Runtime Selection Guide
SkillProductivityExecution 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.
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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
| Need | Use |
|---|---|
| Local files + git + full toolchain | CLI (terminal) or Desktop |
| Long-running background work, no machine required | Cloud Scheduled Task |
| GUI interaction, visual testing, native apps | Desktop + Computer Use |
| Pair programming with a colleague | Cowork (Web) |
| SSH into a remote server | SSH session |
| Quick Q&A without a project | Web (claude.ai/code) |
| Recurring autonomous engineering | Desktop Task or Cloud Task |
| CI/CD pipelines | GitHub 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:
| CLI | Desktop | |
|---|---|---|
| Scheduled tasks | Session-scoped /loop only | Persistent, survive restarts |
| Computer use | No | Yes |
| Local MCP | Yes | Yes |
| Background while you work | No | Yes |
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 Task | Cloud Task | |
|---|---|---|
| Requires machine on | Yes | No |
| Local files | Yes | No (fresh clone only) |
| Local MCP servers | Yes | No |
| Minimum interval | 1 minute | 1 hour |
| Persists across restarts | Yes | Yes (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
- GitHub stars
- 21
- Forks
- 2
- Last commit
- Sep 2026
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runtime-selection- Source
- github.com/thelobbi/claude