All AEM as a Cloud Service skills: component development, Workflow model design, development, triggering, launchers, debugging, and triaging, Dispatcher config authoring, advisory, incident response, performance tuning, and security hardening, Rapid Development Environment (RDE) deployment, log inspection, snapshots, and troubleshooting via `aio aem rde`, Jackrabbit Oak query/index tuning (property, Lucene index definitions), and extracting/inventorying JCR queries (XPath, SQL2, QueryBuilder) across a codebase.
85%
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Low-risk findings worth noting
Schedules in AEM CS must be declared as OSGi component properties — Scheduler.schedule() is not persisted across restarts. There is no @SlingScheduled annotation in the CS SDK.
Three properties control every scheduler:
| Property | Required value | Why |
|---|---|---|
scheduler.expression | Valid Quartz cron string | Declares the trigger |
scheduler.concurrent:Boolean=false | :Boolean type hint required | Without the hint OSGi treats it as String and concurrent runs are not suppressed |
scheduler.runOn | SINGLE or LEADER for any write or external call | Default ALL fires on every publish pod simultaneously |
Path A — Runnable + OSGi component properties when ALL are true:
@AttributeDefinition-backed valueimplements RunnableScheduleOptions.config(), no per-execution job payload→ Read path-a.md and follow its steps.
Path B — Sling Jobs via JobManager when ANY is true in the legacy source:
config.cronExpression())@Modified re-registers schedules with new config values→ Read path-b.md and follow its steps.
One pattern per session. If the codebase has both kinds, fix one class at a time.
Detection is performed by the analyzer (../scripts/analyze.sh), run by the runbook:
bash ../scripts/analyze.sh <workspace-root> --pattern schedulerMatch criteria (what the detector flags):
implements org.apache.sling.commons.scheduler.Job (import-aware).implements Runnable and carries an OSGi @Component declaring a scheduler.expression / scheduler.name / scheduler.period property.org.apache.sling.commons.scheduler.Scheduler (programmatic use via an injected Scheduler) but has no class-level match — one finding at the file's primary type.Emitted at the class declaration, with the class header as the snippet. Parse-level only — direct implements clause and same-file @Component; reached-via-base-class and constant-valued properties are not resolved.
guided — apply (guided). The analyzer locates and reports each scheduler class; remediation is judgment-based and routed by the Classification above to Path A (path-a.md, Runnable + OSGi properties) or Path B (path-b.md, Sling Jobs via JobManager). Open the chosen path and apply its steps in an apply session.
| Site shape | Disposition |
|---|---|
Single-schedule, hardcoded cron, implements Runnable | apply (guided) → path-a.md |
Config-driven cron, multiple schedules, implements Job, or ScheduleOptions.config() | apply (guided) → path-b.md |
Already Sling Jobs via JobManager with single-execution guard | skipped: already-compliant |
Test code (src/test/) | skipped: test-scope |
Use the path-specific checklists in path-a.md and path-b.md for scheduler mechanics.
Cross-cutting checks:
Runnable; Path B for config-driven or multi-schedule legacy code@SlingScheduled annotationscheduler.schedule(), scheduler.unschedule(), or scheduler.EXPR() calls in the migrated codegetServiceResourceResolver used — not getAdministrativeResourceResolverorg.osgi.service.component.annotations) — no Felix SCRServiceUserMapperImpl.amended configPath A checks:
scheduler.expression is a valid Quartz cron string (6 or 7 fields)scheduler.concurrent:Boolean=false present with the :Boolean type hintscheduler.runOn=SINGLE or LEADER set when the job writes to repo or calls external systemsPath B checks:
job.getProperty("key", Type.class)JobResult.OK, FAILED, or CANCEL is returned from the consumer| Symptom | Log to search | Fix direction |
|---|---|---|
| Scheduler never fires after deployment | none (silent) | Inspect the component's runtime state: if UNSATISFIED, the cause is usually a missing config or a misspelled config field name (scheduler_expression() in Path A, cronExpression() in Path B); if ACTIVE but no executions, the cron property name is misspelled or scheduler.expression is invalid |
| Fires N times per trigger (N = pod count) | none | Add scheduler.runOn=SINGLE to @Component property array |
| Two instances run simultaneously | none | Add scheduler.concurrent:Boolean=false — the :Boolean type hint is mandatory |
| Stops firing with no code change; unrelated workflows also stall | RejectedExecutionException in sling-default pool entries | Thread pool starvation — see diagnosis below |
Thread pool starvation root cause chain:
scheduler.concurrent missing/true → new thread per triggerApacheSlingdefault threads stuckblock policy=ABORT silently rejects new submissions — no log, no executionDiagnose: Developer Console → Thread Pool → ApacheSlingdefault → check active count vs max pool size and block policy.
Fix: add HTTP read timeout to the blocking scheduler; set scheduler.concurrent:Boolean=false; change block policy to RUN via OSGi config in Git.
@SlingScheduled used — the annotation does not exist in the CS SDK; class compiles but schedule is never registered (silent failure).
scheduler.schedule() in @Activate — dynamic registration is not persisted across restarts; schedule disappears on next deployment.
Missing scheduler.runOn on a write-side scheduler — default ALL fires on every publish pod; 3 pods = 3× the JCR writes / external calls per trigger.
Static ResourceResolver field — closed by the repo after idle timeout; subsequent run() invocations throw ClosedResourceResolverException.
scheduler.concurrent=false without :Boolean type hint — OSGi treats it as String, concurrent execution is not suppressed.
| Requirement | Use |
|---|---|
| Stateless periodic task, missed runs on restart OK | Sling Scheduler — Path A |
| Config-driven cron or multiple schedules | Sling Jobs — Path B |
| Task must survive instance restart | Sling Jobs (JobManager.createJob().schedule().cron()) |
| Exactly-once across entire cluster | Sling Jobs + JobConsumer |
| Automatic retry on failure | Sling Jobs (retry per queue config) |
| Per-execution parameters | Sling Jobs (JobBuilder.properties()) |
| Event-driven + time-driven | Sling Jobs (triggered by both addJob() and schedule()) |
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skills
aem-rde
aem-workflow
code-assessment
content-distribution
create-component
assets
references
dispatcher
incident-response
references
dispatcher-foundation
performance-tuning
references
dispatcher-foundation
security-hardening
references
dispatcher-foundation
technical-advisory
references
dispatcher-foundation
workflow-orchestrator
references
dispatcher-foundation
ensure-agents-md
references
migration
references
dispatcher
legacy-ui
template-modernization
validation
scripts
dispatcher-tool
validate-migration