Use this umbrella skill when the request spans multiple Cloud Claw user-facing domains, especially launching a new AltClaw or OpenClaw VM and then managing lifecycle, logs, renewal, or dashboard access through the local altllm cloud-claw-* commands in this repository.
SkillScore100Maintained
Automatic
◆DevOps & SRE pack
Last verified 8/12/2026
What it changes
Passed 22 of 22 test cases with the skill, and 4 of 22 without it.
Without skill18%
With skill100%
Checks it passed that the model alone missed
Points to the ../_shared directory
Uses altllm cloud-claw-manage-vm commands
Points to the sibling cloud-claw repository path
and 15 more in the full report
18 fixed4 passed either way0 still failing0 broke
Pass-rate lift
+82 pp
Tokens
-33%
Agent turns
0%
Response time
-55%
Model gemini-3.6-flashMeasured 8/12/2026v122 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 18 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 18
Prompt
An operator needs to list and stop inactive virtual machines in Cloud Claw without launching any new agents. Which specialized sub-command domain is intended for this single-domain operation?
What was checked, without and with the skill
Checked
Without skill
With skill
Identifies cloud-claw-manage-vm as the appropriate domain
Missed
Passed
case-06 · gemini-3.6-flash · 8/12/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md31 lines2 files
Cloud Claw Skills
Use this umbrella skill when the task spans multiple user-facing Cloud Claw workflows.
These skills are hosted in this repository, and the workflow is exposed through local altllm cloud-claw-* commands. The product implementation itself still lives in the sibling repository:
../cloud-claw
Shared Setup
Before using these skills, read:
../_shared/cloud-claw-preflight.md
../_shared/cloud-claw-api-surface.md
Skill Map
Skill
Purpose
Use When
cloud-claw-launch-agent
Launch a new OpenClaw, PicoClaw, or Ottie deployment
New deployment, agent selection, launch prerequisites, launch payloads