Multi-Cloud Product Docs/API Benchmark

Use this skill when the user wants cross-cloud documentation/API comparison for similar products.

Supported clouds

• Alibaba Cloud
• AWS
• Azure
• GCP
• Tencent Cloud
• Volcano Engine
• Huawei Cloud

Data source policy

• L0 (highest): user-pinned official links via --<provider>-links
• L1: machine-readable official metadata/source
  • GCP: Discovery API
  • AWS: API Models repository
  • Azure: REST API Specs repository
• L2: official-domain constrained web discovery fallback
• L3: insufficient discovery (low confidence)

Workflow

Run the benchmark script:

python skills/platform/docs/alicloud-platform-multicloud-docs-api-benchmark/scripts/benchmark_multicloud_docs_api.py --product "<产品关键词>"

Example:

python skills/platform/docs/alicloud-platform-multicloud-docs-api-benchmark/scripts/benchmark_multicloud_docs_api.py --product "serverless"

LLM 平台横评示例（百炼/Bedrock/Azure OpenAI/Vertex AI/混元/方舟/盘古）：

python skills/platform/docs/alicloud-platform-multicloud-docs-api-benchmark/scripts/benchmark_multicloud_docs_api.py --product "百炼" --preset "llm-platform"

如不传 --preset，脚本会根据关键词自动尝试匹配预设。

评分权重可通过 profile 切换（见 references/scoring.json）：

python skills/platform/docs/alicloud-platform-multicloud-docs-api-benchmark/scripts/benchmark_multicloud_docs_api.py --product "百炼" --preset "llm-platform" --scoring-profile "llm-platform"

Optional: pin authoritative links

Auto-discovery may miss pages. For stricter comparison, pass official links manually:

python skills/platform/docs/alicloud-platform-multicloud-docs-api-benchmark/scripts/benchmark_multicloud_docs_api.py \
  --product "object storage" \
  --aws-links "https://docs.aws.amazon.com/AmazonS3/latest/userguide/Welcome.html" \
  --azure-links "https://learn.microsoft.com/azure/storage/blobs/"

Available manual flags:

• --alicloud-links
• --aws-links
• --azure-links
• --gcp-links
• --tencent-links
• --volcengine-links
• --huawei-links

Each flag accepts comma-separated URLs.

Output policy

All artifacts must be written under:

output/alicloud-platform-multicloud-docs-api-benchmark/

Per run:

• benchmark_evidence.json
• benchmark_report.md

Reporting guidance

When answering the user:

1. Show score ranking across all providers.
2. Highlight top gaps (P0/P1/P2) and concrete fix actions.
3. If discovery confidence is low, ask user to provide pinned links and rerun.

References

• Rubric: references/review-rubric.md