3. Data, Science & AI

Checks mission status and progress by querying SQLite for missions, objectives, and alerts, maintaining a lean context.

Automates boundary configuration updates, batch job execution, and output comparison for fluid dynamics simulations in Windows.

Calculates GPA and total credits for Foreign Credential Evaluation (FCE) reports, processing grade data and validating calculations in credential evaluation contexts.

Retrieves past conversation history to provide context for user queries about previous discussions or notes.

Extracts and catalogs historical book illustrations using AI vision, generating detailed metadata and museum-style descriptions for each image.

Arbitrary precision calculator for large integer operations including factorials, prime checks, GCD, LCM, and mathematical functions in scientific contexts.

Converts international academic grades to US equivalents using AI inference, supporting global grading systems and storing rules in Supabase for continuous improvement.

Reference architecture for multi-agent systems, covering agent coordination, pipeline design, and content generation workflows in AI applications.

Generates videos using AI models like Sora, Veo, and Kling for social media content and creative workflows.

Provides tools for building and optimizing LLM applications, including RAG pipelines, vector databases, and model evaluation.

Generates AI-powered images using the FLUX.2 Pro model for social media and content posts.

Proactively detects user overwhelm through behavioral analysis and triggers support interventions.

Rewrites AI Concierge system prompts to prioritize empathetic and compassionate responses in death planning contexts.

Guides integration of AI APIs (OpenAI, ChatGPT, ElevenLabs) for application development, including usage strategies and user response guidance.

Delegates web search and file review tasks to Codex CLI for AI-powered processing.

Reviews Python RAG codebases against architecture documents, generating prioritized production-readiness backlogs with rationale and execution guidance.

Manages emotion detection, LED responses, and mood-based automations for emotional regulation and smart home features using AI models.

Manages currency conversions and exchange rates using Frankfurter API, supporting USD, EUR, and ILS for multi-currency applications.

Transforms vague user prompts into detailed, effective instructions for AI model interactions.

Applies Edward Tufte's principles to design, critique, and improve data visualizations, emphasizing data-ink ratio and graphical integrity.

Fetches and returns webpage content from user-specified URLs or domains for data processing tasks.

Automates extraction of evidence-based answers from ESC Guidelines PDFs to answer clinical cardiovascular questions.

Intelligent web scraper for extracting and processing youth justice data from Australian government, Indigenous, research, and media sources.

Provides token-efficient data encoding for LLM communication using TOON Format v2.0, optimizing data transfer and processing in AI systems.