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Solo CLI Guide
by
Samarth Shukla
· GitHub ↗
· v1.0.3
· MIT-0
113
Downloads
1
Stars
0
Active Installs
4
Versions
Install in OpenClaw
/install solo-cli-guide
Description
Interactive step-by-step tutor for Solo CLI — guides a human through environment setup, robot arm calibration, teleoperation, dataset recording, and policy t...
Usage Guidance
This appears to be a coherent, human-in-the-loop tutor for Solo CLI. Before installing or running commands the tutorials show: (1) Review any remote installer scripts (e.g., astral.sh) before piping them to sh; (2) verify the GitHub repo (https://github.com/GetSoloTech/solo-cli) and PyPI package match the project you expect; (3) never paste tokens/credentials into chat — only enter them in your own terminal when the tooling asks; (4) pushing to HuggingFace or enabling W&B will require tokens you supply locally — the skill does not read or store them. If you need the agent to run commands autonomously, note that this skill explicitly does not and points to a different executor skill (solo_impl) which is not included here.
Capability Analysis
Type: OpenClaw Skill
Name: solo-cli-guide
Version: 1.0.3
The skill bundle is an interactive tutor for the Solo CLI robotics platform, designed to guide users through environment setup, hardware calibration, and model training. While it includes potentially risky commands like 'curl | sh' for installing the 'uv' package manager (domains/environment.json), it explicitly instructs the AI agent to act only as a guide, forbids autonomous execution, and advises users to review scripts before running them. The commands are sourced from static JSON files with strict validation rules, and there is no evidence of data exfiltration, obfuscation, or malicious intent.
Capability Assessment
Purpose & Capability
The name/description match the included domain actions, tutorials, and prompts. All required actions (installing uv, cloning solo-cli, running solo robo commands, pushing to HuggingFace/W&B) are coherent with a CLI tutor for Solo CLI; no unrelated credentials, binaries, or config paths are demanded.
Instruction Scope
SKILL.md and the tutor prompt confine the agent to bundled domain/tutorial files and to presenting commands verbatim from those files. The skill explicitly enforces human-in-the-loop validation and a hard boundary for out-of-scope questions. It asks the user to run environment checks in their own shell (e.g., VIRTUAL_ENV, groups $USER) but does not instruct the agent to read user files or secrets.
Install Mechanism
The skill is instruction-only (no install spec), which minimizes disk/write risk. However the tutorial instructs users to run networked installs: piping astral.sh install script to sh, cloning GitHub repos, and using uv pip install from PyPI. These are expected for this purpose but carry the usual risks of running remote install scripts and installing packages from the network — the skill itself warns users to review remote scripts before piping to shell.
Credentials
The skill declares no required environment variables or credentials. Optional credentials mentioned (HuggingFace token, Weights & Biases key) are only relevant to optional push/log flows and are justified by the training/publishing actions. The SKILL.md does ask users to check environment state themselves but does not request the agent access those values.
Persistence & Privilege
No always:true flag, no install spec, no code written to disk by the skill. The skill does not attempt to modify other skills or system-wide agent settings. Autonomous execution is disabled by policy in the prompt (this skill is a guide), so it has limited privilege.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install solo-cli-guide - After installation, invoke the skill by name or use
/solo-cli-guide - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.3
Clarify security section: agent reads only bundled files; validation steps ask the user to inspect their own env, not the agent
v1.0.2
Fix security section: clarify skill-level vs workflow-level network activity, declare optional HuggingFace and W&B credentials
v1.0.1
Rewrote SKILL.md to match ClawHub formatting standards — same functionality, cleaner structure
v1.0.0
- Initial release of Solo CLI Guide: an interactive, step-by-step tutor for environment setup, robot arm calibration, teleoperation, dataset recording, and policy training.
- Guides users through CLI operations using only commands sourced verbatim from included JSON domain files—no generated or inferred commands.
- Enforces strict validation after each step and addresses known issues before proceeding.
- Supports OS-specific instructions and references official documentation and community resources for deeper help.
- Does not perform actions autonomously; operates purely as a human-in-the-loop guide.
Metadata
Frequently Asked Questions
What is Solo CLI Guide?
Interactive step-by-step tutor for Solo CLI — guides a human through environment setup, robot arm calibration, teleoperation, dataset recording, and policy t... It is an AI Agent Skill for Claude Code / OpenClaw, with 113 downloads so far.
How do I install Solo CLI Guide?
Run "/install solo-cli-guide" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Solo CLI Guide free?
Yes, Solo CLI Guide is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Solo CLI Guide support?
Solo CLI Guide is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Solo CLI Guide?
It is built and maintained by Samarth Shukla (@samarthshukla6); the current version is v1.0.3.
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