Content
61%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.
The body is well-structured with executable grader examples, eval templates, and a clear phased workflow, plus a worked authentication example. It would benefit from trimming pedagogical padding and adding an explicit eval failure feedback loop.
Suggestions
Add an explicit validate->fix->re-run feedback loop in the Evaluate workflow step (e.g., 'If any eval FAILS: fix the code, re-run the failing eval, repeat until all pass') to raise workflow clarity above 3.
Trim pedagogical padding in Philosophy, Metrics definitions, and Best Practices to assume Claude's competence and improve token efficiency.
Clarify or implement the '/eval define|check|report' integration commands, or mark them as conventional invocations rather than presenting them as ready-to-use without backing tooling.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient with concrete templates and commands, but includes pedagogical padding Claude already knows (Philosophy's 'unit tests of AI development' framing, Metrics explaining 'At least one success in k attempts', aphoristic Best Practices like 'Slow evals don't get run'). | 3 / 5 |
Actionability | Provides concrete, executable guidance including shell graders ('grep -q ... && echo PASS', 'npm test -- --testPathPattern'), eval templates, and integration commands, with minor gaps from placeholder markdown templates and the invented '/eval' command that has no implementation. | 4 / 5 |
Workflow Clarity | The Eval Workflow has a clear Define/Implement/Evaluate/Report sequence, but lacks an explicit validate->fix->re-run feedback loop for what is a repeated/batch eval operation; the missing feedback loop caps this at 3 per the rubric. | 3 / 5 |
Progressive Disclosure | Single self-contained SKILL.md with no bundle files and well-organized section headers (When to Activate, Eval Types, Grader Types, Metrics, Eval Workflow, Example); good structure with minor gaps where the full template/example bulk could be trimmed. | 4 / 5 |
Total | 14 / 20 Passed |