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mcs onboarding and profile workflow — measured AI agent skill | DecimalAI

aliyun/onboarding

SkillScore100Maintained

Use when creating, linking, editing, importing/exporting, diagnosing, or version-recovering MaxCompute semantic profiles.

by aliyun

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

DevOps & SRE pack

decimalai skills pull aliyun-onboarding

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/aliyun-onboarding/SKILL.md

Raw file: /s/aliyun-onboarding/SKILL.md ↗ · machine-readable summary at /s/aliyun-onboarding.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 6d ago

Yes — +73% lift-66% tokens0% turns100% of whole cases pass with skill (22/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-52%	0%
case-02	✗→✓	▲ Improved	-81%	0%
case-03	✗→✓	▲ Improved	-59%	0%
case-04	✗→✓	▲ Improved	-61%	0%
case-05	✗→✓	▲ Improved	-72%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

aliyun / maxcompute-semantic

src/maxcompute_semantic/_skill_data/onboarding/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/1/2026Version v1Bundled 3 files

Skill contents

references/

SKILL.md

mcs onboarding and profile workflow

Use this workflow for setup and profile maintenance, not for answering a single data question.

Common commands

bash
mcs -f json doctor
mcs profile create
mcs link bind PROFILE
mcs profile show PROFILE --format json
mcs profile update PROFILE --from-spec '<json>'
mcs profile export PROFILE
mcs profile import PATH

For profile history and recovery:

bash
mcs profile log --profile PROFILE
mcs profile log-show REF --profile PROFILE
mcs profile diff REF_A REF_B --profile PROFILE
mcs profile reset --to REF --profile PROFILE
mcs profile fork FORK_NAME --from REF --profile PROFILE

See references/onboarding.md, references/profile-editor.md, and references/profile-history.md.

Want to see if aliyun/onboarding would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.