3. Data, Science & AI

Classifies user intents in Claude Code CLI with minimal tokens, outputting category and starter steps for efficient task routing.

Optimizes SQLite database performance through indexing, query tuning, and configuration adjustments.

Integrates NASA JPL API for astronomical event detection and calendar generation in the caelundas ephemeris pipeline.

Provides database schema design patterns with normalization principles and relationship modeling for efficient data organization.

Provides numerical methods and strategies for solving root-finding problems in mathematical and scientific computations.

Provides techniques and patterns to enhance database query performance, focusing on SQL efficiency and execution speed.

Executes AI code generation tasks across multiple backends (Codex, Claude, Gemini) with file references and structured output.

Provides problem-solving strategies for source coding algorithms in information theory, including compression techniques and entropy calculations.

Automates creation of a .meaning/ directory using AI inference for intelligent project metadata structuring.

Provides step-by-step strategies for solving first-order ordinary differential equations, including analytical methods and solution techniques.

Enables isolation of agent contexts to prevent cross-contamination of data and maintain session integrity in multi-agent systems.

Provides tracing and debugging for sub-agent correlation in Maestro agent framework using hook architecture.

Upgrades AI skills to v5 Hybrid format using decision theory and modal logic for enhanced reasoning capabilities.

Provides problem-solving strategies for applying entropy concepts in information theory to data analysis and machine learning tasks.

Enables context-aware semantic search over a .meaning/ index using natural language queries, powered by AI.

Expert assistance for Supabase database management, querying, and migration workflows to ensure efficient data operations.

Provides problem-solving strategies for continuity in real analysis, a fundamental concept in mathematical analysis.

Provides problem-solving strategies for numerical integration techniques in numerical methods, essential for computational mathematics and scientific applications.

Provides problem-solving strategies for second-order ordinary differential equations (ODEs) used in mathematical modeling and scientific computation.

Scrapes top 5 posts from any subreddit and displays them in a tabular format for data access.

Automates chaining of multiple AI tools in research-to-implementation pipelines with graceful degradation for robust execution.

Diagnoses and resolves bimodal score distribution issues in MaxFuse using statistical analysis to improve matching model performance.

Provides problem-solving strategies for interpolation techniques in numerical methods, essential for mathematical approximation and computational tasks.

Creates and configures custom AI sub-agents within Maestro using tailored prompts, integrated tools, and model selection for specialized task execution.