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 te-network-monitoringgit 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/te-network-monitoring)<a href="https://agentmods.dev/skills/automateyournetwork/netclaw/te-network-monitoring"><img src="https://agentmods.dev/badge/skills/automateyournetwork/netclaw/te-network-monitoring/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/automateyournetwork/netclaw/te-network-monitoring"><img src="https://agentmods.dev/badge/skills/automateyournetwork/netclaw/te-network-monitoring.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Data Exfiltration · line 26 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium MCP Rug Pull · line 27 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
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 | $0.00052 | $0.02129 |
| Opus 5 | $0.00026 | $0.01064 |
| Sonnet 5 | $0.00010 | $0.00426 |
| Haiku 4.5 | $0.00005 | $0.00213 |
Grade A, and why
te-network-monitoring 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 9d 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 — 175 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ThousandEyes Network Monitoring
MCP Servers
Community Server (local, stdio)
- Repository: CiscoDevNet/thousandeyes-mcp-community
- Transport: stdio (Python)
- Install:
git clone+pip install -r requirements.txt - Script:
src/server.py - Python: 3.12+
- Requires:
TE_TOKEN - Status: Alpha/MVP, read-only
Official Server (remote, HTTP)
- Repository: CiscoDevNet/ThousandEyes-MCP-Server-official
- Endpoint:
https://api.thousandeyes.com/mcp - Transport: Remote HTTP (via
npx mcp-remote) - Auth: Bearer token (
Authorization: Bearer <TE_TOKEN>) - No local install — hosted by Cisco
- Requires:
TE_TOKEN, Node.js (for npx), org not opted out of AI features
Community Server Tools (9)
| Tool | Parameters | What It Does |
|---|---|---|
te_list_tests |
aid?, name_contains?, test_type? |
List all configured tests with filtering by name, type, or account group |
te_list_agents |
agent_types?, aid? |
List enterprise, enterprise-cluster, and cloud agents |
te_get_test_results |
test_id, test_type, window?/start?/end?/aid?/agent_id? |
Fetch network, page-load, and web-transaction test results |
te_get_path_vis |
test_id, window?/start?/end?/aid?/agent_id?/direction? |
Path visualization — hop-by-hop network path data |
te_list_dashboards |
aid?, title_contains? |
List all ThousandEyes dashboards |
te_get_dashboard |
dashboard_id, aid? |
Dashboard details including widget inventory |
te_get_dashboard_widget |
dashboard_id, widget_id, window?/start?/end?/aid? |
Widget data for a specific dashboard widget |
te_get_users |
none | List users in the ThousandEyes account |
te_get_account_groups |
none | List account groups accessible to the authenticated org |
Official Server Tools (~20)
Core Monitoring
| Tool | What It Does |
|---|---|
| List Tests | View all configured tests (web, network, DNS, voice) |
| Get Test Details | Detailed information about a specific test |
| List Events | Find network and application problems within time ranges |
| Get Event Details | Deep dive into specific events with impacted targets |
| List Alerts | View triggered or cleared alert rules |
| Get Alert Details | Comprehensive alert information with conditions and targets |
| Search Outages | Find network and application outages with filters |
| Instant Tests | Active troubleshooting — run tests on demand |
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.
- 9d ago First seen · 175 lines · 52 tokens per session scan A 09fc66d1885f
te-network-monitoring is a skill published in the GitHub repository automateyournetwork/netclaw (657 stars, last pushed 6d ago), licensed Apache-2.0. It adds 52 tokens to every session and 2,129 once invoked, about $0.0003 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 2026-09-03.
Other skills, from other repositories
monitoring-observability
Monitoring and observability patterns for Prometheus metrics, Grafana dashboards, Langfuse v4 LLM tracing (astype, scorecurrentspan, shouldexportspan, LangfuseMedia), and drift detection. Use when adding logging, metrics, distributed tracing, LLM cost tracking, or quality drift monitoring.
cis-aws-compute-8.1
Ensure AWS Batch is configured with AWS CloudWatch Logs.
performance-analysis
Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms.
performance-analysis
Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms.
langsmith-observability
LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production systems, or building systematic testing pipelines for AI applications.
alert-rule-troubleshoot
This skill should be used when the user reports that an alert rule is "not firing", "no alert was sent", "the rule didn't trigger", "the rule isn't working", "it should have alerted but didn't", "why didn't I get an alert", "alert rule not firing", or wants to diagnose why a specific alert rule failed to produce an…