spring-batch

spring-batch is a skill for Codex from rrezartprebreza/spring-boot-skills. It costs 66 tokens per session (2,591 once invoked), scanned A, original, MIT.

Guidance for building Spring Batch jobs, which process large amounts of data in repeatable steps. It covers scheduled imports and exports, ETL (extract, transform, load) pipelines, restarting failed jobs, and processing records in chunks.

In plain words
What is it for?
Use it for bulk imports, exports, scheduled data processing, chunk-based jobs, restartable workflows, and fault-tolerant readers and writers.
Why use it?
It helps you use the Spring Batch 5 and Spring Boot 3 APIs correctly and avoid duplicate work or unrecoverable failures.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Part of the spring-boot-3-skills plugin — 30 skills shipped together

Good fit Use it for bulk imports, exports, scheduled data processing, chunk-based jobs, restartable workflows, and fault-tolerant readers and writers.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/rrezartprebreza/spring-boot-skills/spring-batch
Install

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.

Any agent
npx skills add rrezartprebreza/spring-boot-skills --skill spring-batch
Clone the repo
git clone --depth 1 https://github.com/rrezartprebreza/spring-boot-skills

Made for: Codex.

Or install spring-boot-3-skills, the plugin that ships this one along with the rest of its 30 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 spring-batch

README.md
[![agentmods](https://agentmods.dev/badge/skills/rrezartprebreza/spring-boot-skills/spring-batch/github.svg)](https://agentmods.dev/skills/rrezartprebreza/spring-boot-skills/spring-batch)
Your own site
<a href="https://agentmods.dev/skills/rrezartprebreza/spring-boot-skills/spring-batch"><img src="https://agentmods.dev/badge/skills/rrezartprebreza/spring-boot-skills/spring-batch/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 spring-batch

Your own site · 80×15
<a href="https://agentmods.dev/skills/rrezartprebreza/spring-boot-skills/spring-batch"><img src="https://agentmods.dev/badge/skills/rrezartprebreza/spring-boot-skills/spring-batch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,591 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00066 $0.02591
Opus 5 $0.00033 $0.01295
Sonnet 5 $0.00013 $0.00518
Haiku 4.5 $0.00007 $0.00259

Measured 9d ago against content hash 3f378784c248, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

spring-batch 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 9d 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.

skills/spring-boot-3/spring-batch/SKILL.md · 250 lines

How it starts

The opening of the file, as written. The whole thing — 250 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Spring Batch

Spring Boot 3.x ships Spring Batch 5. The API changed significantly from 4.x — most online examples are wrong. The two rules that break the most agent-generated code:

  1. Do NOT add @EnableBatchProcessing. Boot auto-configures the JobRepository, JobLauncher, and transaction manager. Adding @EnableBatchProcessing disables that auto-configuration and you lose all the wired beans.
  2. JobBuilderFactory and StepBuilderFactory are gone. Build jobs and steps with new JobBuilder(name, jobRepository) / new StepBuilder(name, jobRepository), injecting the JobRepository and PlatformTransactionManager Boot already created.

Job & Step (Spring Batch 5 API)

@Configuration
@RequiredArgsConstructor
public class OrderExportJobConfig {

    @Bean
    public Job orderExportJob(JobRepository jobRepository, Step exportStep) {
        return new JobBuilder("orderExportJob", jobRepository)
            .incrementer(new RunIdIncrementer()) // lets the same job be re-run; see "Idempotency"
            .start(exportStep)
            .build();
    }

    @Bean
    public Step exportStep(JobRepository jobRepository,
                           PlatformTransactionManager txManager, // Boot's, injected — do NOT new one up
                           ItemReader<Order> reader,
                           ItemProcessor<Order, OrderRow> processor,
                           ItemWriter<OrderRow> writer) {
        return new StepBuilder("exportStep", jobRepository)
            .<Order, OrderRow>chunk(500, txManager) // chunk size is the commit interval — and a TX boundary
            .reader(reader)
            .processor(processor)
            .writer(writer)
            .faultTolerant()
            .skip(FlatFileParseException.class)
            .skipLimit(50)
            .build();
    }
}

chunk(500, txManager) means: read 500 items, process each, hand the list of 500 to the writer, commit one transaction, repeat. The chunk is the unit of restart and the unit of rollback.

Read the full file on GitHub · 250 lines

Files

What ships with it

5 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.

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. 9d ago First seen · 250 lines · 66 tokens per session scan A 3f378784c248

Subscribe to this mod's changes

spring-batch is a skill published in the GitHub repository rrezartprebreza/spring-boot-skills (260 stars, last pushed yesterday), licensed MIT. It adds 66 tokens to every session and 2,591 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 2026-08-30.

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