Skills for GitHub Copilot

.NET Backend Patterns

wshobson

Streamline your C#/.NET backend development with best practices.

Prompt Engineering Patterns

wshobson

Enhance LLM prompts for better performance and reliability.

Evaluation Methodology

wshobson

Understand and improve plugin quality metrics effectively.

JavaScript Testing Patterns

wshobson

Implement robust testing strategies in JavaScript and TypeScript.

Memory Forensics

wshobson

Analyze memory dumps for incident response and malware detection.

Database Migration

wshobson

Seamlessly manage database migrations with zero downtime.

Team Composition Patterns

wshobson

Optimize agent team setups for various tasks.

Checkpoint Promotion

wshobson

Ensure your AI model meets quality standards before deployment.

TypeScript Advanced Types

wshobson

Master TypeScript's advanced type system for type-safe applications.

S

Spark Training Gotchas

wshobson

Diagnose and preempt common ML training issues on DGX Spark.

A

Architecture Patterns

wshobson

Implement proven backend architecture patterns easily.

Dataset Curation

wshobson

Prepare and validate datasets for AI training.

Quantized Export

wshobson

Efficiently export fine-tuned models for deployment.

W

Web3 Smart Contract Testing

wshobson

Comprehensive testing for Solidity smart contracts.

Preference Optimization

wshobson

Align models with user preferences efficiently.

E

Eval Harness First

wshobson

Essential setup for fine-tuning AI models.

Vision-Language SFT

wshobson

Fine-tune vision-language models with precision.

Fine-Tuning Method Selection

wshobson

Streamline your fine-tuning decisions effectively.

GRPO & RLVR Training

wshobson

Enhance model reasoning with verifiable rewards.

NFT Standards

wshobson

Implement ERC-721 and ERC-1155 NFT standards with ease.

L

LoRA & QLoRA Recipes

wshobson

Fine-tune your models with best-practice configurations.

Async Python Patterns

wshobson

Master async programming in Python for high-performance apps.

Team Composition Analysis

wshobson

Optimize team structures and hiring plans for startups.

Team Communication Protocols

wshobson

Enhance agent collaboration with structured messaging.