Django Celery Expert
vintasoftware/django-ai-plugins
Expert Django Celery guidance for asynchronous task processing.
A skill your agent uses when building batch jobs, ETL pipelines, scheduled imports/exports, or any chunk-oriented bulk processing with Spring Batch.
$ npx skills add rrezartprebreza/spring-boot-skills --skill spring-batch -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rrezartprebreza/spring-boot-skills spring-batch --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/rrezartprebreza/spring-boot-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/spring-boot-3/spring-batch .claude/skills/spring-batch && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "spring-batch" agent skill from https://github.com/rrezartprebreza/spring-boot-skills/tree/main/skills/spring-boot-3/spring-batch into .claude/skills/spring-batch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-batch", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/rrezartprebreza/spring-boot-skills/tree/main/skills/spring-boot-3/spring-batchType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add rrezartprebreza/spring-boot-skills --skill spring-batch -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rrezartprebreza/spring-boot-skills spring-batch --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rrezartprebreza/spring-boot-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/spring-boot-3/spring-batch .agents/skills/spring-batch && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "spring-batch" agent skill from https://github.com/rrezartprebreza/spring-boot-skills/tree/main/skills/spring-boot-3/spring-batch into .agents/skills/spring-batch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-batch", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rrezartprebreza/spring-boot-skills --skill spring-batch -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rrezartprebreza/spring-boot-skills spring-batch --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rrezartprebreza/spring-boot-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/spring-boot-3/spring-batch .cursor/skills/spring-batch && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "spring-batch" agent skill from https://github.com/rrezartprebreza/spring-boot-skills/tree/main/skills/spring-boot-3/spring-batch into .cursor/skills/spring-batch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-batch", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/rrezartprebreza/spring-boot-skills.git --path skills/spring-boot-3/spring-batch--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add rrezartprebreza/spring-boot-skills --skill spring-batch -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rrezartprebreza/spring-boot-skills spring-batch --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rrezartprebreza/spring-boot-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/spring-boot-3/spring-batch .gemini/skills/spring-batch && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "spring-batch" agent skill from https://github.com/rrezartprebreza/spring-boot-skills/tree/main/skills/spring-boot-3/spring-batch into .gemini/skills/spring-batch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-batch", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install rrezartprebreza/spring-boot-skills spring-batchInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add rrezartprebreza/spring-boot-skills --skill spring-batch -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/rrezartprebreza/spring-boot-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/spring-boot-3/spring-batch .github/skills/spring-batch && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "spring-batch" agent skill from https://github.com/rrezartprebreza/spring-boot-skills/tree/main/skills/spring-boot-3/spring-batch into .github/skills/spring-batch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-batch", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rrezartprebreza/spring-boot-skills --skill spring-batch -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rrezartprebreza/spring-boot-skills spring-batch --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rrezartprebreza/spring-boot-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/spring-boot-3/spring-batch .opencode/skills/spring-batch && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "spring-batch" agent skill from https://github.com/rrezartprebreza/spring-boot-skills/tree/main/skills/spring-boot-3/spring-batch into .opencode/skills/spring-batch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-batch", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
spring-batchA skill your agent uses when building batch jobs, ETL pipelines, scheduled imports/exports, or any chunk-oriented bulk processing with Spring Batch.
Spring Batch is an agent skill from rrezartprebreza/spring-boot-skills. Use when building batch jobs, ETL pipelines, scheduled imports/exports, or any chunk-oriented bulk processing with Spring Batch. Covers the Spring Batch 5 / Boot 3 builder API, restartability and idempotent job parameters, reader/writer thread-safety, fault tolerance, and chunk transaction boundaries.
Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files (for example `agents/openai.yaml`).
It sits in Backend & APIs, covering Background jobs, Backend development and Data pipelines and ETL. It works with Spring Boot. The repository describes itself as: Production-grade Claude Code and Codex skills for Spring Boot developers. The licence is MIT.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit f0c06a0. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships script files (Java), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Spring Batch loads about 2.8k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 868 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from rrezartprebreza/spring-boot-skills at commit f0c06a0, republished under its MIT licence (© rrezartprebreza). 868 words, ~2,782 tokens.
.claude/skills/spring-batch/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.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:
@EnableBatchProcessing. Boot auto-configures the JobRepository,
JobLauncher, and transaction manager. Adding @EnableBatchProcessing disables that
auto-configuration and you lose all the wired beans.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.@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.
A JobInstance is identified by its identifying JobParameters. Launch the same job with the
same identifying parameters twice and you get:
JobInstanceAlreadyCompleteException: A job instance already exists and is completeThis is by design — Batch refuses to re-run completed work. Two ways to handle it:
// Option A — RunIdIncrementer on the job (above) + JobLauncherApplicationRunner bumps run.id each launch.
// Option B — add a unique identifying parameter yourself when launching:
JobParameters params = new JobParametersBuilder()
.addString("status", "COMPLETED") // identifying — part of the instance key
.addLong("run.id", System.currentTimeMillis()) // identifying & unique — makes each run a new instance
.toJobParameters();Mark a parameter non-identifying with the false flag when it's metadata that shouldn't change
the instance identity (e.g. a request id you log but don't key on):
.addString("requestId", requestId, false) // non-identifying — excluded from the instance keyA failed job, by contrast, is resumed when relaunched with the same parameters — it skips completed steps and restarts the failed step from the last committed chunk. That is the point of the metadata tables. Don't defeat it by always passing a unique parameter if you want resume-on-failure.
@Bean
@StepScope // required: late-binds jobParameters at step execution, not context startup
public JpaPagingItemReader<Order> orderReader(
EntityManagerFactory emf,
@Value("#{jobParameters['status']}") String status) {
return new JpaPagingItemReaderBuilder<Order>()
.name("orderReader")
.entityManagerFactory(emf)
.queryString("SELECT o FROM Order o WHERE o.status = :status ORDER BY o.id") // ORDER BY is MANDATORY
.parameterValues(Map.of("status", OrderStatus.valueOf(status)))
.pageSize(500) // keep pageSize == chunk size
.build();
}ORDER BY on a unique column. Without it the DB returns
rows in arbitrary order across pages → rows get skipped or processed twice. This is silent
data corruption, not an error.JdbcCursorItemReader is NOT thread-safe. JdbcPagingItemReader / JpaPagingItemReader are
safe for multi-threaded steps. For a non-thread-safe reader in a multi-threaded step, wrap it in
SynchronizedItemStreamReader.status from
PENDING to DONE while the reader pages WHERE status = 'PENDING' ORDER BY id, the result set
shifts under you and pages are missed. Read into a stable snapshot, page by immutable id, or use
a cursor reader.@Component
public class OrderProcessor implements ItemProcessor<Order, OrderRow> {
@Override
public OrderRow process(Order order) {
if (order.getTotal().isZero()) {
return null; // ⚠️ null = FILTER this item; it is NOT written and NOT an error
}
return OrderRow.from(order);
}
}Returning null silently drops the item from the chunk. That's a feature (filtering) but a footgun
if you returned null by accident expecting it to pass through.
In 5.x the writer receives a Chunk<? extends T>, not List<? extends T>:
@Override
public void write(Chunk<? extends OrderRow> chunk) { // was List<? extends T> in 4.x
repository.saveAll(chunk.getItems());
}For SQL writes, prefer the batched JDBC writer over per-row saves — it uses one addBatch():
@Bean
public JdbcBatchItemWriter<OrderRow> orderWriter(DataSource dataSource) {
return new JdbcBatchItemWriterBuilder<OrderRow>()
.dataSource(dataSource)
.sql("INSERT INTO order_export (id, total) VALUES (:id, :total)")
.beanMapped()
.build();
}The writer runs inside the chunk transaction. Never fire emails, publish to Kafka, or call webhooks from a writer — if the chunk rolls back you've already sent it. Bind side effects to the job completion instead (see [[transactional-patterns]] and the listener below).
Boot runs every Job bean on startup by default. For scheduled or on-demand jobs, turn that off
and launch explicitly:
spring:
batch:
job:
enabled: false # don't run jobs on app startup; we trigger them ourselves
jdbc:
initialize-schema: never # manage BATCH_* tables with Flyway in prod (see below)@Component
@RequiredArgsConstructor
public class OrderExportScheduler {
private final JobLauncher jobLauncher;
private final Job orderExportJob;
@Scheduled(cron = "0 0 2 * * *")
public void runNightly() throws JobExecutionException {
JobParameters params = new JobParametersBuilder()
.addString("status", "COMPLETED")
.addLong("run.id", System.currentTimeMillis())
.toJobParameters();
jobLauncher.run(orderExportJob, params);
}
}The default JobLauncher is synchronous (SyncTaskExecutor) — jobLauncher.run(...) blocks the
@Scheduled thread until the whole job finishes. For fire-and-forget, configure the launcher with an
async TaskExecutor, or trigger from a request thread only if you accept the block.
Spring Batch needs its BATCH_JOB_INSTANCE, BATCH_JOB_EXECUTION, BATCH_STEP_EXECUTION, … tables.
initialize-schema: always is fine for dev/embedded DBs but don't let Batch DDL your production
database on startup. Set initialize-schema: never and ship the schema as a versioned
[[flyway-migrations]] migration (the canonical DDL lives in org/springframework/batch/core/schema-*.sql
inside spring-batch-core).
@Bean
public Job orderExportJob(JobRepository jobRepository, Step exportStep) {
return new JobBuilder("orderExportJob", jobRepository)
.incrementer(new RunIdIncrementer())
.listener(new JobExecutionListener() {
@Override public void afterJob(JobExecution exec) {
if (exec.getStatus() == BatchStatus.COMPLETED) {
notifier.notifyExportReady(exec.getJobParameters()); // safe: all chunks committed
}
}
})
.start(exportStep)
.build();
}Spring Batch earns its complexity (metadata tables, restart, chunking) on large, restartable,
auditable bulk jobs. For a quick one-off async task, @Async or a @Scheduled loop is lighter.
For durable background jobs with retry, a job queue is a better fit. Match the tool to the scale.
@EnableBatchProcessing — on Boot 3 it disables auto-config; remove it, just inject JobRepositoryJobBuilderFactory / StepBuilderFactory — removed in Batch 5; use new JobBuilder(name, repo) / new StepBuilder(name, repo).chunk(500) without a transaction manager — Batch 5 requires .chunk(500, txManager)write(List<? extends T> items) — Batch 5 signature is write(Chunk<? extends T> chunk)JobInstanceAlreadyCompleteException — add RunIdIncrementer or a unique identifying paramORDER BY (or a non-unique one) — pages skip/duplicate rows silently; order by a unique columnJdbcCursorItemReader in a multi-threaded step — not thread-safe; use a paging reader or SynchronizedItemStreamReadernull from a processor expecting pass-through — null filters (drops) the itemItemWriter — runs inside the chunk TX; do it in an afterJob listener@StepScope on a reader that reads jobParameters — @Value("#{jobParameters[...]}") only binds in step scopespring.batch.job.enabled=false and launch explicitlyinitialize-schema: always DDL the prod DB — use never + a Flyway migration for the BATCH_* tables© rrezartprebreza, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 5 other files in skills/spring-boot-3/spring-batch of rrezartprebreza/spring-boot-skills.
Open the folder on GitHubat commit f0c06a0
Spring Batch next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Spring Batch this skillrrezartprebreza/spring-boot-skills | 298 | — | ~2.8k | Automated safety check: Pass | MIT | |
| Django Celery Expertvintasoftware/django-ai-plugins | 151 | — | ~1.2k | Automated safety check: Pass | None | |
| Python Projectmajiayu000/spellbook | 286 | — | ~2.7k | Automated safety check: Notes | MIT | |
| ModalBioTender-max/awesome-bio-agent-skills | 197 | — | ~3.1k | Automated safety check: Notes | Apache-2.0 | |
| Spring Bootpiomin/claude-ai-spring-boot | 1.3k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Dr Jskilljdubois/dr-jskill | 342 | — | ~4.6k | Automated safety check: Notes | Apache-2.0 |
vintasoftware/django-ai-plugins
Expert Django Celery guidance for asynchronous task processing.
majiayu000/spellbook
Modern Python project architecture guide for 2025. An agent skill from majiayu000/spellbook.
BioTender-max/awesome-bio-agent-skills
Cloud computing platform for running Python on GPUs and serverless infrastructure.
piomin/claude-ai-spring-boot
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.
jdubois/dr-jskill
Creates Java + Spring Boot projects: Web applications, full-stack apps with Vue.js or Angular or React or vanilla JS, PostgreSQL, REST APIs, and Docker.
binarywang/WxJava
Plans a WxJava setup for Java, Spring Boot or Solon projects that call WeChat services, from module and BOM choice to config and a minimal working call.
rrezartprebreza/spring-boot-skills
A skill your agent uses when adding Spring AI-specific model observations, token usage, latency, externally configured cost attribution, advisor telemetry, or protected prompt and completion logging.
rrezartprebreza/spring-boot-skills
A skill your agent uses when adding hypermedia links to REST responses, building self-describing APIs, or implementing Spring HATEOAS.
rrezartprebreza/spring-boot-skills
A skill your agent uses when exposing Spring Boot 3 application capabilities through Model Context Protocol tools, resources, or prompts.
rrezartprebreza/spring-boot-skills
A skill your agent uses when exposing Spring Boot 4 application capabilities through Model Context Protocol tools, resources, or prompts.
rrezartprebreza/spring-boot-skills
A skill your agent uses when the project follows API-first / OpenAPI-first approach: generating controller interfaces, DTOs, and clients from an OpenAPI spec.
rrezartprebreza/spring-boot-skills
A skill your agent uses when generating REST controllers, DTOs, success response contracts, pagination, HTTP status mapping, or API versioning.
Works with
Categories
A skill your agent uses when building batch jobs, ETL pipelines, scheduled imports/exports, or any chunk-oriented bulk processing with Spring Batch. Spring Batch is an agent skill from rrezartprebreza/spring-boot-skills. Use when building batch jobs, ETL pipelines, scheduled imports/exports, or any chunk-oriented bulk processing with Spring Batch.
Spring Batch fits situations like: building batch jobs; scheduled imports/exports; any chunk-oriented bulk processing with Spring Batch.
Run `npx skills add rrezartprebreza/spring-boot-skills --skill spring-batch -a claude-code`. Or copy the skill folder (skills/spring-boot-3/spring-batch in rrezartprebreza/spring-boot-skills) into .claude/skills/spring-batch in your project. Claude Code loads it when a task matches its description.
Run `npx skills add rrezartprebreza/spring-boot-skills --skill spring-batch -a codex`. Or copy the skill folder (skills/spring-boot-3/spring-batch in rrezartprebreza/spring-boot-skills) into .agents/skills/spring-batch in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add rrezartprebreza/spring-boot-skills --skill spring-batch -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/spring-batch, .gemini/skills/spring-batch, .github/skills/spring-batch and .opencode/skills/spring-batch in your project.
Going by SKILL.md and its folder, Spring Batch needs Java for the scripts in its folder.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Spring Batch is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.8k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Spring Batch: Django Celery Expert (vintasoftware/django-ai-plugins, 151 stars), Python Project (majiayu000/spellbook, 286 stars), Modal (BioTender-max/awesome-bio-agent-skills, 197 stars) and Spring Boot (piomin/claude-ai-spring-boot, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
rrezartprebreza (a GitHub user) maintains it in rrezartprebreza/spring-boot-skills, which has 298 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on September 21, 2026.
Source: rrezartprebreza/spring-boot-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.