メニュー
Use when the user wants to run SQL against Alibaba Cloud MaxCompute (ODPS), inspect MaxCompute schemas, build or maintain a semantic package, enrich package semantics, manage MaxCompute UDFs, or record verified/failed SQL memory through the `mcs` CLI.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Use when the user wants to file an upstream bug / issue / feature request against the maxcompute-semantic skill itself ("report a bug", "file an issue", "提 issue", "file this upstream"). Routes to the internal Aone workitem tracker when the `a1` CLI is present, otherwise to GitHub Issues.
Use when answering MaxCompute data questions, writing SQL, inspecting schema for a query, using cold-start live metadata, reviewing SQL, cost-gating, executing SQL, or recording verified/failed query memory.
Use when creating, linking, editing, importing/exporting, diagnosing, or version-recovering MaxCompute semantic profiles.
Use when the user explicitly asks to build, refresh, onboard, or maintain a MaxCompute semantic package.
Review and apply semantic-package proposals generated from build evidence. Use when maintaining package semantics through an agent rather than writing direct annotations.
Use when recording, recalling, listing, showing, removing, clearing, or running reindex for verified/failed SQL and domain notes.
| name | maxcompute-semantic |
| description | Use when the user wants to run SQL against Alibaba Cloud MaxCompute (ODPS), inspect MaxCompute schemas, build or maintain a semantic package, enrich package semantics, manage MaxCompute UDFs, or record verified/failed SQL memory through the `mcs` CLI. |
This installed file is a discovery stub. Before using mcs for real work,
load the runtime workflow that matches the task:
| Intent | Load |
|---|---|
| Answer a data question / write SQL / inspect schema for a query | mcs skill get query |
Query when mcs show reports no semantic package | mcs skill get query |
| Build / refresh / onboard a semantic package | mcs skill get build |
| Review / apply annotation suggestions, semantic-package proposals, or enrich semantics | mcs skill get enrich |
| Create, link, edit, or diagnose profiles | mcs skill get onboarding |
| Record or recall verified / failed SQL | mcs skill get memory |
| Create or manage MaxCompute UDFs | mcs skill get udf |
| File an upstream bug / issue against this skill | mcs skill get report-issue |
When answering a data question, producing SQL, inspecting schema for a query,
or recovering from a query error, never run mcs build or mcs package propose.
If mcs show or mcs status reports no build data / no semantic package,
load mcs skill get query and use its cold-start workflow with live
mcs meta commands. mcs sql review still runs syntax / dialect checks
without a package; use those issues, but expect semantic hints and coverage
to be skipped.
Run mcs build only when the user explicitly asks to build, refresh,
onboard, or maintain a semantic profile.
mcs skill catalog # list available runtime workflows
mcs skill get query # load the query workflow
mcs skill get query --full # include references