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.
git clone --depth 1 https://github.com/kora-projects/kora-skillsnpx agentmods add skills/kora-projects/kora-skills/kora-telemetry-metricsWrote 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/kora-projects/kora-skills/kora-telemetry-metrics)<a href="https://agentmods.dev/skills/kora-projects/kora-skills/kora-telemetry-metrics"><img src="https://agentmods.dev/badge/skills/kora-projects/kora-skills/kora-telemetry-metrics/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/kora-projects/kora-skills/kora-telemetry-metrics"><img src="https://agentmods.dev/badge/skills/kora-projects/kora-skills/kora-telemetry-metrics.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 | $0.00053 | $0.02986 |
| Opus 5 | $0.00026 | $0.01493 |
| Sonnet 5 | $0.00011 | $0.00597 |
| Haiku 4.5 | $0.00005 | $0.00299 |
Grade A, and why
kora-telemetry-metrics scanned grade A with 1 finding 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 11d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl http://localhost:8085/metrics How it starts
The opening of the file, as written. The whole thing — 324 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kora Telemetry Metrics
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 metrics with Micrometer. Adding MetricsModule registers a PrometheusMeterRegistry, instruments every Kora module (HTTP, gRPC, JDBC, Kafka, cache, JVM), and publishes a MeterRegistry component you inject to record custom business metrics. Metrics are served in Prometheus text format on the private HTTP port — never the public one.
Quick Start
1. Add the dependency
The micrometer-module already brings the PrometheusMeterRegistry; no separate registry artifact is needed. All ru.tinkoff.kora:* versions come from the kora-parent BOM — never pin them individually.
===! ":fontawesome-brands-java: Java"
```groovy
dependencies {
koraBom platform("ru.tinkoff.kora:kora-parent:1.2.19")
annotationProcessor "ru.tinkoff.kora:annotation-processors"
implementation "ru.tinkoff.kora:micrometer-module"
implementation "ru.tinkoff.kora:http-server-undertow"
implementation "ru.tinkoff.kora:config-hocon"
implementation "ru.tinkoff.kora:logging-logback"
}
```
=== ":simple-kotlin: Kotlin"
```kotlin
dependencies {
koraBom(platform("ru.tinkoff.kora:kora-parent:1.2.19"))
ksp("ru.tinkoff.kora:symbol-processors")
implementation("ru.tinkoff.kora:micrometer-module")
implementation("ru.tinkoff.kora:http-server-undertow")
implementation("ru.tinkoff.kora:config-hocon")
implementation("ru.tinkoff.kora:logging-logback")
}
```
2. Add MetricsModule to the graph
===! ":fontawesome-brands-java: Java"
What ships with it
23 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- assets/application.metrics.conf.template 1.2 KB
- assets/Application.metrics.java.template 857 B
- assets/Application.metrics.kt.template 789 B
- assets/build.gradle.metrics.template 940 B
- assets/CachedMetricsService.java.template 3.7 KB
- assets/CachedMetricsService.kt.template 3.4 KB
- assets/CustomMetricsConfig.java.template 1.1 KB
- assets/CustomMetricsConfig.kt.template 1.1 KB
- assets/grafana.dashboard.json.template 3.2 KB
- assets/MetricsService.java.template 3.4 KB
- assets/MetricsService.kt.template 3.1 KB
- assets/PaymentMetricsService.java.template 3.0 KB
- assets/PaymentMetricsService.kt.template 2.8 KB
- assets/prometheus.alerts.yml.template 2.6 KB
- evals/evals.json 6.1 KB
- references/custom-metrics-reference.md 8.6 KB
- references/metrics-cardinality-reference.md 6.4 KB
- references/metrics-config-reference.md 6.2 KB
- references/metrics-export-reference.md 3.7 KB
- references/metrics-reference.md 6.1 KB
- references/micrometer-types-reference.md 5.2 KB
- references/probes-reference.md 6.7 KB
- scripts/setup-metrics.sh 2.6 KB runs code
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.
- 11d ago First seen · 324 lines · 53 tokens per session scan A 7bcddea5245f
kora-telemetry-metrics is a skill published in the GitHub repository kora-projects/kora-skills (1 stars, last pushed 10d ago), licensed Apache-2.0. It adds 53 tokens to every session and 2,986 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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