When should I use subagents instead of a single agent?

Use subagents when you need parallel execution, memory optimization for large contexts, or specific isolation boundaries for security and separation of concerns.

How does this skill handle agent state?

It utilizes Cloudflare Durable Objects to persist state between events, providing a consistent, coordinated, and scalable memory for individual agent instances.

What is prompt-native architecture?

It is a design philosophy where features are defined in natural language prompts rather than hard-coded functions, allowing agents to use low-level primitives to figure out how to achieve outcomes autonomously.

How do agents verify their own changes using this architecture?

It follows a verification hierarchy: prioritizing deterministic rules-based checks (like TypeScript types and linting) first, visual verification second, and LLM-as-judge only as a last resort.

Agent-Native Edge Architecture

Name: Agent-Native Edge Architecture
Author: hirefrank

byhirefrank

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Cloud Infrastructure

Builds autonomous AI agents on Cloudflare's edge using prompt-driven logic and native primitives.

This skill implements a prompt-native philosophy for engineering AI agents within the Cloudflare ecosystem. It enables developers to build self-modifying, stateful systems where features are defined through natural language prompts rather than static code. By leveraging Cloudflare's edge primitives—such as Durable Objects for state, Workers for execution, and Queues for messaging—this skill allows agents to autonomously manage their own workflows, optimize context through tiered memory strategies, and collaborate via service bindings, following a 'trust the agent's intelligence' approach.

Key Features

01Prompt-native feature definition for outcome-based agent logic

02Tiered context compaction (Hot/Warm/Cold memory patterns)

03Multi-agent orchestration via Service Bindings and Queues

04Agentic search optimization for higher accuracy than semantic similarity

05Stateful agent management using Cloudflare Durable Objects

062 GitHub stars

Use Cases

01Building autonomous, self-improving agents that reside on the edge

02Implementing long-running, stateful AI workflows with persistent memory

03Designing complex multi-agent systems with low-latency inter-agent communication

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hirefrank/hirefrank-marketplace agent-native-architecture

For use in Claude.ai and ChatGPT

Download Skill