Use this skill when the user wants to launch a new AltClaw, OpenClaw, PicoClaw, or Ottie deployment through Cloud Claw. Covers the same user-facing fields and constraints exposed in the Cloud Claw UI, using the local altllm cloud-claw-* commands.
SkillScore95Maintained
Automatic
◆AI Engineer pack
Last verified 8/12/2026
What it changes
Passed 21 of 22 test cases with the skill, and 8 of 22 without it.
Without skill36%
With skill95%
Checks it passed that the model alone missed
The response states that PicoClaw is Telegram-only.
The response points to references/cli-reference.md.
The generated command uses altllm cloud-claw-deploy.
and 14 more in the full report
13 fixed8 passed either way1 still failing0 broke
Pass-rate lift
+59 pp
Tokens
-40%
Agent turns
0%
Response time
-71%
Model gemini-3.6-flashMeasured 8/12/2026v121 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 13
Prompt
Can you set up a new OpenClaw deployment named 'dashboard-bot-v1' using the premium mega model variant? Show me the exact terminal command line syntax to run for launching this agent.
What was checked, without and with the skill
Checked
Without skill
With skill
The response specifies altllm/altllm-mega as the model choice.
Missed
Passed
The output uses the command altllm cloud-claw-deploy.
Missed
Passed
case-02 · 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.md41 lines2 files
Launch Cloud Claw Agent
Use this skill for the new deployment workflow exposed in the Cloud Claw UI, via the local CLI commands in this repository.
The implementation source of truth is the sibling repository:
../cloud-claw
Shared Setup
Before using this skill, read:
../_shared/cloud-claw-preflight.md
../_shared/cloud-claw-api-surface.md
Supported Agent Types
Agent Type
Internal Value
User-facing Notes
OpenClaw
openclaw
paid-tier path, Telegram + web dashboard
PicoClaw
picoclaw
Telegram-only
Ottie
aintern
Telegram-only, self-evolving fork path
Launch Rules
Use altllm cloud-claw-deploy.
Deployment name must match ^[a-z0-9-]+$ and max length 63.
agentType must be one of:
openclaw
picoclaw
aintern
picoclaw and aintern require TELEGRAM_BOT_TOKEN.
openclaw uses OPENCLAW_MODEL.
UI-supported OpenClaw model choices are:
altllm/altllm-standard
altllm/altllm-mega
The backend may inject an AltLLM API key automatically for the signed-in user.
Launch success depends on quota, free-slot availability, active credits, and payment state.