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 kvncampos/nautobot-ai-ops --skill nautobot-searchgit clone --depth 1 https://github.com/kvncampos/nautobot-ai-opsWrote 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/kvncampos/nautobot-ai-ops/nautobot-search)<a href="https://agentmods.dev/skills/kvncampos/nautobot-ai-ops/nautobot-search"><img src="https://agentmods.dev/badge/skills/kvncampos/nautobot-ai-ops/nautobot-search/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/kvncampos/nautobot-ai-ops/nautobot-search"><img src="https://agentmods.dev/badge/skills/kvncampos/nautobot-ai-ops/nautobot-search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00030 | $0.00450 |
| Opus 5 | $0.00015 | $0.00225 |
| Sonnet 5 | $0.00006 | $0.00090 |
| Haiku 4.5 | $0.00003 | $0.00045 |
Grade A, and why
nautobot-search 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 12d 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.
What it actually says
Nautobot Search Skill
Description
This skill provides comprehensive search capabilities across Nautobot's inventory including devices, circuits, IP addresses, VLANs, and other network objects.
When to Use
Use this skill when you need to:
- Find specific devices, circuits, or network objects
- Search for resources by name, location, or attributes
- Query inventory data from Nautobot
- Look up configuration details
- Find relationships between network objects
Available Tools
This skill has access to all MCP tools provided by the Nautobot MCP server, including:
- Device queries
- Circuit queries
- IP address management
- VLAN lookups
- Site and location information
- Interface details
- Cable connections
Search Strategy
- Clarify the query: Understand what the user is looking for
- Use specific searches: Query by name, ID, or specific attributes when possible
- Filter results: Apply filters to narrow down large result sets
- Follow relationships: Use object relationships to find related resources
- Provide context: Include relevant metadata and relationships in responses
Examples
Finding a Device
User: "Find device RTR-NYC-01"
Action: Use device search tool with name filter
Response: Provide device details including location, status, interfaces
Searching by Location
User: "What devices are in the NYC datacenter?"
Action: Search devices with site/location filter
Response: List all devices with key details
IP Address Lookup
User: "What device has IP address 10.1.1.1?"
Action: Use IP address search tool
Response: Provide device assignment and interface details
Best Practices
- Always validate search results before responding
- Provide relevant context (location, status, relationships)
- If multiple results, summarize and ask for clarification
- Include links to Nautobot UI when available
- Handle "no results" gracefully with search suggestions
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.
- 12d ago First seen · 65 lines · 30 tokens per session scan A c4440918264d
nautobot-search is a skill published in the GitHub repository kvncampos/nautobot-ai-ops (10 stars, last pushed 6mo ago), licensed Apache-2.0. It adds 30 tokens to every session and 450 once invoked, about $0.0002 per session on Opus 5. 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 2026-08-31.
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