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ChromaDB vector database client for storing and retrieving text embeddings with hybrid search (dense + sparse). Use for RAG operations, contextual retrieval, and similarity search in clinical notes.
Extract structured claims, predictions, hints, and opinions from AI research content. Use when processing tweets, blog posts, substacks, or other content from AI researchers to identify substantive as…
Extract entities, properties, and relationships from UML class diagrams (images) and populate Neo4j graph database. Supports TMF-style diagrams, schema diagrams, and other UML class diagrams. Uses vis…
Persistent memory for Claude across conversations. Use when starting any task, before writing or editing code, before making decisions, when user mentions preferences or conventions, when user correct…
Finds marker genes for clusters of ALL cells before T/B cell selection. This process identifies differentially expressed genes across unsupervised clusters to help identify broad cell types (T cells, …
Processes Coles grocery invoices to extract structured data and predict future orders. Use when user uploads/pastes invoice content, asks to analyze grocery purchases, or wants shopping predictions.
Scholze-Clausen condensed mathematics bridge to sheaf neural networks via 6-functor formalism
Handle mental health crisis situations in AI coaching safely. Use when implementing crisis detection, safety protocols, emergency escalation, or suicide prevention features. Activates for crisis keywo…
Predict customer churn risk using behavioral signals, engagement data, and predictive analytics
Claims Appeals agent for healthcare workflows.
Classify speleothem anomalies as seismic, climatic, volcanic, or compound events. Use when discriminating earthquake signals from climate/volcanic false positives. Triggers on "classify anomaly", "sei…
Self-improvement and learning skill that helps Claude learn from user interactions, corrections, and preferences
Govern agent behavior through enforcement of the Codex Laws framework.
Expert in ALL computational collage composition: photo mosaics, grid layouts, scrapbook/journal styles, magazine editorial, vision boards, mood boards, social media collages, memory walls, abstract/ge…
Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from AI Feedback). Use for safety alignment, …
Expert guidance for improving customer service assistants. Use when optimizing UX, response time, tone, wording, conversation flow, or evaluating customer service quality.
Specialized processing for Chuukese language text including tokenization, accent handling, cultural context preservation, and language-specific patterns. Use when working with Chuukese text, translati…
Analyzes task descriptions and classifies them into categories for agent selection
PROMETHEUS NEXUS v6.0 - Constitutional multi-agent framework with director domains, mutual accountability, and Teammate coordination. Use when spawning AI directors, coordinating multi-agent systems, …
Generate comprehensive clonality statistics and diversity visualizations for TCR/BCR repertoire analysis. Quantifies clonal expansion, measures diversity metrics (Shannon, Simpson, Gini), and creates …
Assess cognitive processing style and preference patterns.
Research product compositions using AI and web sources. Use when needing to find what products, substances, or objects are made of - including ingredients, materials, chemicals, and elements. Essentia…
Implements Retrieval-Augmented Generation (RAG) patterns to enhance agents with custom knowledge bases. Use this when agents need to search through documents, retrieve context from a knowledge base, o…
Generate case studies, blog posts, experience updates, and variant content from the knowledge base. Use when user wants to create new CV content, write articles, or generate job-specific variants.