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autotel-instrumentation

trace(), span(), instrument(), init().

Skill by jagreehal

IndexedApache-2.0★ 8
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

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About

trace(), span(), instrument(), init(). Factory vs direct pattern, name inference, init order. Load when wrapping handlers or functions with spans.

Use cases: ml

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What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.

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  • codeload.github.com · found in install command

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  • ~/.claude/skills/autotel-instrumentation

What's inside

Skill name
autotel-instrumentation
Description
trace(), span(), instrument(), init(). Factory vs direct pattern, name inference, init order. Load when wrapping handlers or functions with spans.
License
Apache-2.0
Instructions
175 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Autotel: Instrumentation

Wrap functions and handlers with `trace()`, `span()`, or `instrument()`. Call `init()` once at app startup. `init()` is synchronous; don't `await` anything before it.

For new event emission, prefer correlated logs (OTel Logs API path) over adding new direct span-event calls.

## Setup

```typescript
import {
  getRequestLogger,
  init,
  instrument,
  trace,
  withTracing,
} from 'autotel';

init({ service: 'my-app' });

const handler = trace(async (req: Request) => {
  return processRequest(req);
});
```

With span context (attributes, request logger):

```typescript
const handler = withTracing({ name: 'http.request' })(
  (ctx) => async (req: Request) => {
    ctx.setAttribute('http.route', '/api/checkout');
    const log = getRequestLogger(ctx);
    log.set({ path: req.url });
    return processRequest(req);
  },
);
```

## Core Patterns

**One named operation with explicit context:**

```typescript
const checkout = await trace.run('checkout', async (ctx) => {
  ctx.setAttribute('cart.items', body.items.length);
  return processCheckout(body);
});
```

`trace.run(name, operation)` runs immediately and returns the result.
**Version.** `trace.run()` needs autotel 7.0 or later. On 6.x the immediate form is `span(name, fn)`, and `trace(...)` still wraps.

**`trace` wraps, `trace.run` runs** — so a reusable named function is:

```typescript
export const processOrder = trace('processOrder', async (id: string) =>
  db.orders.get(id),
);
```

`instrument()` is the options form of the same wrapper:

```typescript
import { instrument } from 'autotel';
const fn = instrument({
  key: 'processOrder',
  fn: async (id) => db.orders.get(id),
});
```

**span() for a child span:**

```typescript
import { span } from 'autotel';
const result = await span('db.query', async () => db.query(sql));
```

**Init with optional config:**

```typescript
init({
  service: 'my-api',
  endpoint: process.env.OTEL_EXPORTER_OTLP_ENDPOINT, // none = nothing exported
  sampling: 'production',
  // see docs/CONFIGURATION.md for full options
});
```

Production options and defaults are listed in `autotel-core/SKILL.md` ("Production init").

**Single backend vs multi-backend OTLP:**

```typescript
init({
  service: 'my-api',
  endpoint: 'https://otlp-gateway-prod.grafana.net/otlp', // single destination
});

init({
  service: 'my-api',
  logs: true,
  destinations: [
    {
      endpoint: 'https://otlp-gateway-prod.grafana.net/otlp',
      headers: 'Authorization=Basic ...',
    },
    {
      endpoint: 'https://api.honeycomb.io',
      headers: { 'x-honeycomb-team': process.env.HONEYCOMB_API_KEY! },
      signals: ['traces'],
    },
  ],
});
```

## Common Mistakes

### HIGH Call traced code before init() runs

Wrong:

From jagreehal/autotel, Apache-2.0.

More from jagreehal/autotel

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Stars
8
Forks
3
Open issues
0
Last commit (this folder)
Oct 19, 2026 (17 days ago)
Last release
Sep 27, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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autotel-instrumentation skill. Agent Mart. https://agentmart.dev/skills/jagreehal-autotel-instrumentation (last updated 2026-10-24)