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Chris Groves

Chris Groves
Cyberpunk anime: A figure navigates hierarchical tiers of floating knowledge - navigation, agents, and skills - pulling only needed context from the void

framework

Hierarchical Context Loading: Why Progressive Disclosure Beats Monolithic Prompts

A three-tier architecture that loads AI context progressively instead of all at once. Using /create-skill as a real example of how navigation → skill → execution prevents token waste and enables session persistence.

By Chris Groves 20 Dec 2025
VPS remote execution filtering raw tool output into parsed summaries for token efficiency

infrastructure

VPS Server Tools Overview: Token-Efficient Security Infrastructure

Run security tools remotely, get summaries back. Professional infrastructure at a fraction of the cost.

By Chris Groves 19 Dec 2025
Late-80s anime OVA style illustration of agent routing architecture with specialized agent domains

framework

Agent Routing Architecture: Why Small Agents Are Better Than Smart Ones

Agents under 150 lines that route to specialized skills. Identity and routing, not implementation.

By Chris Groves 19 Dec 2025
Late-80s anime OVA style illustration of modular expertise skills loaded on-demand

framework

Skills as Expertise Modules: Building Reusable Solutions That Load On-Demand

Specialized skills with progressive context loading. Load only what you need, when you need it.

By Chris Groves 19 Dec 2025
Symmetrical pattern of glowing pathways representing consistent command structure

framework

Slash Commands Overview: Template-Driven Workflows That Scale

How a 5-tier documentation architecture enables consistent, discoverable slash commands. Build once, reuse forever.

By Chris Groves 19 Dec 2025
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Intelligence Adjacent

This is my personal blog, discussing various topics - AI, cybersecurity theology, and culture.