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Device Health Check · automateyournetwork | DecimalAI

devopsby automateyournetwork

Device Health Check

automateyournetwork/pyats-health-check

Source automateyournetwork/netclaw ↗License Apache-2.0

Comprehensive network device health monitoring - CPU, memory, interfaces, hardware, NTP, logging, environment, and uptime analysis.

SkillScore86Maintained

Automatic

DevOps & SRE pack

Last verified 8/16/2026

What it changes

Passed 16 of 19 test cases with the skill, and 8 of 19 without it.

Without skill41%

With skill86%

Checks it passed that the model alone missed

The disparity is classified as CRITICAL.
The uptime severity is evaluated as CRITICAL.
The CPU hog log message is categorized as HIGH.

and 7 more in the full report

10 fixed9 passed either way3 still failing0 broke

Pass-rate lift: +45 pp
Tokens: +152%
Agent turns: 0%
Response time: -50%

Model gemini-3.6-flashMeasured 8/16/2026v119 of 22 cases passed with skill · 19 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-pyats-health-check/SKILL.md https://app.decimal.ai/s/automateyournetwork-pyats-health-check/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add automateyournetwork-pyats-health-check, 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-pyats-health-check/ and pins it in .decimal/skills.lock

decimalai skills add automateyournetwork-pyats-health-check

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

curl -fsSL --create-dirs -o .claude/skills/automateyournetwork-pyats-health-check/SKILL.md https://app.decimal.ai/s/automateyournetwork-pyats-health-check/SKILL.md

Raw file: /s/automateyournetwork-pyats-health-check/SKILL.md ↗ · machine-readable summary at /s/automateyournetwork-pyats-health-check.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

An interface on device R2 has IP address 10.0.12.1 configured locally, whereas NetBox IPAM records show 10.0.12.2 assigned to that interface. What tag or flag should be assigned?

What was checked, without and with the skill
Checked	Without skill	With skill
The discrepancy is flagged using the term IP_DRIFT.	Missed	Passed

case-20 · 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.md251 linessingle file

Device Health Check

When to Use

Proactive daily/weekly health monitoring
Pre-change and post-change validation
Incident response — first thing you run when alerted
Capacity planning and trending
Compliance checks for operational readiness

Health Check Procedure

Always run health checks in this exact order. Each section builds on the previous one.

Step 1: Device Identity & Uptime

Run show version to establish baseline identity.

PYATS_TESTBED_PATH=$PYATS_TESTBED_PATH python3 $MCP_CALL "${PYATS_PYTHON:-python3} -u $PYATS_MCP_SCRIPT" pyats_run_show_command '{"device_name":"R1","command":"show version"}'

Extract and report:

Hostname, model, serial number
IOS-XE version and image filename
Uptime (flag if < 24 hours — indicates recent reload)
Last reload reason (flag if unexpected: crash, power failure)
Total/available memory
License status

Thresholds:

Uptime < 24h → WARNING: Recent reload
Uptime < 1h → CRITICAL: Very recent reload, check for crash
Last reload reason contains "crash" or "error" → CRITICAL

Step 2: CPU Utilization

PYATS_TESTBED_PATH=$PYATS_TESTBED_PATH python3 $MCP_CALL "${PYATS_PYTHON:-python3} -u $PYATS_MCP_SCRIPT" pyats_run_show_command '{"device_name":"R1","command":"show processes cpu sorted"}'

Track record

Benchmark

16 / 19

test cases passed, vs 8 / 19 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/pyats-health-check/SKILL.md

View on GitHub ↗

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

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

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See it in action

What's inside

Device Health Check

When to Use

Health Check Procedure

Step 1: Device Identity & Uptime

Step 2: CPU Utilization

Track record

Benchmark

Adoption

SkillSafety

Source

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