Content
85%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A well-structured, highly actionable skill body with a clear sequenced workflow, executable commands, and clean progressive disclosure into two real reference files. The only weakness is mild redundancy of constraints across sections that could be deduplicated.
Suggestions
Consolidate the recurring 'confirm the output S3 location before executing' constraint into a single authoritative statement rather than repeating it in parameter acquisition, section 6, and Principles.
Remove the 'Always select workgroup before executing' bullet from Principles since section 2 already mandates it as a MUST constraint.
Consider folding the small standalone principles list into the relevant workflow steps to avoid restating rules already expressed as Constraints.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body assumes Claude's competence with no concept padding, but several constraints recur across sections (e.g. 'confirm the output S3 location before executing' in parameter acquisition, section 6, and Principles; workgroup selection restated in Principles), adding tokens that could be tightened. | 2 / 3 |
Actionability | Provides executable commands ('aws sts get-caller-identity', a full 'aws athena start-query-execution' tool call), precise table-addressing syntax ('"awsdatacatalog".database.table', 'Catalog=s3tablescatalog/<BUCKET_NAME>'), and concrete classification/troubleshooting tables. | 3 / 3 |
Workflow Clarity | A clearly sequenced seven-step flow (verify -> workgroup -> asset -> schema -> build -> classify/execute -> present/recover) with explicit confirmation checkpoints for destructive statements and error-recovery feedback loops in the troubleshooting table. | 3 / 3 |
Progressive Disclosure | The body is an overview that delegates detail to two real, one-level-deep reference files (workgroup-selection.md, query-patterns.md, both verified present), clearly signaled inline and re-listed under Additional Resources, with the core flow kept inline. | 3 / 3 |
Total | 11 / 12 Passed |