Content
80%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A strong, highly actionable reference-hub skill body: executable CLI/SQL/SDK examples, excellent progressive disclosure into seven real one-level-deep references, and honest version-surface caveats. The main gaps are the absence of post-change verification checkpoints for governance operations (capping workflow clarity) and some repeated CLI-version warnings.
Suggestions
Add explicit verification checkpoints after state-changing operations — e.g., follow the GRANT/REVOKE example with a confirming `SHOW GRANTS ON SCHEMA analytics.gold` step so changes are validated rather than assumed (workflow_clarity).
State the "CLI surface varies by version" caveat once (in the intro blockquote) and refer back to it from the positional-args table and Running SQL sections instead of repeating it nearly verbatim three times (conciseness).
Trim the Related Skills list to the entries with genuine overlap risk (metric-views, iceberg, ai-functions) and compress the remaining sibling pointers into a single line (conciseness).
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is code-dominated with no explanations of concepts Claude already knows, but the "CLI surface varies by version" caveat is repeated three times (intro blockquote, after the positional-args table, in Running SQL) and the 9-entry Related Skills list runs long. Mostly efficient with minor trims available — not 5 because of that redundancy, not 3 because virtually all prose carries operational content. | 4 / 5 |
Actionability | Fully executable, copy-paste-ready guidance throughout: CLI commands with the version-stable `--json` form, volume `fs` operations with the required `dbfs:` scheme, GRANT/REVOKE/SHOW GRANTS SQL, ready system-table queries, and a Python SDK fallback — with placeholders explicitly resolved ("run `databricks warehouses list`"). Matches the fully-executable anchor covering common cases. | 5 / 5 |
Workflow Clarity | Sequences exist (create objects → grant access → query system tables) with a pre-flight check ("confirm the CLI and the subcommand exist. Run `databricks --version`") and fallback-on-error guidance, but state-changing database operations lack verify-after-change checkpoints — e.g., no `SHOW GRANTS` confirmation step after a GRANT/REVOKE. Per the rubric, database-operation workflows missing validation are capped at 3; not lower because the pre-flight check and fallback paths are present. | 3 / 5 |
Progressive Disclosure | A clean overview body with a navigable Reference Files table; all 7 referenced files exist and are one level deep (they link only to sibling references, verified). The privilege model, per-table schemas, and other bulk detail correctly live in the reference files, and quick-start examples stay in the body. Easy navigation, appropriate split. | 5 / 5 |
Total | 17 / 20 Passed |