Unbounded Query

adobe/skills/plugins/aem/cloud-service/skills/code-assessment/unbounded-query

by adobe940b8795c0dfApache-2.0197 starsListed Oct 9, 2026Updated Oct 8, 2026Repository updated today

AEM Cloud Service expert skill — handle an explicitly-unbounded query (`p.limit=-1` predicate or JCR `setLimit(-1)`): bound it when capping is provably safe, otherwise flag it for human pagination. Use for "bound my query", "unbounded query", "query causing OOM", or a scan that flags `p.limit=-1`. Top CSO OOM cause: an unbounded result set traversed in a loop fills the heap and saturates the instance. The analyzer locates the explicit markers; the recipe triages each by how the result is consumed — single-result → 1, already-bounded list → N, iterate-all on the request path → escalate. Never silently cap a result the caller reads in full.

Instructions onlySoftware Development
AI-generated overview

Triages unbounded AEM Cloud Service queries (p.limit=-1 or setLimit(-1)), bounding only provably safe sites and flagging the rest.

What it does
This skill handles explicitly unbounded AEM Cloud Service queries, identified by a QueryBuilder p.limit=-1 predicate or a JCR setLimit(-1) call. It classifies each flagged call site by how the result is consumed and applies a narrow bound only where capping is provably safe, such as single-result reads or already-bounded lists. Sites that iterate all rows on the request path are left unedited and escalated for human pagination. It never commits; every applied edit is reviewed in the diff.
When to use it
Use it when a query is implicated in an out-of-memory or heap incident, when a scan flags an unbounded query, or when someone asks to bound a query. It fits requests such as "bound my query", "unbounded query", or "query causing OOM". It is not for queries that already set a positive bound or for pagination tuning of an already-bounded query.
Requirements
Instructions only; no scripts are shipped. It expects an AEM Cloud Service codebase and references an analyzer script and runbook files that are not part of this skill folder.

Unbounded query — AEM as a Cloud Service

This pattern is executed by the code-assessment runbook — follow ../references/runbook.md for the full flow (preflight → plan → apply → verify, run log). This skill supplies the detection + recipe the runbook applies.

Overview

A query asked to return everything — a QueryBuilder predicate p.limit=-1, or a JCR Query.setLimit(-1) — loads the entire result set into heap. When that result grows and the rows are traversed in a loop, the heap fills and the instance OOMs: this is the top co-occurring cause of out-of-memory outages in the CSO dataset.

-1 means the caller wants every row, so capping is not behaviour-neutral. Lowering it to a fixed bound silently drops rows whenever the real result exceeds the cap — trading a loud OOM for a silent data/count/UI bug. So this pattern does not blanket-cap: it triages each site by how the result is consumed (Resolution contract below), bounds only where that is provably safe, and escalates the rest for human pagination rather than editing them. The skill never commits — every applied edit is reviewed in the diff.

Classification — confirm this pattern applies

  • A QueryBuilder predicate map sets p.limit to -1 (…put("p.limit", "-1")), or a JCR/javax.jcr.query.Query (or QueryManager-built query) calls setLimit(-1).
  • The user asks to "bound a query", mentions an "unbounded query", or a query implicated in an OOM / heap incident; or a scan flagged unbounded-query.
  • Not this pattern: a query that already sets a positive bound (p.limit=100, setLimit(100)); a -1 on a different predicate key (only p.limit is the marker); pagination tuning of an already-bounded query.

Discovery

Detection is performed by the analyzer (../scripts/analyze.sh), run by the runbook:

bash
bash ../scripts/analyze.sh <workspace-root> --pattern unbounded-query

Match criteria (what the detector flags): the two explicit unbounded markers, matched on source literals (parse-level, no type resolution):

  • …put("p.limit", "-1") — a QueryBuilder predicate-map entry whose key is exactly p.limit and value is "-1", written inline or referenced through a same-file final constant (e.g. UNLIMITED_RESULT = "-1").
  • …setLimit(-1) — a setLimit call whose single argument is -1, inline or via a same-file final constant.

Emitted at the call's line, with the call as the snippet. The match is on the marker value (literal or a same-file constant resolving to it), so a bounded query ("100", setLimit(100)) or a -1 on any other key is not flagged — precise by construction, no scope analysis needed.

Resolution contract

guided — triage each flagged site by how the result is consumed; the safe automatic edit is narrow, and the default for "iterate-all on the request path" is to flag for human pagination, not edit. Cardinal rule: never silently cap a result the caller reads in full.

Call-site shapeActionDisposition
Single-result — reads first hit only (.get(0), .next() once, getFirstResource()), no getTotalMatches()bound → 1apply
Already-bounded list — caller shows top-N / already pagesbound → N / page sizeapply
Iterate-all, local + simple — query build + result loop in one method, stable sort, no post-filterwrap in p.offset loopapply (mark review)
Iterate-all, request path — cross-method, post-filtered, aggregate/count, or unsorteddo not editskipped: needs-pagination
Off-request migration / batchskipskipped: bound-changes-correctness
Test code (src/test/)skipskipped: test-scope

Bounding is the exception (provably safe sites); escalation is the default when safety cannot be proven. The recipe gives the per-branch edits and the exact reason strings.

Review checklist

  • The fix matches how the result is consumed (single-hit → 1; bounded list → N; iterate-all → paginate or escalate)
  • No request-path query that consumes all rows was silently capped — those are skipped: needs-pagination
  • Where a bound was applied, the caller cannot legitimately exceed it (or paging was added)
  • No getTotalMatches() / count dependency broken by the new limit
  • Paging (where added) has a stable sort and survives any post-query filter
  • Surgical edit — no reformatting

Recipe

Read recipe.md [blocked] in full before editing: input contract, the triage decision table, per-branch edits (QueryBuilder predicate, JCR setLimit, offset paging), the escalation reason strings, skip policy, before/after, editing strategy.

Handoff

The skill never commits. See ../references/git-workflow.md for git vs in-place handoff and the suggested commit message.

Source and attribution

Source:adobe/skillsinplugins/aem/cloud-service/skills/code-assessment/unbounded-queryat commit940b879

License: Apache-2.0

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