alicloud-platform-multicloud-docs-api-benchmarkBenchmark similar product documentation and API documentation across Alibaba Cloud, AWS, Azure, GCP, Tencent Cloud, Volcano Engine, and Huawei Cloud. Given one product keyword, auto-discover latest official docs/API links, score quality consistently, and output detailed prioritized improvement recommendations.
Install via ClawdBot CLI:
clawdbot install cinience/alicloud-platform-multicloud-docs-api-benchmarkUse this skill when the user wants cross-cloud documentation/API comparison for similar products.
L0 (highest): user-pinned official links via ---links L1: machine-readable official metadata/sourceL2: official-domain constrained web discovery fallbackL3: insufficient discovery (low confidence)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"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-linksEach flag accepts comma-separated URLs.
All artifacts must be written under:
output/alicloud-platform-multicloud-docs-api-benchmark/
Per run:
benchmark_evidence.jsonbenchmark_report.mdWhen 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/review-rubric.mdGenerated Mar 1, 2026
An enterprise planning to migrate workloads from one cloud provider to another uses this skill to compare documentation and API quality for similar services, ensuring smooth transition and minimal disruption. It helps identify gaps in target cloud docs to preemptively address training and integration challenges.
A cloud architect designing a hybrid or multi-cloud solution benchmarks documentation across providers to select services with the best API clarity and support, reducing development time and operational risks. This ensures consistent implementation and easier maintenance across different platforms.
A software development team building a product that integrates with multiple cloud platforms uses this skill to evaluate API documentation quality, prioritizing providers with comprehensive and up-to-date docs to accelerate integration and reduce debugging efforts.
A compliance officer or procurement team assesses cloud providers by benchmarking their official documentation and API standards to ensure regulatory adherence and service reliability. This aids in vendor selection based on transparency and support quality.
An IT training organization uses this skill to compare documentation across clouds, identifying the best resources for creating educational materials or onboarding new engineers. It helps focus training on providers with the most accessible and high-quality docs.
Offer this skill as a subscription-based SaaS tool for cloud engineering teams, providing automated benchmarking reports to optimize multi-cloud strategies. Revenue is generated through tiered pricing based on usage frequency and number of providers analyzed.
Provide consulting services where experts use this skill to deliver customized benchmarking reports for clients undergoing cloud migrations or multi-cloud deployments. Revenue comes from project-based fees and ongoing support contracts.
Integrate this skill into existing DevOps or cloud management platforms as an add-on feature, enhancing their toolkits with automated documentation analysis. Revenue is generated through licensing fees or a revenue-sharing model with platform partners.
💬 Integration Tip
Integrate this skill into CI/CD pipelines to automatically benchmark API docs during development cycles, ensuring consistent quality checks across cloud services.
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