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 dbos-inc/agent-skills --skill dbos-javagit clone --depth 1 https://github.com/dbos-inc/agent-skillsWrote 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/dbos-inc/agent-skills/dbos-java)<a href="https://agentmods.dev/skills/dbos-inc/agent-skills/dbos-java"><img src="https://agentmods.dev/badge/skills/dbos-inc/agent-skills/dbos-java/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/dbos-inc/agent-skills/dbos-java"><img src="https://agentmods.dev/badge/skills/dbos-inc/agent-skills/dbos-java.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00069 | $0.01354 |
| Opus 5.5 | $0.00028 | $0.00542 |
| Sonnet 5.5 | $0.00014 | $0.00271 |
| Haiku 4.5 | $0.00007 | $0.00135 |
Grade A, and why
dbos-java 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 17d 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 — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.
DBOS Java Best Practices
Guide for building reliable, fault-tolerant Java applications with DBOS durable workflows.
When to Apply
Reference these guidelines when:
- Adding DBOS to existing Java or Kotlin code
- Creating workflows and steps
- Using queues for concurrency control
- Implementing workflow communication (events, messages, streams)
- Configuring and launching DBOS applications, including with Spring Boot
- Using DBOSClient from external applications
- Testing DBOS applications
Rule Categories by Priority
| Priority | Category | Impact | Prefix |
|---|---|---|---|
| 1 | Lifecycle | CRITICAL | lifecycle- |
| 2 | Workflow | CRITICAL | workflow- |
| 3 | Step | HIGH | step- |
| 4 | Queue | HIGH | queue- |
| 5 | Communication | MEDIUM | comm- |
| 6 | Pattern | MEDIUM | pattern- |
| 7 | Testing | LOW-MEDIUM | test- |
| 8 | Client | MEDIUM | client- |
| 9 | Advanced | LOW | advanced- |
Critical Rules
Installation
Add the DBOS dependency (Java 17+, Gradle 8+ recommended):
dependencies {
implementation("dev.dbos:transact:1.2.0")
implementation("org.slf4j:slf4j-simple:2.0.17") // to see DBOS log messages
}
DBOS requires a PostgreSQL-compatible database. Connection settings are typically supplied through
DBOS_SYSTEM_JDBC_URL, PGUSER, and PGPASSWORD.
DBOS Configuration and Launch
A DBOS application MUST create a DBOS instance, register its workflow classes, then launch:
import dev.dbos.transact.DBOS;
import dev.dbos.transact.config.DBOSConfig;
import dev.dbos.transact.workflow.Workflow;
interface Example {
String workflow(String input);
}
class ExampleImpl implements Example {
private final DBOS dbos;
ExampleImpl(DBOS dbos) {
this.dbos = dbos;
}
@Override
@Workflow
public String workflow(String input) {
return dbos.runStep(() -> fetchData(input), "fetchData");
}
private String fetchData(String input) { /* external call */ return input; }
}
public class App {
public static void main(String[] args) {
DBOSConfig config = DBOSConfig.defaultsFromEnv("my-app")
.withAppVersion("0.1.0");
DBOS dbos = new DBOS(config);
Example proxy = dbos.registerProxy(Example.class, new ExampleImpl(dbos));
dbos.launch();
proxy.workflow("input"); // durable: called through the proxy
}
}
What ships with it
41 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.
- AGENTS.md 2.9 KB
- CLAUDE.md 9 B
- references/_sections.md 1.6 KB
- references/advanced-interops.md 3.2 KB
- references/advanced-kotlin.md 2.5 KB
- references/advanced-patching.md 2.7 KB
- references/advanced-serialization.md 3.0 KB
- references/advanced-shared-database.md 6.9 KB
- references/advanced-versioning.md 3.0 KB
- references/client-enqueue.md 5.5 KB
- references/client-setup.md 6.6 KB
- references/comm-events.md 2.6 KB
- references/comm-messages.md 2.8 KB
- references/comm-streaming.md 2.9 KB
- references/lifecycle-config.md 8.3 KB
- references/lifecycle-spring-boot.md 4.0 KB
- references/pattern-debouncing.md 5.4 KB
- references/pattern-idempotency.md 2.4 KB
- references/pattern-scheduled.md 5.4 KB
- references/pattern-sleep.md 1.8 KB
- references/queue-basics.md 5.2 KB
- references/queue-concurrency.md 2.9 KB
- references/queue-deduplication.md 2.7 KB
- references/queue-delay.md 1.7 KB
- references/queue-listening.md 2.3 KB
- references/queue-management.md 3.7 KB
- references/queue-partitioning.md 4.8 KB
- references/queue-priority.md 2.0 KB
- references/queue-rate-limiting.md 3.0 KB
- references/step-basics.md 3.1 KB
- references/step-retries.md 3.0 KB
- references/step-transactions.md 3.4 KB
- references/test-setup.md 3.7 KB
- references/workflow-background.md 2.8 KB
- references/workflow-constraints.md 2.5 KB
- references/workflow-control.md 3.3 KB
- references/workflow-determinism.md 1.9 KB
- references/workflow-instances.md 2.4 KB
- references/workflow-introspection.md 6.1 KB
- references/workflow-registration.md 3.5 KB
- references/workflow-timeout.md 4.0 KB
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.
- 17d ago Changed c5a71c7f03e9
- 24d ago Changed · +6 lines 4658b3350651
- 1mo ago First seen · 151 lines · 69 tokens per session scan A 030aa2033ad8
dbos-java is a skill published in the GitHub repository dbos-inc/agent-skills (19 stars, last pushed 4d ago), licensed MIT. It adds 69 tokens to every session and 1,354 once invoked, about $0.0003 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 2026-08-30.
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