Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add automateyournetwork/netclaw --skill ipfabricgit clone --depth 1 https://github.com/automateyournetwork/netclawWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/automateyournetwork/netclaw/ipfabric)<a href="https://agentmods.dev/skills/automateyournetwork/netclaw/ipfabric"><img src="https://agentmods.dev/badge/skills/automateyournetwork/netclaw/ipfabric.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.02269 |
| Opus 5 | $0.00000 | $0.01135 |
| Sonnet 5 | $0.00000 | $0.00454 |
| Haiku 4.5 | $0.00000 | $0.00227 |
Grade A, and why
ipfabric scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 283 lines — stays where its author put it; the contents beside it link to each section on GitHub.
IP Fabric Network Assurance Skill
Skill: /ipfabric
MCP Server: ipfabric-mcp (remote HTTP via mcp-remote)
Tools: 10 (health, path lookups, diagrams, API discovery)
Developed in collaboration with Daren Fulwell (Field CTO, IP Fabric) and John Capobianco (Creator, NetClaw), representing nearly a decade of professional partnership.
Overview
The IP Fabric skill provides natural language access to IP Fabric's network assurance platform. IP Fabric discovers, models, and analyzes network infrastructure, exposing data through standardized MCP tools for health assessment, path analysis, visual diagrams, and custom API queries.
Key Capabilities:
- Network health assessment with intent verification
- Path analysis between any two endpoints
- Visual network diagrams (PNG)
- Device inventory queries
- Routing protocol troubleshooting (BGP, OSPF)
- Intent validation and compliance checking
- API discovery for advanced queries
- Cross-platform composition with other NetClaw skills
Prerequisites
- IP Fabric appliance (v6.0+) with MCP Server enabled
- API token with appropriate RBAC permissions
- Network connectivity to IP Fabric over HTTPS
Environment Variables
IPFABRIC_HOST=https://ipfabric.example.com # Appliance URL (no trailing slash)
IPFABRIC_API_TOKEN=your-api-token-here # API token from Settings → API Tokens
MCP Tools Reference
Health Assessment
| Tool | Description |
|---|---|
ipf_network_health_assess |
Comprehensive network health overview |
Parameters:
snapshotId(optional): Snapshot ID or$lastfor most recent (default:$last)
Returns: Snapshot freshness, intent verification, device issues, routing stability
Path Lookups
| Tool | Description |
|---|---|
ipf_pathlookup_unicast |
Trace unicast path between two IPs |
ipf_pathlookup_host-to-gateway |
Trace host to default gateway |
ipf_pathlookup_multicast |
Trace multicast distribution path |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 283 lines · 0 tokens per session scan A 4847249402df
ipfabric is a skill published in the GitHub repository automateyournetwork/netclaw (650 stars, last pushed yesterday), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 2,269 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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