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Routing Protocol Analysis · automateyournetwork | DecimalAI

devopsby automateyournetwork

Routing Protocol Analysis

automateyournetwork/pyats-routing

Source automateyournetwork/netclaw ↗License Apache-2.0

CCIE-level routing protocol analysis - OSPF, BGP, EIGRP, IS-IS, static routes, RIB/FIB verification, redistribution audit, and convergence validation.

SkillScore77Maintained

Automatic

DevOps & SRE pack

Last verified 8/16/2026

What it changes

Passed 14 of 18 test cases with the skill, and 9 of 18 without it.

Without skill50%

With skill77%

Checks it passed that the model alone missed

Formats show ip ospf using pyats_run_show_command for device R1
Formats show ip route summary using pyats_run_show_command for device R1
Executes show ip ospf neighbor using pyats_run_show_command for device R3

and 6 more in the full report

7 fixed10 passed either way4 still failing1 broke

Pass-rate lift: +27 pp
Tokens: +152%
Agent turns: 0%
Response time: -29%

Model gemini-3.6-flashMeasured 8/16/2026v117 of 22 cases passed with skill · 18 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-routing/SKILL.md https://app.decimal.ai/s/automateyournetwork-pyats-routing/SKILL.md

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

decimalai skills add automateyournetwork-pyats-routing

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 7

Prompt

We need to inspect the forwarding table for the management VRF named 'MGMT' on device Core-1. Which show command execution format should be sent to the device runner?

What was checked, without and with the skill
Checked	Without skill	With skill
Formats the JSON payload as {"device_name":"Core-1","command":"show ip route vrf MGMT"} using pyats_run_show_command	Missed	Passed

case-08 · 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.md239 linessingle file

Routing Protocol Analysis

Routing Table Analysis

Always start here. The routing table is the source of truth for forwarding decisions.

Full Routing Table

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 ip route"}'

Per-Protocol Routes

# OSPF routes only
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 ip route ospf"}'

# BGP routes only
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 ip route bgp"}'

# Connected and static
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 ip route connected"}'

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 ip route static"}'

VRF Routes

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 ip route vrf MGMT"}'

Analysis checklist:

Route source codes: C (connected), S (static), O (OSPF), O IA (OSPF inter-area), O E1/E2 (OSPF external), B (BGP), D (EIGRP), D EX (EIGRP external)
Administrative distance and metric for each route
Next-hop reachability — is the next-hop IP actually reachable?
Recursive lookups — routes pointing to next-hops resolved through other routes
Equal-cost multipath (ECMP) — multiple next-hops for the same prefix
Default route presence and source

Track record

Benchmark

14 / 18

test cases passed, vs 9 / 18 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-routing/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.

Ready to supercharge your AI agents?

See it in action

What's inside

Routing Protocol Analysis

Routing Table Analysis

Full Routing Table

Per-Protocol Routes

VRF Routes

Track record

Benchmark

Adoption

SkillSafety

Source

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