data-scientist
Expert in statistical analysis, predictive modeling, machine learning, and data storytelling to drive business insights.
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
Expert in statistical analysis, predictive modeling, machine learning, and data storytelling to drive business insights.
Best practices for Remotion - Video creation in React
Integrate with Replicate AI for running models (image generation, LLMs, etc.).
Evaluate alternative scenarios by simulating interventions on past decisions or hypothetical futures. Use when assessing decisions in hindsight, planning scenarios, or comparing paths not taken. Produ…
This skill should be used when the user asks to "use delphi", "ask delphi", or wants multiple parallel oracle investigations of the same question to discover divergent insights. Delphi launches multip…
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems,…
Advanced swarm patterns with dynamic topology switching and self-organizing behaviors for complex multi-agent coordination
Create powerful MCP prompts that guide AI interactions with templates, arguments, and context injection
AI-assisted literature review for question-answering over papers and evidence synthesis
Advanced document parsing with PaddleOCR. Returns complete document structure including text, tables, formulas, charts, and layout information. Claude extracts relevant content based on user needs.
Use AI to create ASCII text-based preview of PDF page layout. Transforms visual and extracted data into structured ASCII representation for HTML generation.
A chess engine analysis tool that provides recommendations for the best moves, evaluates board positions, and analyzes multiple move choices. Supports direct input of FEN strings for analysis.
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill when processing cardiovascular signals, brain activi…
Specialized ML model development, training, and deployment workflow
Use this skill for requests related to Pydantic AI framework - building agents, tools, dependencies, structured outputs, and model integrations.
Analyze text to detect if it was written by AI. Returns a score from 0-100 with detailed metrics. Use when checking content before publishing or submitting.
Extract arguments from complex texts, identify premises, conclusions, and implicit assumptions, and create visual argument maps using Toulmin model or standard form
Enable continuous learning mode for automatic insight extraction
Use when working with Quetrex's voice interface, OpenAI Realtime API, WebRTC, or echo cancellation. Knows Quetrex's specific voice architecture decisions and patterns. CRITICAL - prevents breaking wor…
Strategic advisor for founders. Facilitates deep thinking through Socratic dialogue, identifies blind spots, assesses risks and opportunities, and provides guidance on strategic decisions using Extend…
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP p…
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement
Analyze coordination patterns, handoff mechanisms, and state sharing in multi-agent systems. Use when (1) understanding how agents transfer control, (2) evaluating shared vs isolated state patterns, (…
Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.