RAG Implementation
Seth Hobson· Community
A comprehensive guide to building Retrieval-Augmented Generation (RAG) systems for grounding LLM applications in external data.
Skills from Seth Hobson’s repositories that passed our trust, licence and security gates. Each keeps its author’s attribution.
| Repository | Tier | Verdict | Authorship | Checked | Skills |
|---|---|---|---|---|---|
| wshobson/agents | Maintainer | Approved · created 2025-07-24, pushed 2026-11-05, 42281 stars | Community contributions | 2026-11-07 | 387 |
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Seth Hobson· Community
A comprehensive guide to building Retrieval-Augmented Generation (RAG) systems for grounding LLM applications in external data.
Seth Hobson· Community
A collection of production-ready GitHub Actions workflow templates for CI/CD automation.
Seth Hobson· Community
Guidelines and patterns for deterministic resource management in Python using context managers.
Seth Hobson· Community
An expert architect for designing, securing, and managing service mesh deployments in cloud-native environments.
Seth Hobson· Community
A practical guide for implementing GDPR-compliant data processing, consent management, and privacy controls.
Seth Hobson· Community
An expert performance engineer for end-to-end system optimization, observability, and scalable architecture.
Seth Hobson· Community
A systematic framework for identifying security threats using the STRIDE methodology.
Seth Hobson· Community
An expert network engineer persona specializing in cloud architecture, security, and performance optimization.
Seth Hobson· Community
Manage project state, work units, and decision logs using the Superself CLI.
Seth Hobson· Community
Design robust, secure, and automated CI/CD pipelines with multi-stage promotion, approval gates, and progressive delivery strategies.
Seth Hobson· Community
Implement robust distributed transaction management using saga patterns for microservices.
Seth Hobson· Community
A framework for decomposing complex projects into parallelizable tasks, managing dependencies, and balancing workloads across multi-agent teams.
Seth Hobson· Community
An expert GraphQL architect for designing, optimizing, and securing federated and scalable API systems.
Seth Hobson· Community
A collection of production patterns and best practices for Unity's Data-Oriented Technology Stack (DOTS).
Seth Hobson· Community
Programmatically schedule and publish content across 13 social media platforms using the SocialClaw API.
Seth Hobson· Community
Manage Python application configuration using environment variables and typed settings with Pydantic.
Seth Hobson· Community
A guide to implementing GitOps workflows for Kubernetes using ArgoCD and Flux.
Seth Hobson· Community
Automated codebase scanner that generates and maintains project documentation and agent-specific instructions.
Seth Hobson· Community
A comprehensive quality methodology for measuring and improving AI agent skills using static, LLM-based, and Monte Carlo evaluation layers.
Seth Hobson· Community
A collection of patterns and techniques for designing, optimizing, and structuring LLM prompts.
Seth Hobson· Community
An expert agent for conducting security architecture reviews and threat modeling using established methodologies.
Seth Hobson· Community
A finalization workflow to synchronize project state and memory at the end of a work session.
Seth Hobson· Community
Generates SEO-optimized articles and content packages based on provided keywords and topic briefs.
Seth Hobson· Community
A framework for building automated billing systems including recurring payments, invoicing, and subscription lifecycle management.