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 whitebeardit/.cursor --skill skill-opentelemetry-instrumentationgit clone --depth 1 https://github.com/whitebeardit/.cursorWrote 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/whitebeardit/.cursor/skill-opentelemetry-instrumentation)<a href="https://agentmods.dev/skills/whitebeardit/.cursor/skill-opentelemetry-instrumentation"><img src="https://agentmods.dev/badge/skills/whitebeardit/.cursor/skill-opentelemetry-instrumentation/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/whitebeardit/.cursor/skill-opentelemetry-instrumentation"><img src="https://agentmods.dev/badge/skills/whitebeardit/.cursor/skill-opentelemetry-instrumentation.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 | $0.00061 | $0.03544 |
| Opus 5.5 | $0.00024 | $0.01418 |
| Sonnet 5.5 | $0.00012 | $0.00709 |
| Haiku 4.5 | $0.00006 | $0.00354 |
Grade A, and why
opentelemetry-instrumentation 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 2mo 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 — 495 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OpenTelemetry Instrumentation
This skill guides you through instrumenting .NET applications with OpenTelemetry spans, following best practices for distributed tracing.
When to Instrument
✅ DO Instrument:
- External service calls (HTTP, SOAP, gRPC)
- Database operations (queries, transactions)
- Critical business operations (order processing, payment flows)
- Long-running operations (file processing, batch jobs)
- Integration points (third-party APIs, message queues)
❌ DON'T Instrument:
- Simple property getters/setters
- In-memory operations (dictionary lookups, list operations)
- Trivial calculations
- Operations that complete in <1ms consistently
Core Concepts
Activity and ActivitySource
OpenTelemetry uses Activity and ActivitySource for creating spans:
using System.Diagnostics;
// Create ActivitySource (typically one per component/service)
private static readonly ActivitySource ActivitySource = new ActivitySource("MyService");
// Create a span
using (var activity = ActivitySource.StartActivity("operation.name", ActivityKind.Internal))
{
if (activity != null)
{
activity.SetTag("key", "value");
// Your code here
activity.SetStatus(ActivityStatusCode.Ok);
}
}
Activity Kinds
ActivityKind.Server // Incoming HTTP request
ActivityKind.Client // Outgoing HTTP/SOAP call
ActivityKind.Internal // Internal operation
ActivityKind.Producer // Message queue producer
ActivityKind.Consumer // Message queue consumer
Instrumentation Patterns
Pattern 1: HTTP Server (ASP.NET)
ASP.NET Core (.NET 8):
// Middleware automatically creates spans for HTTP requests
// Just configure TracerProvider in Program.cs
builder.Services.AddOpenTelemetry()
.WithTracing(builder => builder
.AddAspNetCoreInstrumentation() // Automatic HTTP spans
.AddSource("MyService") // Your custom spans
.AddOtlpExporter());
ASP.NET Framework 4.8:
// Global.asax.cs - Application_BeginRequest
protected void Application_BeginRequest(object sender, EventArgs e)
{
if (!IsOtelEnabled()) return;
var request = HttpContext.Current.Request;
var activity = TraceabilityHelper.StartSpan(
$"HTTP {request.HttpMethod} {request.Path}",
ActivityKind.Server);
if (activity != null)
{
TraceabilityHelper.SetHttpTags(activity,
request.HttpMethod,
request.Url.ToString(),
null);
HttpContext.Current.Items["OtelRootActivity"] = activity;
}
}
// Application_EndRequest
protected void Application_EndRequest(object sender, EventArgs e)
{
if (HttpContext.Current.Items["OtelRootActivity"] is Activity activity)
{
var statusCode = HttpContext.Current.Response.StatusCode;
TraceabilityHelper.SetHttpTags(activity, null, null, statusCode);
if (statusCode >= 400)
TraceabilityHelper.SetErrorStatus(activity, $"HTTP {statusCode}");
else
TraceabilityHelper.SetSuccessStatus(activity);
activity.Dispose();
}
}
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.
- 2mo ago First seen · 495 lines · 61 tokens per session scan A 3b7402be11ff
opentelemetry-instrumentation is a skill published in the GitHub repository whitebeardit/.cursor (12 stars, last pushed 8mo ago), licensed MIT. It adds 61 tokens to every session and 3,544 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-30.
opentelemetry-instrumentation compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| opentelemetry-instrumentationwhitebeardit/.cursor | Skill | 12 | 8mo ago | MIT | A | 61 | Claude Code, Codex |
| mem0-oss-to-platformmem0ai/mem0 | Skill | 68k | 2d ago | Apache-2.0 | A | 217 | Claude Code, Codex |
| azure-mgmt-botservice-dotnetmicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 78 | Claude Code |
| fastapi-router-pymicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 46 | Claude Code |
| dev-runtimelangwatch/langwatch | Skill | 5.0k | yesterday | Apache-2.0 | A | 172 | Claude Code |
| api-designericrisco/rsc-harness | Skill | 503 | 2d ago | MIT | A | 105 | Claude Code, Codex |
| migrate-segw-to-raparc-mcp/arc-1 | Skill | 252 | yesterday | MIT | A | 106 | Claude Code |