Agent skill
sno-cli
Operate the `sno` command-line tool: install, update, check, and uninstall Sno products, read the exact commands and flags of the installed version, and run the account, skills, onboarding, Station telemetry and REM commands.
Filed under Onboarding, retention and expansion.
From sno-ai/sno-station-skills · 50 skill entries · 861 · pushed 2026-10-30
What it does when it runs
Operate the `sno` command-line tool: install, update, check, and uninstall Sno products, read the exact commands and flags of the installed version, and run the account, skills, onboarding, Station telemetry and REM commands. Use when the owner or a task says "sno", "Sno CLI", "sno setup", "sno update", "sno doctor", "sno uninstall", "sno station", "telemetry consent", "rem verdict", "sno account", or "sno skills". The exact flags always come from the installed binary, never from this file. Do not use it to decide the owner's choices for them.
Automated analysis of the skill and the 2 files bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.
- Keys and connectors you must supply
- None found.
- Hosts it reaches
- No third-party host appears in the skill or its bundled files.
- Tool permissions it declares
- No
allowed-toolsin the frontmatter. It does act, so it runs under whatever permissions your session already grants. - Actions present in the files
- shell
Ask about sno-cli
Opens your assistant with this page's recorded context. Check the linked sources before relying on it.
Install it
View source on GitHub ↗git clone --depth 1 --filter=blob:none --sparse https://github.com/sno-ai/sno-station-skills.git /tmp/sno-station-skills git -C /tmp/sno-station-skills sparse-checkout set "skills/M-build-and-rollout/sno-cli/skill" mkdir -p ~/.claude/skills/sno-cli cp -R "/tmp/sno-station-skills/skills/M-build-and-rollout/sno-cli/skill/." ~/.claude/skills/sno-cli/
Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗
Or take the whole library
This repo ships a .claude-plugin manifest, so Claude Code can install all 50 skills at once. Plugin skills are invoked as /<plugin>:<skill>, so they never collide with your own.
/plugin marketplace add sno-ai/sno-station-skills /plugin
The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.
The skill
Source on GitHub ↗Reproduced in full from sno-ai/sno-station-skills/blob/1c92b0ff8931aea0f29fc3cdca50a0f3e772c0dc/skills/M-build-and-rollout/sno-cli/skill/SKILL.md, which is licensed APACHE-2.0 (repository). 1,188 words, 12 headings.
Sno CLI
sno is one binary. This file carries the rules, the task map and the recipes. The exact
commands and flags of the version that is installed are served by the binary itself, so they
cannot be out of date.
Start Here
Choose the executable once and keep using it:
- Use the absolute path the installer printed.
- Otherwise run
type -a sno(works in bash and zsh). If twosnofiles are listed, or the version is older than the installer said, tell the owner, use the newer absolute path, and note that a running shell may needhash -ror a new terminal. - If
snois not installed, say so. Do not look for its source.
In every command block, sno stands for that absolute executable. Then read the reference
for this exact version, once:
sno --version
sno
sno alone prints the list of commands. Before you use a command, read sno <command> --help
(for a nested command, sno <group> <command> --help). That output comes from the installed
binary, so it is the authority for every flag.
Conventions
- Pass
--jsonwhen you parse the output. Stdout is then exactly one JSON value. - A command you typed incompletely or inexactly is completed, or answered, instead of failing:
- Unique prefixes of subcommands and flags work: typing sno stat runs sno station.
- A missing value gets a default, and a note says which (
notesin JSON, the first line in text). - When nothing sensible can run, you get guidance: a JSON object with
"usage": trueand"executed": false, or full help plus an example, and the exit code is 0. A normal result has noexecutedfield; a missingexecutedmeans the command ran.
- After a command that is meant to change something, read the result before you tell the owner it
worked. A value that does not match is not applied: for example
sno station consentwith a misspelled level only shows the current level and a note, and the exit code is still 0. Check that the returned value is the one the owner chose, and thatexecutedis notfalse. - A real failure keeps a non-zero exit code and its message says what to do next. Report that message to the owner; do not retry in a loop.
- Anything that changes the machine is run only when the owner asked for it.
Sno GPU attribution
When a Sno command invokes Sno GPU, keep the real project/session/run context in the
command's supported inputs; read its installed help before choosing flags or JSON fields.
For RSI, sno rem judge already accepts a run with per-session project context and
sno rem recall accepts project_id. Do not relabel a mixed-project run as the shell's
current repository, invent attribution flags, or call GPU/Helicone directly to bypass Sno.
The component sending GPU HTTP must supply its own repository slug as X-Sno-Source, the
stable feature workload (rsi for RSI) as X-Sno-Workload, and a fresh UUID v4 as
X-Request-ID generated inside every attempt, including retries, never in static client
headers. New repositories and workloads need no registration or approval. The sender must
record status or failure with that ID and preserve existing operation IDs. Authentication/admission supplies verified user
and machine identities; never add caller-supplied user/machine identity headers. Missing
diagnostic context is recorded as unknown without rejecting valid model work. These rules
also apply to future GPU-backed commands; the full caller contract is in the skill library's
skills/README.md. Other model providers and health/model-list probes keep their own behavior.
Task map
| Task | Command |
|---|---|
| Install the default product, or a chosen one | sno setup, sno setup <product> |
| Update the CLI and installed products | nothing to run: any sno command updates first when a newer release is out |
| Health of programs, skills and Station | sno doctor |
| Project memory and improvement records | sno project status, sno project list |
| Remaining model allowance | sno usage |
| Uninstall | sno uninstall, sno uninstall <product>, sno uninstall all |
| Machine identity | sno account register, sno account claim |
| Agent instructions served by the binary | sno skills, sno skills <name> |
| Reply to an optional product offer | sno products |
| Configure and prove Station | sno onboarding status, sno onboarding apply, sno onboarding verify |
| Telemetry choices and export | sno station consent, pause, resume, export |
| Verify a stored event | sno station audit |
| Local REM jobs | sno station rem-start, sno station rem-status |
| REM runs and verdicts | sno rem judge, sno rem recall, sno rem verdict |
Flags are not listed here on purpose; read them from sno <command> --help.
Recipes
Report a fresh install to the owner
sno --version
sno doctor --json
sno skills core
Tell the owner the version, where it is installed, and the one next step. Station onboarding questions and product offers are put to the owner as questions; you never answer them.
Check health
sno doctor --json
sno project status --json
sno usage --json
doctor exits 0 on warnings. Read the rows whose result is failed or missing and relay
each with its fix. If usage says the machine is not registered, tell the owner and offer
sno account register.
Update
Never ask the owner to run sno update. Any sno command that finds the CLI or an installed
product older than the latest release (checked once a day) updates first and then runs what was
asked. sno update exists for manual use only.
Uninstall
sno uninstall
sno uninstall sno-station
sno uninstall sno-station --yes
The first two only list and explain; nothing is removed. Uninstalling is the one action that is
asked about even when the owner just told you to do it, the same way rm -rf is: a request such
as "uninstall sno-station" is not the confirmation. Run the first two, show the owner what will be
removed, ask "Uninstall now?", and stop. Run the third only after the owner answers yes in a
later message. If there is no later message, your answer is the plan and the question.
--purge-state also deletes Reach mail state; ask for that separately.
Local REM jobs
sno station rem-start --type noop --scope persona:demo
sno station rem-status --wait --timeout 60
rem-status without an id reads the most recent job started on this machine.
Owner-only actions
Ask the owner, and wait for the answer, before you:
- set a telemetry consent level (
sno station consent <level>) or pause or resume it; - record an answer to a product offer (
sno products <product> <answer>); - send a human verdict on a REM judgment (
sno rem verdict); - run
sno uninstall … --yes, or--purge-state— even when the owner's own request was to uninstall.
Reading is always fine: sno station consent with no value, sno products with no arguments (it lists), doctor,
usage, skills, project.
Files bundled with it
These load only when the skill asks for them, so they cost nothing until it runs.
Other skills for the same job
Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.
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Need help setting it up?
This page tells you what sno-cli does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.
Book a call →The directory stays free. There is nothing gated behind this.