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-openapi-managementWrote 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-openapi-management)<a href="https://agentmods.dev/skills/kora-projects/kora-skills/kora-openapi-management"><img src="https://agentmods.dev/badge/skills/kora-projects/kora-skills/kora-openapi-management/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-openapi-management"><img src="https://agentmods.dev/badge/skills/kora-projects/kora-skills/kora-openapi-management.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 | $0.00057 | $0.02053 |
| Opus 5 | $0.00028 | $0.01026 |
| Sonnet 5 | $0.00011 | $0.00411 |
| Haiku 4.5 | $0.00006 | $0.00205 |
Grade A, and why
kora-openapi-management 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 8d 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 — 221 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kora OpenAPI Management
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.
Focus: Publish OpenAPI documents and serve interactive viewers (Swagger UI, RapiDoc) over the Kora HTTP server using OpenApiManagementModule.
When to Use This Skill
Use when you need to:
- Serve OpenAPI documents at an HTTP endpoint (single file at
endpoint, orendpoint/{name}per file when several are listed) - Enable Swagger UI for interactive API documentation (
/swagger-ui) - Enable RapiDoc as an alternative viewer (
/rapidoc) - Expose multiple specs (v1/v2, public/internal/admin) with a selector
- Control documentation visibility (enabled in dev, disabled or gated in prod)
Not for: Code generation from OpenAPI specs — use kora-openapi-generator-server (server delegates) or kora-openapi-generator-client (typed clients).
The canonical end-to-end walkthrough (generate + publish) is the guide .kora-agent/kora-docs/mkdocs/docs/en/guides/openapi-http-server.md.
Quick Start
1. Add Dependencies
All Kora artifacts inherit their version from the kora-parent BOM — never pin a ru.tinkoff.kora:* version directly.
dependencies {
koraBom platform("ru.tinkoff.kora:kora-parent:$koraVersion")
annotationProcessor "ru.tinkoff.kora:annotation-processors"
implementation "ru.tinkoff.kora:openapi-management"
implementation "ru.tinkoff.kora:http-server-undertow" // required HTTP server
}
(Kotlin: ksp "ru.tinkoff.kora:symbol-processors" instead of annotationProcessor.)
2. Enable the Module
Add OpenApiManagementModule to the @KoraApp graph alongside the HTTP server and config modules.
@KoraApp
public interface Application extends
HoconConfigModule,
UndertowHttpServerModule,
OpenApiManagementModule {
static void main(String[] args) {
KoraApplication.run(ApplicationGraph::graph);
}
}
What ships with it
14 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.conf.template 555 B
- assets/application.dev.conf.template 492 B
- assets/application.prod.conf.template 509 B
- assets/Application.server.java.template 834 B
- assets/Application.server.kt.template 775 B
- assets/build.gradle.server.template 2.4 KB
- assets/openapi-spec.yaml.template 9.1 KB
- assets/SwaggerUiSecurityInterceptor.java.template 2.3 KB
- assets/SwaggerUiSecurityInterceptor.kt.template 2.1 KB
- evals/evals.json 5.7 KB
- references/openapi-spec-reference.md 7.7 KB
- references/rapidoc-reference.md 4.2 KB
- references/swagger-ui-reference.md 7.4 KB
- scripts/validate_openapi.py 9.6 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.
- 8d ago First seen · 221 lines · 57 tokens per session scan A f23d26e81b38
kora-openapi-management is a skill published in the GitHub repository kora-projects/kora-skills (1 stars, last pushed 8d ago), licensed Apache-2.0. It adds 57 tokens to every session and 2,053 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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