Content
72%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is concise and well-structured with clearly signaled references to deeper package materials. Its weaker dimensions are actionability (the inline code is a sketch, not copy-paste ready) and workflow clarity (no explicit sequenced validation checkpoints for a batch optimization process).
Suggestions
Make the Core Pattern copy-paste ready by showing how to construct the request, evaluator, and reflection_client, or label it explicitly as a sketch and point to a specific example file with a runnable command.
Add an explicit numbered optimization workflow with a validation checkpoint (e.g. run evaluator -> review failures -> keep only proposals passing the verification gate -> re-run within budget) so the batch process has a clear feedback loop.
Show one concrete evaluator-callback snippet since "Create evaluator callbacks and persist optimizer artifacts" is a listed task but has no executable example.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Lean bullet/section structure that assumes Claude's competence and explains no concepts Claude already knows; every section earns its place, matching the level-3 anchor. | 3 / 3 |
Actionability | The Core Pattern is real Python but uses undefined variables (reflection_client, request, evaluator) and defers full syntax to examples/, so it is concrete yet not copy-paste ready; this fits level 2 rather than the fully-executable level 3. | 2 / 3 |
Workflow Clarity | "When To Use" lists tasks but provides no numbered sequence, and the verification gate and budgets are mentioned without explicit validation checkpoints; since optimization is a batch operation, missing feedback loops cap this at 2. | 2 / 3 |
Progressive Disclosure | Under 50 lines with well-organized sections and clearly signaled one-level-deep references to detailed package materials (API.md, axir-api.json, examples/) listed in Package Facts, satisfying the simple-skill rule for level 3. | 3 / 3 |
Total | 10 / 12 Passed |