Content
72%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A compact, well-organized reference skill that assumes Claude's competence and points to package docs appropriately. Its main weakness is actionability: the flagship code example is not self-contained, and no verification workflow is given for the generated code.
Suggestions
Make the Core Pattern example self-contained — show how `llm` is constructed (and required imports) so it is copy-paste runnable, or explicitly label it as illustrative and point to a specific example file.
Add a short verification step to the workflow (e.g., compile the program and run a no-key scripted example to confirm the signature/tools work) before considering the task done.
For each When-To-Use case, link a concrete starting example under `examples/` so the agent has an unambiguous entry point per task type.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean (~40 lines) and bullet-driven, with no padding or explanations of concepts Claude already knows; every section earns its place. | 3 / 3 |
Actionability | The Core Pattern is real Java and the API surface lists specific symbols, but the example references an undefined `llm` with no imports, and the skill defers to `examples/`/`API.md` for complete syntax — concrete guidance that is incomplete rather than copy-paste ready. | 2 / 3 |
Workflow Clarity | Use cases and guardrails are present, but there is no sequenced multi-step workflow with validation checkpoints (e.g., compile/test verification), and the multi-purpose scope rules out the simple-skill exception. | 2 / 3 |
Progressive Disclosure | At under 50 lines with clear, well-organized sections and one-level, clearly signaled pointers to package docs (API.md, axir-api.json, examples/), the structure is easy to navigate. | 3 / 3 |
Total | 10 / 12 Passed |