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 jxoesneon/Ciel --skill jvm-server-frameworksgit clone --depth 1 https://github.com/jxoesneon/CielWrote 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/jxoesneon/ciel/jvm-server-frameworks)<a href="https://agentmods.dev/skills/jxoesneon/ciel/jvm-server-frameworks"><img src="https://agentmods.dev/badge/skills/jxoesneon/ciel/jvm-server-frameworks/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/jxoesneon/ciel/jvm-server-frameworks"><img src="https://agentmods.dev/badge/skills/jxoesneon/ciel/jvm-server-frameworks.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 | $0.00024 | $0.00415 |
| Opus 5.5 | $0.00010 | $0.00166 |
| Sonnet 5.5 | $0.00005 | $0.00083 |
| Haiku 4.5 | $0.00002 | $0.00042 |
Grade A, and why
jvm-server-frameworks 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 29d 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.
What it actually says
CIEL ADAPTATION: JVM Server Frameworks (Ktor & Exposed)
This skill formalizes the use of lightweight, DSL-driven frameworks on the JVM. It focuses on the Ktor + Exposed + Flyway stack.
Ktor Server Standards
- Plugin Discipline: Install
ContentNegotiation,Authentication, andStatusPagesin the central module. - Routing DSL: Group routes by resource (
/users,/orders). Extract logic to Services injected via Koin. - Validation: Use
require()blocks at the route boundary for fail-fast input checking. - Serialization: Standardize on
kotlinx.serializationwith custom serializers forInstant.
Exposed ORM (Persistence)
- Transaction Safety: All DB operations MUST run inside
newSuspendedTransaction. - DSL vs DAO:
- Use DSL style for complex joins and aggregations.
- Use DAO style for entity lifecycle and simple CRUD.
- JSONB: Use the
jsonbcolumn pattern withkotlinx.serializationfor unstructured metadata.
Database Lifecycle
- Migrations: Mandate Flyway for all schema changes. Versioned SQL scripts only.
- Connection Pooling: Use HikariCP with
TRANSACTION_READ_COMMITTEDisolation.
Anti-Patterns
- Implicit Nulls: Allowing
explicitNulls = truein serialization (leads to large, sparse JSON). - Blocking Transactions: Running long-running I/O or network calls inside a
transactionblock. - Manual Table Creation: Using
SchemaUtils.createin production instead of Flyway.
What ships with it
1 file 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.
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.
- 29d ago Changed · -13 lines 9bfc85ae92df
- 1mo ago First seen · 52 lines · 24 tokens per session scan A 5b3075c9d9f7
jvm-server-frameworks is a skill published in the GitHub repository jxoesneon/Ciel (1 stars, last pushed today), licensed Apache-2.0. It adds 24 tokens to every session and 415 once invoked, about $0.0001 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 2026-09-03.
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