kora-telemetry-tracing

kora-telemetry-tracing is a skill for Claude Code from kora-projects/kora-skills. It costs 55 tokens per session (2,452 once invoked), scanned A, original, Apache-2.0.

A tracing add-on for Kora services that follows OpenTelemetry, a standard way to record requests and operations, and sends those records to tracing systems such as Jaeger, Zipkin, or Grafana Tempo.

In plain words
What is it for?
Use it to configure OTLP trace export, add manual spans with an injected tracer, carry trace context through asynchronous or coroutine code, and change sampling behavior.
Why use it?
It helps you see how a request moves through HTTP, databases, Kafka, and gRPC instead of debugging each service separately. It also lets you record business steps and keep trace links across asynchronous code.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is **Kora sub-skill — obey the [kora-v1 meta rules](../../SKILL.md) on every task:** **R0** ensure `.kora-agent/` docs+examples are cloned · **R1** read this sub-s.

Part of the kora-v1 plugin — 41 skills shipped together

Good fit Use it to configure OTLP trace export, add manual spans with an injected tracer, carry trace context through asynchronous or coroutine code, and change sampling behavior.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/kora-projects/kora-skills
agentmods
npx agentmods add skills/kora-projects/kora-skills/kora-telemetry-tracing

Made for: Claude Code.

Or install kora-v1, the plugin that ships this one along with the rest of its 41 skills.

Wrote 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.

agentmods badge for kora-telemetry-tracing

README.md
[![agentmods](https://agentmods.dev/badge/skills/kora-projects/kora-skills/kora-telemetry-tracing/github.svg)](https://agentmods.dev/skills/kora-projects/kora-skills/kora-telemetry-tracing)
Your own site
<a href="https://agentmods.dev/skills/kora-projects/kora-skills/kora-telemetry-tracing"><img src="https://agentmods.dev/badge/skills/kora-projects/kora-skills/kora-telemetry-tracing/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.

agentmods 80×15 button for kora-telemetry-tracing

Your own site · 80×15
<a href="https://agentmods.dev/skills/kora-projects/kora-skills/kora-telemetry-tracing"><img src="https://agentmods.dev/badge/skills/kora-projects/kora-skills/kora-telemetry-tracing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 55 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,452 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00055 $0.02452
Opus 5 $0.00028 $0.01226
Sonnet 5 $0.00011 $0.00490
Haiku 4.5 $0.00006 $0.00245

Measured 10d ago against content hash ea357beddfde, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

kora-telemetry-tracing 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 10d 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.

plugins/kora-v1/skills/kora-telemetry-tracing/SKILL.md · 248 lines

How it starts

The opening of the file, as written. The whole thing — 248 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Kora Telemetry Tracing

Kora sub-skill — obey the kora-v1 meta rules on every task: R0 ensure .kora-agent/ docs+examples are cloned · R1 read this sub-skill before writing code · R2 Kora APIs only — no Spring/Micronaut/Quarkus, no invented annotations or config keys · R3 journal any incorrect Kora usage. Add comments/Javadoc only if asked.

Kora collects traces in the OpenTelemetry standard and exports them in OTLP format. The framework already emits baseline spans for supported modules (HTTP server/client, database, Kafka, gRPC); you add an exporter module, point it at a collector, and optionally create manual spans for business steps the framework cannot infer.

Read this when:

  • adding an OTLP exporter (OpentelemetryGrpcExporterModule or OpentelemetryHttpExporterModule),
  • configuring tracing.exporter toward Jaeger, Zipkin, or Grafana Tempo,
  • creating manual spans with the injected Tracer and correct parent context,
  • propagating OpentelemetryContext across async / coroutine boundaries,
  • overriding the default Sampler.

Quick Start

1. Dependency

The example repo pins the BOM via kora-parent; all Kora artifacts inherit that version, so never version a ru.tinkoff.kora:* artifact yourself.

=== "Java" ```groovy dependencies { koraBom platform("ru.tinkoff.kora:kora-parent:1.2.19") annotationProcessor "ru.tinkoff.kora:annotation-processors"

    // OTLP over gRPC (recommended)
    implementation "ru.tinkoff.kora:opentelemetry-tracing-exporter-grpc"
    // Alternative: OTLP over HTTP
    // implementation "ru.tinkoff.kora:opentelemetry-tracing-exporter-http"
}
```

=== "Kotlin" ```groovy dependencies { koraBom platform("ru.tinkoff.kora:kora-parent:1.2.19") ksp "ru.tinkoff.kora:symbol-processors"

    implementation("ru.tinkoff.kora:opentelemetry-tracing-exporter-grpc")
    // implementation("ru.tinkoff.kora:opentelemetry-tracing-exporter-http")
}
```

Read the full file on GitHub · 248 lines

Changes

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.

  1. 10d ago First seen · 248 lines · 55 tokens per session scan A ea357beddfde

Subscribe to this mod's changes

kora-telemetry-tracing is a skill published in the GitHub repository kora-projects/kora-skills (1 stars, last pushed 9d ago), licensed Apache-2.0. It adds 55 tokens to every session and 2,452 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 2026-08-31.

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