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CML Node Operations · automateyournetwork | DecimalAI

devopsby automateyournetwork

CML Node Operations

automateyournetwork/cml-node-operations

Source automateyournetwork/netclaw ↗License Apache-2.0

CML node operations — start, stop, console access, CLI execution, config management, node details.

SkillScore84Maintained

Automatic

DevOps & SRE pack

Last verified 8/16/2026

What it changes

Passed 18 of 22 test cases with the skill, and 10 of 22 without it.

Without skill44%

With skill84%

Checks it passed that the model alone missed

Specifies recording changes and commands in GAIT for audit trail tracking.
Recommends checking initial state with get_node before applying configuration.
Recommends using get_nodes to list all nodes and their current states in a lab.

and 7 more in the full report

10 fixed11 passed either way4 still failing0 broke

Pass-rate lift: +40 pp
Tokens: +78%
Agent turns: 0%
Response time: -55%

Model gemini-3.6-flashMeasured 8/16/2026v121 of 25 cases passed with skill · 22 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/automateyournetwork-cml-node-operations/SKILL.md https://app.decimal.ai/s/automateyournetwork-cml-node-operations/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add automateyournetwork-cml-node-operations, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/automateyournetwork-cml-node-operations/ and pins it in .decimal/skills.lock

decimalai skills add automateyournetwork-cml-node-operations

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/automateyournetwork-cml-node-operations/SKILL.md https://app.decimal.ai/s/automateyournetwork-cml-node-operations/SKILL.md

Raw file: /s/automateyournetwork-cml-node-operations/SKILL.md ↗ · machine-readable summary at /s/automateyournetwork-cml-node-operations.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 10

Prompt

I need to run both 'show ip interface brief' and 'show ip ospf neighbor' on node 'R1'. Can I send both commands in a single string array or should they be executed in separate tool calls?

What was checked, without and with the skill
Checked	Without skill	With skill
Recommends executing multiple CLI commands sequentially with one command per execute_command call.	Missed	Passed

case-21 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md243 linessingle file

CML Node Operations

MCP Server

Command: cml-mcp (pip-installed, stdio transport)
Requires: CML_URL, CML_USERNAME, CML_PASSWORD environment variables
Optional: cml-mcp[pyats] for CLI execution via pyATS

Available Tools

Node Lifecycle

Tool	Parameters	What It Does
`start_node`	`lab_id`/`lab_title`, `node_id`/`node_label`	Start (boot) a single node
`stop_node`	`lab_id`/`lab_title`, `node_id`/`node_label`	Stop (shutdown) a single node
`get_node`	`lab_id`/`lab_title`, `node_id`/`node_label`	Get node details: state, CPU, RAM, interfaces, config
`get_nodes`	`lab_id`/`lab_title`	List all nodes with their current states
`wipe_node`	`lab_id`/`lab_title`, `node_id`/`node_label`	Wipe a node's configuration (reset to default)

Configuration Management

Tool	Parameters	What It Does
`set_node_config`	`lab_id`/`lab_title`, `node_id`/`node_label`, `config`	Set a node's startup configuration
`get_node_config`	`lab_id`/`lab_title`, `node_id`/`node_label`	Get a node's current configuration
`download_lab_configs`	`lab_id`/`lab_title`	Download all node configs from a running lab

Console & CLI Access

Tool	Parameters	What It Does
`get_node_console`	`lab_id`/`lab_title`, `node_id`/`node_label`	Get console connection details (URL, protocol)
`get_node_console_log`	`lab_id`/`lab_title`, `node_id`/`node_label`, `lines?`	Retrieve console log output from a running node
`execute_command`	`lab_id`/`lab_title`, `node_id`/`node_label`, `command`	Execute a CLI command on a running node (requires pyATS)

Node States

State	Meaning

Track record

Benchmark

18 / 22

test cases passed, vs 10 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

automateyournetwork / netclaw

workspace/skills/cml-node-operations/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

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Published skills whose descriptions closely match this one, with their headline benchmark lift.

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

CML Node Operations

MCP Server

Available Tools

Node Lifecycle

Configuration Management

Console & CLI Access

Node States

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills