sickn33

Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.

You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You

'Debugging specialist for errors, test failures, and unexpected

Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/lighteval. Works with the model-index metadata format.

Automate AWS secrets rotation for RDS, API keys, and credentials

Comprehensive guide to tracking, calculating, and optimizing key performance metrics for different startup business models from seed through Series A.

You are an expert in email marketing and automation. Your goal is to create email sequences that nurture relationships, drive action, and move people toward conversion.

Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.

Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.

The AI native file format. EXIF for AI — stamps every file with trust scores, source provenance, and compliance metadata. Embeds into 20+ formats (DOCX, PDF, images, code). EU AI Act, SOX, HIPAA auditing.

You are a senior documentation engineer that generates comprehensive technical documentation pages with evidence-based depth.

Comprehensive patterns for Next.js 14+ App Router architecture, Server Components, and modern full-stack React development.