Content
27%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill is a conceptual framework document rather than an actionable skill. It suffers from significant verbosity and redundancy—pass@k metrics, grader types, and eval structures are explained multiple times across sections. The content reads more like documentation for a hypothetical eval system than concrete instructions Claude can execute, with pseudo-commands (/eval define) that don't correspond to real tooling.
Suggestions
Cut the content by at least 50%: remove the Philosophy section, deduplicate pass@k explanations (appears 3 times), merge 'Grader Types' with 'Product Evals' grader section, and remove the authentication example which just restates the workflow.
Make the skill actionable by providing actual executable scripts or concrete tool invocations rather than conceptual markdown templates and fake slash commands like '/eval define'.
Split into SKILL.md (overview + quick start) and separate reference files for eval templates, grader examples, and metrics definitions to improve progressive disclosure.
Add explicit validation/feedback loops: what should Claude do when an eval fails? Include concrete error recovery steps rather than just recording pass/fail.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is extremely verbose at ~250+ lines, with significant redundancy. Concepts like pass@k are explained multiple times, the eval types and grader types sections overlap with the later 'Product Evals' section, and the philosophy/best practices sections explain things Claude already understands. The authentication example essentially restates the entire workflow that was already described. | 1 / 3 |
Actionability | The skill provides some concrete examples (bash grep commands, markdown templates, directory structures) but most content is template/pseudocode rather than executable. The /eval commands referenced (e.g., '/eval define feature-name') are not real commands and there's no actual implementation—just conceptual frameworks and markdown templates. | 2 / 3 |
Workflow Clarity | The 4-step workflow (Define → Implement → Evaluate → Report) is clearly sequenced, but validation checkpoints are weak. There's no explicit error recovery loop—what happens when evals fail? The 'eval check' step lacks detail on how to actually run evaluations, and there's no feedback loop for fixing failures beyond the vague 'fix and re-run' implication. | 2 / 3 |
Progressive Disclosure | This is a monolithic wall of text with no references to external files despite being long enough to warrant splitting. The eval types, grader types, metrics, workflow, integration patterns, best practices, examples, and product evals sections are all inline. The 'Product Evals (v1.8)' section at the end partially duplicates earlier content (grader types, pass@k) without clear differentiation. | 1 / 3 |
Total | 6 / 12 Passed |