Search Skills

Analyzes interconnected systems with feedback loops and emergent behavior to identify leverage points for effective intervention and understand unintended consequences.

Expert in building and distributing desktop applications for Windows, macOS, and Linux with platform-specific configurations and code signing.

Secure browser automation for testing, scraping, and web tasks with credential handling and audit logging.

Optimizes large language models for deployment via quantization, reducing memory footprint while maintaining performance in resource-constrained environments.

Framework for building secure, high-performance cross-platform desktop applications using Rust backend and web frontend technologies.

Helps product teams define North Star metrics, decompose them into actionable sub-metrics, and align business strategy with measurable outcomes through causal analysis.

Applies Bayesian inference to update beliefs with evidence, calibrate confidence, and assess risks in uncertain data for improved forecasting and decision-making.

Assists in writing and reviewing NIH, NSF, and foundation grant proposals, ensuring compliance, fundability, and reviewer-friendly structure.

Provides structured rubrics and scoring criteria for consistent, objective evaluation of educational work, reducing bias and ensuring clear assessment standards.

Enables perspective-taking across roles (e.g., engineering, product, legal) to resolve conflicting priorities and build stakeholder consensus on proposals.

Documents architectural decisions with context, rationale, and consequences for team alignment and future reference.

Analyzes business model viability through unit economics, profitability metrics, and scalability assessments to inform pricing and strategic decisions.

Enables secure D-Bus inter-process communication for Linux system services, handling method calls, signals, and system integration.

Enables accessible desktop automation for GTK/Qt applications on Linux using AT-SPI2 and D-Bus, with mandatory security controls for system access.

Expert implementation of text-to-speech with Kokoro TTS, covering voice synthesis, audio generation, performance optimization, and secure audio handling for JARVIS.

Expert configuration and troubleshooting for Cilium CNI, enabling secure, high-performance Kubernetes networking with eBPF-based policies and observability.

Expert in graph database schema design, query optimization, and relationship modeling for applications, with specialization in SurrealDB.

Expertise in developing encrypted SQLite databases with SQLCipher, covering key management, rotation, and secure data handling practices.

Provides Rust backend development expertise for Tauri desktop applications, prioritizing memory safety and performance optimization.

Expert assistance in designing, building, and optimizing GraphQL APIs with schema design, resolvers, and federation architecture.

Expertly develops production-grade async REST APIs with FastAPI, including authentication, security, and input validation.

Enables 3D Heads-Up Display (HUD) rendering using Three.js and TresJS for the JARVIS AI Assistant interface.

Enables quick order-of-magnitude business estimates for market sizing, resource planning, and feasibility checks using Fermi estimation techniques.

Guides users in writing new pieces, revising drafts, and applying expert techniques to improve clarity, structure, and impact.