Content
72%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A well-organized, token-efficient reference skill with good progressive disclosure and concrete API pointers. It loses points on actionability (illustrative snippet with undefined variables) and workflow clarity (no sequenced, validated multi-step process for the evolve/learn operations).
Suggestions
Make the Core Pattern snippet self-contained by showing how examples, metricFn, llm, and ctx are constructed, or label it explicitly as a shape template and point to examples/ for a runnable version.
Add a short sequenced workflow with a validation checkpoint for the evolve-then-verify cycle (e.g. evolve -> check metric -> rollback if worse), since agent-bound verified evolution is a risky multi-step operation.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean — terse Package Facts, a compact Core Pattern, a symbol list, and directive Guardrails — with no padding explaining concepts Claude already knows; every section earns its tokens. | 3 / 3 |
Actionability | The Core Pattern gives a real call shape (ax.NewAx, ax.Playbook, pb.Evolve) and the API surface lists exact symbols, but the snippet references undefined variables (examples, metricFn, llm, ctx) so it is not copy-paste ready. | 2 / 3 |
Workflow Clarity | "When To Use" lists capability triggers and Guardrails offer soft checks ("Start from package examples", "if package docs disagree ... update the compiler"), but there is no sequenced multi-step workflow with explicit validation checkpoints for the evolve/learn/refine operations. | 2 / 3 |
Progressive Disclosure | The body is a concise overview that clearly signals one-level-deep references ("Package API docs: API.md and axir-api.json", "Capability manifest: axir-capabilities.json", "Runnable examples: examples/"), matching the well-signaled single-level reference anchor. (No bundle files were present in the review directory to verify against.) | 3 / 3 |
Total | 10 / 12 Passed |