Now liveThe Skillselion MCP - thousands of ranked skills, loaded into your agent mid-task. No install.Get it →
cinience avatar

Alicloud Data Analytics Dataanalysisgbi Test

  • 157 installs
  • 396 repo stars
  • Updated July 18, 2026
  • cinience/alicloud-skills

Validate DataAnalysis GBI dashboards, queries, and generative insights on Alibaba Cloud before analysts and stakeholders rely on them.

About

Tests Alibaba Cloud DataAnalysis GBI to confirm queries, dashboards, and generative business insights match expected metrics and data freshness. Prevents misleading charts and broken ETL dependencies from reaching executives and operations teams.

  • GBI dashboard validation
  • Query and metric checks
  • Generative insight smoke tests
  • Alibaba analytics integration
  • Data freshness verification

Alicloud Data Analytics Dataanalysisgbi Test by the numbers

  • 157 all-time installs (skills.sh)
  • Ranked #726 of 2,064 Data Science & ML skills by installs in the Skillselion catalog
  • Data as of Aug 5, 2026 (Skillselion catalog sync)
npx skills add https://github.com/cinience/alicloud-skills --skill alicloud-data-analytics-dataanalysisgbi-test

Add your badge

Show developers this skill is listed on Skillselion. Paste this into your README.

Listed on Skillselion
Installs157
repo stars396
Last updatedJuly 18, 2026
Repositorycinience/alicloud-skills

What it does

Validate DataAnalysis GBI dashboards, queries, and generative insights on Alibaba Cloud before analysts and stakeholders rely on them.

Files

SKILL.mdMarkdownGitHub ↗

Category: service

Cloud Backup

Use Alibaba Cloud OpenAPI (RPC) with official SDKs or OpenAPI Explorer to manage resources for Cloud Backup.

Workflow

1) Confirm region, resource identifiers, and desired action. 2) Discover API list and required parameters (see references). 3) Call API with SDK or OpenAPI Explorer. 4) Verify results with describe/list APIs.

AccessKey priority (must follow)

1) Environment variables: ALIBABACLOUD_ACCESS_KEY_ID / ALIBABACLOUD_ACCESS_KEY_SECRET / ALIBABACLOUD_REGION_ID Region policy: ALIBABACLOUD_REGION_ID is an optional default. If unset, decide the most reasonable region for the task; if unclear, ask the user. 2) Shared config file: ~/.alibabacloud/credentials

API discovery

  • Product code: hbr
  • Default API version: 2017-09-08
  • Use OpenAPI metadata endpoints to list APIs and get schemas (see references).

High-frequency operation patterns

1) Inventory/list: prefer List* / Describe* APIs to get current resources. 2) Change/configure: prefer Create* / Update* / Modify* / Set* APIs for mutations. 3) Status/troubleshoot: prefer Get* / Query* / Describe*Status APIs for diagnosis.

Minimal executable quickstart

Use metadata-first discovery before calling business APIs:

python scripts/list_openapi_meta_apis.py

Optional overrides:

python scripts/list_openapi_meta_apis.py --product-code <ProductCode> --version <Version>

The script writes API inventory artifacts under the skill output directory.

Output policy

If you need to save responses or generated artifacts, write them under: output/aliyun-hbr-backup/

Validation

mkdir -p output/aliyun-hbr-backup
for f in skills/backup/aliyun-hbr-backup/scripts/*.py; do
  python3 -m py_compile "$f"
done
echo "py_compile_ok" > output/aliyun-hbr-backup/validate.txt

Pass criteria: command exits 0 and output/aliyun-hbr-backup/validate.txt is generated.

Output And Evidence

  • Save artifacts, command outputs, and API response summaries under output/aliyun-hbr-backup/.
  • Include key parameters (region/resource id/time range) in evidence files for reproducibility.

Prerequisites

  • Configure least-privilege Alibaba Cloud credentials before execution.
  • Prefer environment variables: ALIBABACLOUD_ACCESS_KEY_ID, ALIBABACLOUD_ACCESS_KEY_SECRET, optional ALIBABACLOUD_REGION_ID.
  • If region is unclear, ask the user before running mutating operations.

References

  • Sources: references/sources.md

Related skills

Data Science & MLanalyticspipelinesetl

This week in AI coding

Five minutes, every Monday - the tools, releases and tactics for developers.

unsubscribe anytime.