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Z5Jonathan-maker
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route

Route unattended AI tasks between local iMac agents and Claude Code Routines.

Updated Aug 27, 2026
Search Tags:#browser automation#agent orchestration#task routing#local execution#GitHub automation#secrets handling#Claude Code Routines
One-click install
npx skills add https://github.com/Z5Jonathan-maker/ai-coding-os --skill route-z5jonathan-maker
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: route
Source: https://github.com/Z5Jonathan-maker/ai-coding-os/tree/main/claude/skills/route
Command: npx skills add https://github.com/Z5Jonathan-maker/ai-coding-os --skill route-z5jonathan-maker

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill prevents the system from blindly defaulting every unattended task to the iMac stack by deciding when work should run locally versus in Claude Code Routines (cloud).

Core Features & Use Cases

  • Routing decision for unattended execution: Classifies tasks as Local (cc-loop/mercury/cc-swarm) or Cloud (Claude Code Routines) using an ordered checklist of local-resource dependencies versus GitHub-event workloads.
  • Guided dispatch into the correct runner: Recommends the operational handoff pattern, using cloud scheduling via /schedule for GitHub-shaped or cron-shaped jobs and local prompt handoff for iMac-based agents.
  • Edge-case safety by design: Defaults to LOCAL when uncertain, and explicitly handles borderline cases like browser needs or mixed local/cloud tasks.
  • Use Case: You ask to “route this daily PR triage and also grab a screenshot when needed”; the Skill will choose cloud for pure GitHub triage and local when browser or local artifacts are required.

Quick Start

Ask for routing by saying: “/route this <task>”.

Frequently Asked Questions about route

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I route unattended AI tasks between local agents and cloud execution?▼

To route unattended AI tasks, the system applies an ordered checklist comparing local resource dependencies against GitHub-event workloads to classify each task as either local or cloud, then dispatches it to the appropriate runner.

When should I use local execution versus Claude Code Routines for automation?▼

Use local execution for tasks requiring browser automation, local files, or secrets, and use Claude Code Routines for pure GitHub-event or cron-shaped jobs that do not need local system resources.

What happens if the routing system is uncertain whether a task should run locally or in the cloud?▼

If the routing system is uncertain whether a task should run locally or in the cloud, it defaults to local execution to ensure edge-case safety and prevent unintended cloud dispatch of sensitive operations.

How do I schedule a cron-like job or GitHub event task in the cloud?▼

To schedule a cron-like job or GitHub event task in the cloud, the routing system requires the task to be dispatched using the /schedule command for Claude Code Routines.

Can I route a single request that requires both GitHub triage and browser screenshots?▼

Yes, you can route mixed requests; the system evaluates task characteristics and will choose cloud for pure GitHub triage while directing the browser-dependent screenshot portion to local execution.

What local runners are available for tasks that do not go to Claude Code Routines?▼

For tasks that do not go to Claude Code Routines, the routing system hands off local execution to cc-loop, mercury, or cc-swarm depending on the specific iMac agent requirements.

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