SKILL verified Apache-2.0 Self-run

Maxcompute Semantic

Name: Maxcompute Semantic
Availability: InStock
Author: aliyun

skill-aliyun-maxcompute-semantic-skill · by aliyun

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.

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Install

$ agentstack add skill-aliyun-maxcompute-semantic-skill

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

✓ Prompt-injection patterns
✓ Secret / credential exfiltration
✓ Dangerous shell & filesystem operations
✓ Untrusted network calls
✓ Known-malicious package signatures

What it can access

✓ Network access No
✓ Filesystem access No
✓ Shell / process execution No
✓ Environment & secrets No
✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

maxcompute-semantic

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 |

Query-flow build ban

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.

Runtime skill commands

mcs skill catalog          # list available runtime workflows
mcs skill get query        # load the query workflow
mcs skill get query --full # include references

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Author: aliyun
Source: aliyun/maxcompute-semantic
License: Apache-2.0
Homepage: https://aliyun.github.io/maxcompute-semantic/

Install and usage instructions live in the source repository linked above.

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Versions

v0.1.0 Imported from the upstream source.