Seth HobsonCommunity

@wshobson on GitHub

Skills from Seth Hobson’s repositories that passed our trust, licence and security gates. Each keeps its author’s attribution.

Sources and trust

RepositoryTierVerdictAuthorshipCheckedSkills
wshobson/agentsMaintainerApproved · created 2025-07-24, pushed 2026-11-05, 42281 starsCommunity contributions2026-11-07387

Files are mirrored only where the licence allows redistribution; otherwise we link to the source.

387 published skills

  • SQL Optimization Patterns

    Seth Hobson· Community

    A comprehensive guide to optimizing SQL database performance through indexing, query plan analysis, and efficient coding patterns.

    Software developmentClaude CodeClaude appsOpenAI Codex+14 more
    MITGitHub stars of the source repository42.3k
  • Context Driven Development

    Seth Hobson· Community

    A framework for managing project context as structured, version-controlled documentation to align AI-assisted development.

    Software developmentClaude CodeClaude appsOpenAI Codex+14 more
    MITGitHub stars of the source repository42.3k
  • Code Refactoring Legacy Modernizer

    Seth Hobson· Community

    A systematic approach to refactoring legacy codebases and migrating outdated frameworks using incremental modernization patterns.

    Software developmentClaude Code
    MITGitHub stars of the source repository42.3k
  • A specialized security auditor for identifying vulnerabilities in backend code and architecture during feature development.

    SecurityClaude Code
    MITGitHub stars of the source repository42.3k
  • Error Diagnostics Error Detective

    Seth Hobson· Community

    An expert diagnostic tool for analyzing logs, identifying error patterns, and pinpointing root causes across distributed systems.

    Software developmentClaude Code
    MITGitHub stars of the source repository42.3k
  • Memory Forensics

    Seth Hobson· Community

    Master memory forensics and incident response using the Volatility framework and industry-standard acquisition tools.

    SecurityClaude CodeClaude appsOpenAI Codex+14 more
    MITLow riskGitHub stars of the source repository42.3k
  • Git Advanced Workflows

    Seth Hobson· Community

    Master advanced Git techniques for history management, bug isolation, and recovery.

    Software developmentClaude CodeClaude appsOpenAI Codex+14 more
    MITGitHub stars of the source repository42.3k
  • An expert Kubernetes architect specializing in cloud-native infrastructure, GitOps workflows, and container orchestration.

    Cloud and DevOpsClaude Code
    MITGitHub stars of the source repository42.3k
  • Team Composition Patterns

    Seth Hobson· Community

    Best practices for designing, sizing, and configuring multi-agent teams for complex development tasks.

    Agent toolingClaude CodeClaude appsOpenAI Codex+14 more
    MITGitHub stars of the source repository42.3k
  • API Scaffolding Fastapi Pro

    Seth Hobson· Community

    An expert FastAPI developer focused on high-performance, async-first API architecture and production-ready microservices.

    Software developmentClaude Code
    MITGitHub stars of the source repository42.3k
  • Preference Optimization

    Seth Hobson· Community

    Align fine-tuned models with human preference data using DPO, ORPO, KTO, or SimPO methods.

    Data and AIClaude CodeClaude appsOpenAI Codex+14 more
    MITGitHub stars of the source repository42.3k
  • Responsive Design

    Seth Hobson· Community

    Master modern responsive design techniques using container queries, fluid typography, and content-driven breakpoints.

    Software developmentClaude CodeClaude appsOpenAI Codex+14 more
    MITGitHub stars of the source repository42.3k
  • Web Component Design

    Seth Hobson· Community

    Master modern UI component architecture, composition patterns, and styling strategies for React, Vue, and Svelte.

    Software developmentClaude CodeClaude appsOpenAI Codex+14 more
    MITGitHub stars of the source repository42.3k
  • SEO Snippet Hunter

    Seth Hobson· Community

    Optimizes content structure to increase the likelihood of achieving featured snippets and SERP features.

    Business and productivityClaude Code
    MITGitHub stars of the source repository42.3k
  • Python Pro

    Seth Hobson· Community

    An expert Python developer persona focused on modern 3.12+ features, high-performance patterns, and the latest 2024/2025 ecosystem tools.

    Software developmentClaude Code
    MITGitHub stars of the source repository42.3k
  • An expert backend architect for designing scalable, resilient, and maintainable microservices and API-driven systems.

    Software developmentClaude Code
    MITGitHub stars of the source repository42.3k
  • LLM Finetuning Eval Engineer

    Seth Hobson· Community

    An independent gatekeeper for LLM fine-tuning that manages evaluation harnesses, baselines, and checkpoint promotion decisions.

    Software developmentClaude Code
    MITGitHub stars of the source repository42.3k
  • PPTX Quality Gates

    Seth Hobson· Community

    A structured audit and repair framework for validating PPTX files for geometry, accessibility, and OOXML integrity.

    Documents and contentClaude CodeClaude appsOpenAI Codex+14 more
    MITGitHub stars of the source repository42.3k
  • Code Review Excellence

    Seth Hobson· Community

    A comprehensive framework for conducting effective, constructive, and collaborative code reviews that improve software quality and team culture.

    Software developmentClaude CodeClaude appsOpenAI Codex+14 more
    MITGitHub stars of the source repository42.3k
  • Mtls Configuration

    Seth Hobson· Community

    A comprehensive guide and template library for implementing mutual TLS (mTLS) to secure service-to-service communication in zero-trust environments.

    SecurityClaude CodeClaude appsOpenAI Codex+14 more
    MITGitHub stars of the source repository42.3k
  • API Scaffolding Backend Architect

    Seth Hobson· Community

    An expert backend architect for designing scalable, resilient, and maintainable API-driven systems and microservices.

    Software developmentClaude Code
    MITGitHub stars of the source repository42.3k
  • Startup Analyst

    Seth Hobson· Community

    An expert startup business analyst providing data-driven strategic guidance for early-stage founders.

    Business and productivityClaude Code
    MITGitHub stars of the source repository42.3k
  • An expert security auditor providing comprehensive DevSecOps, compliance, and cybersecurity guidance.

    SecurityClaude Code
    MITGitHub stars of the source repository42.3k
  • Data Scientist

    Seth Hobson· Community

    An expert data scientist persona for advanced analytics, machine learning, and statistical modeling.

    Data and AIClaude Code
    MITGitHub stars of the source repository42.3k