Search Skills

Assists in designing and implementing AWS cloud architectures by selecting appropriate services and applying Well-Architected Framework principles.

Assists in writing and managing cloud infrastructure code using IaC tools for provisioning, module design, and deployment workflows.

Deploys and architects cloud-native applications on Google Cloud Platform using BigQuery, Cloud Run, GKE, and Vertex AI services.

Provides implementation guidance for real-time communication patterns including WebSocket, CRDTs, and WebRTC to build collaborative applications and live interfaces.

Builds real-time event streaming and data pipelines using Kafka, Flink, and stream processing frameworks for microservices and data integration.

Provides tools for Linux server administration covering systemd, networking, performance tuning, and troubleshooting to optimize deployment and maintenance.

Builds custom backends and widgets for OpenBB Workspace, enabling app creation, Streamlit/Gradio conversion, and dashboard development with full lifecycle support.

Implementation guide for vector databases in AI/ML applications, covering RAG, semantic search, and embedding strategies across multiple platforms.

Builds accessible, validated form components with 50+ input types and multi-step workflows, following WCAG 2.1 and UX best practices.

Guides server configuration automation with Ansible, covering playbooks, dynamic inventories, testing, secrets management, and GitOps workflows for infrastructure as code.

Calculates accurate training costs for Tinker LLM fine-tuning by tokenizing datasets with the correct model tokenizer.

Enables LLM fine-tuning via Tinker API, supporting supervised learning, LoRA, and vision-language models with high/low-level access.

Runs OpenAI's Codex CLI agent non-interactively for automating coding tasks in scripts and development workflows.

Critiques ML conference papers with reviewer-style feedback to identify weaknesses and gaps in claims and evidence.

Enables integration of LLMs with symbolic solvers (Z3, Prover9) for natural language to logic translation and logical reasoning tasks.

Guides creation of high-quality datasets for LLM fine-tuning, evaluation, and data collection strategies in post-training (SFT/DPO/RLHF).

Provides a SwiftUI library for creating, animating, and exporting mesh gradients with grid templates and Metal shader support.

Coordinates multiple AI agents with specialized expertise to execute independent tasks or deliver comprehensive analysis from diverse perspectives.

Orchestrates full-stack application creation from natural language, selecting tech stacks and coordinating development agents.

Analyzes CodeRabbit pull request comments and generates structured action plans for code fixes.

Monitors production application health, tracking errors, uptime, and metrics to proactively identify issues before user impact.

AI-assisted security guidance for SaaS applications covering authentication, data protection, API security, and OWASP Top 10 vulnerabilities.

Enables comprehensive feature testing including manual checks, edge cases, and cross-browser validation to prevent bugs before deployment.

Creates clear, buildable specifications for AI tools and projects, enabling efficient feature planning and budget estimation for stakeholders and contractors.