Runtime Selection Guide

SkillProductivity

Execution environment selection guide, helps choose between local CLI, Desktop, web, remote SSH, cloud tasks, and cowork sessions based on task requirements. Decision matrix with concrete examples.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Runtime Selection Guide skill

What this skill tells your AI

The instructions your AI receives, as published by thelobbi/claude in plugins/claude-code-expert/skills-old/runtime-selection/SKILL.md and read by ahel’s review.

Claude Code runs in multiple environments. Choosing the wrong one wastes time. This guide gives you a decision matrix and concrete examples for each runtime.

Quick Decision Matrix

NeedUse
Local files + git + full toolchainCLI (terminal) or Desktop
Long-running background work, no machine requiredCloud Scheduled Task
GUI interaction, visual testing, native appsDesktop + Computer Use
Pair programming with a colleagueCowork (Web)
SSH into a remote serverSSH session
Quick Q&A without a projectWeb (claude.ai/code)
Recurring autonomous engineeringDesktop Task or Cloud Task
CI/CD pipelinesGitHub Actions (headless)

Runtime 1: CLI (Terminal)

Best for: Most day-to-day coding work.

Has access to: Local files, all local MCP servers, git, project toolchain, ~/.claude/ config.

Invocation:

claude                    # Interactive REPL
claude "fix the auth bug" # One-shot
claude --print "explain this" > output.md  # Headless, pipe output

Choose CLI when:

  • You need to read, write, or run local files
  • You need local MCP servers (postgres, filesystem, etc.)
  • You're doing active development and want to steer Claude in real time
  • You need full toolchain access (custom scripts, local Docker, etc.)

Runtime 2: Claude Desktop App

Best for: Background tasks, GUI automation, persistent scheduled tasks, and working without a terminal.

Has access to: Everything CLI has, plus computer use (GUI), Desktop-specific scheduled tasks, and a more polished UI.

Invocation: Open the Desktop app. Start a conversation or create a scheduled task.

Choose Desktop when:

  • You want to schedule recurring tasks (runs even when you close the conversation)
  • You need computer use / GUI automation (click, type, screenshot)
  • You prefer a visual interface over terminal
  • You want persistent conversations that survive restarts

Desktop vs CLI:

CLIDesktop
Scheduled tasksSession-scoped /loop onlyPersistent, survive restarts
Computer useNoYes
Local MCPYesYes
Background while you workNoYes

Runtime 3: Web (claude.ai/code)

Best for: Tasks that don't need local files, collaborative review, or starting a session on any machine.

Has access to: MCP connectors you configure, GitHub (via connector), no local filesystem.

Invocation: Visit claude.ai/code in a browser.

Choose Web when:

  • You're away from your dev machine
  • The task only needs GitHub, Jira, or other cloud connectors
  • You want to share a session with a colleague (Cowork)
  • You're doing documentation, planning, or architectural review without code changes

Limitation: Cannot access local files, local MCP servers, or local toolchain.


Runtime 4: Cowork (Collaborative Web Session)

Best for: Real-time collaboration — pair programming, architecture review, team debugging.

Has access to: Same as Web. Both participants see Claude's actions in real time.

Invocation: Start a Web session, invite a colleague via shared URL.

Choose Cowork when:

  • You're pair programming and both need to steer Claude
  • You're doing a joint architecture review
  • You want a colleague to see Claude's reasoning in real time
  • Remote team needs to review Claude's PR suggestions together

Runtime 5: SSH Session

Best for: Working on a remote server (cloud VM, staging environment, production read-only access).

Has access to: Files and toolchain on the remote machine. Claude Code CLI installed remotely.

Invocation:

ssh user@remote-server
claude  # runs on the remote machine

Or with VS Code Remote:

Open Remote-SSH connection in VS Code
Claude Code extension runs on the remote machine

Choose SSH when:

  • You need to work directly on a remote server's files
  • The toolchain only exists on the remote machine (custom build environment)
  • You need to inspect production logs or configs without transferring them locally
  • You're debugging a staging/production-specific issue

Runtime 6: Cloud Scheduled Tasks

Best for: Autonomous recurring work that must run without your machine or session.

Has access to: Fresh repo clone via GitHub connector. No local files. Configured connectors only.

Choose Cloud Scheduled Tasks when:

  • The task needs to run overnight, on weekends, or while you're away
  • The work is read-only or only writes via GitHub API (PRs, comments, issues)
  • You need true "set and forget" automation
  • Minimum 1-hour interval is acceptable

Comparison to Desktop tasks:

Desktop TaskCloud Task
Requires machine onYesNo
Local filesYesNo (fresh clone only)
Local MCP serversYesNo
Minimum interval1 minute1 hour
Persists across restartsYesYes (cloud-managed)

Runtime 7: GitHub Actions (Headless CI)

Best for: PR-triggered automation, commit hooks, deployment workflows.

Has access to: Actions runner environment (fresh clone, secrets, GitHub API).

Choose GitHub Actions when:

  • You want Claude to run on every PR (automated review, test generation)
  • You need Claude integrated into your existing CI/CD pipeline
  • You want cost control with per-run billing vs. always-on tasks
  • The trigger is a GitHub event (push, PR open, schedule)

Quick setup:

- name: Claude PR Review
  uses: anthropics/claude-code-action@beta
  with:
    prompt: "Review this PR for security and correctness issues"
    allowed_tools: "Bash,Read,Grep"

Decision Flowchart

Do you need local files or toolchain?
├── Yes → Local required
│   ├── Need GUI / computer use? → Desktop
│   ├── Need recurring background task? → Desktop Scheduled Task
│   └── Just coding? → CLI
└── No → Cloud ok
    ├── Need collaboration? → Web + Cowork
    ├── Need recurring autonomous work? → Cloud Scheduled Task
    ├── Triggered by git events? → GitHub Actions
    ├── On a remote server? → SSH
    └── Quick Q&A? → Web

Use /cc-schedule for Automation Decisions

For tasks involving scheduling, /cc-schedule generates optimized prompts for Desktop, Cloud, or /loop based on the task type. It handles the choice automatically for 6 common maintenance workflows.

Signals

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Sep 2026
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Source
github.com/thelobbi/claude