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SAP Datasphere development skill with 3 specialized agents, 5 slash commands, and validation hooks.
Passed 20 of 21 test cases with the skill, and 15 of 21 without it.
and 7 more in the full report
5 fixed16 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
When setting up client credentials authentication for the SAP Datasphere MCP server, which four specific environment variable names must be configured?
| Checked | Without skill | With skill |
|---|---|---|
| Lists DATASPHERE_BASE_URL as a required environment variable. | Missed | Passed |
| Lists DATASPHERE_TOKEN_URL as a required environment variable. | Passed | Passed |
The instructions your model reads when the skill loads.
SAP Datasphere is SAP's cloud-native data warehouse solution on SAP Business Technology Platform (BTP). It serves as the data foundation within SAP Business Data Cloud (BDC), SAP's unified data and analytics platform that also includes SAP Analytics Cloud, SAP HANA Cloud, SAP Databricks, and curated data products. See references/business-data-cloud.md for the BDC architecture and how Datasphere fits within it.
This skill provides comprehensive guidance for data acquisition, preparation, modeling, administration, and integration.
test cases passed, vs 15 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.