Content
78%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 well-structured steering skill that uses progressive disclosure effectively, with clear workflows and actionable reference-loading guidance. The main gaps are minor verbosity in the reference table and the absence of explicit error-recovery loops in the workflows.
Suggestions
Merge the two foundation-operations.md table rows (lines 79–80) into one entry and tighten the longest 'When to Load' cells (e.g., iceberg-tuning-and-operations.md, line 95) to reduce redundancy and token cost.
Add an explicit feedback loop to the new-application workflow (e.g., 'If validation fails: review the best-practices file, fix, and re-validate') to earn full workflow-clarity credit.
Include one small inline code or command snippet (e.g., the AWS CLI/SDK v2 application identifier) so the body carries at least one copy-paste-ready concrete artifact.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is an efficient overview-plus-reference-table that assumes Claude's competence and avoids explaining basic Flink concepts. Not a 5 because the reference table duplicates the foundation-operations.md row (two rows, lines 79–80, covering overlapping IAM/identifier content) and several 'When to Load' cells are verbose enough to trim. | 4 / 5 |
Actionability | Provides concrete, executable steering — numbered workflows with explicit 'READ [file]' steps and a goal→reference→when-to-load table that tells Claude exactly which file to load for each task. Not a 5 because the body itself contains no code/commands; guidance is actionable but deferred entirely to the referenced files. | 4 / 5 |
Workflow Clarity | Two numbered workflows (new applications, general questions) are clearly sequenced with validation checkpoints such as 'Validate against best practices' and 'Compile and test locally'. Not a 5 because there are no explicit error-recovery/feedback loops (validate→fix→retry) for when validation or compilation fails. | 4 / 5 |
Progressive Disclosure | SKILL.md is a clean overview pointing one level deep to a well-organized references/ directory; every referenced file exists and each table row signals when to load it, giving easy navigation with no nested references. | 5 / 5 |
Total | 17 / 20 Passed |