aa-conversion-funnel-a…
Analyzes a multi-step conversion funnel to find where visitors drop off and which steps have…
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
$ npx -y skills add adobe/skills --skill unbounded-query --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/unbounded-queryContext preview
The summary Claude sees to decide when to auto-load this skill.
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
name: unbounded-query description: "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." license: Apache-2.0
> This pattern is executed by the code-assessment runbook — follow [`../references/runbook.md`](../references/runbook.md) for the full flow (preflight → plan → apply → verify, run log). This skill supplies the detection + recipe the runbook applies.
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.
Detection is performed by the analyzer ([`../scripts/analyze.sh`](../scripts/README.md)), run by the runbook:
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):
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.
**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 shape | Action | Disposition | |---|---|---| | **Single-result** — reads first hit only (`.get(0)`, `.next()` once, `getFirstResource()`), no `getTotalMatches()` | bound → **1** | apply | | **Already-bounded list** — caller shows top-N / already pages | bound → **N / page size** | apply | | **Iterate-all, local + simple** — query build + result loop in one method, stable sort, no post-filter | wrap in `p.offset` loop | apply (mark review) | | **Iterate-all, request path** — cross-method, post-filtered, aggregate/count, or unsorted | **do not edit** | skipped: `needs-pagination` | | **Off-request migration / batch** | skip | skipped: `bound-changes-correctness` | | **Test code** (`src/test/`) | skip | skipped: `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.
Read [`recipe.md`](recipe.md) 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.
The skill never commits. See [`../references/git-workflow.md`](../references/git-workflow.md) for git vs in-place handoff and the suggested commit message.
Repo: adobe/skills
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