Python FastAPI image processor microservice. Covers FastAPI patterns, Perfect Corp API integration, MediaPipe FaceMesh validation, correlation headers, ac…
This skill should be used when optimizing, converting, or resizing images. Trigger when user mentions image optimization, HEIC/HEIF conversion, JPEG/PNG/WebP/AVIF processing, reducing image file size,…
Analyze conversations to identify improvements for prompts, instructions, skills, or workflows. Use when something went wrong, behavior didn't match expectations, you want to improve AI interactions, …
HyJAX Relational Thinking Skill
HyThermal Skill
A utility skill to vertically concatenate multiple images into a single file.
Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.
Process and manipulate images using ImageMagick. Supports resizing, format conversion, batch processing, and retrieving image metadata. Use when working with images, creating thumbnails, resizing wall…
Create prompts optimized for image generation AI. Generate prompts for Nano Banana Pro (Gemini 3 Pro), Imagen 3, and DALL-E.
Create D3 questions where students watch a video and provide written responses. The video is the primary instructional content.
Full character autonomy across all layers of existence