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 that points cleanly to deeper package materials. Its gaps are incomplete inline code (undefined `llm`, no setup) and the absence of an explicit sequenced workflow with validation for debugging/replay tasks.
Suggestions
Make the Core Pattern snippet self-contained by showing how `llm` is constructed (e.g., an `AxAI` client) or label it as a fragment that presupposes the runnable examples.
Add a short sequenced workflow with a validation checkpoint for the debugging/replay use case (e.g., capture trace -> inspect envelope -> replay against no-key transport -> verify), so workflow clarity reaches the validated-flow anchor.
Confirm the referenced files (API.md, axir-api.json, axir-capabilities.json, examples/) are bundled or note explicitly they ship with the `dev.axllm:ax` package, since the skill bundle's references/ directory is empty.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense and fluff-free: package facts, two compact code patterns, a focused observer section, and a guardrails list, with no explaining of concepts Claude already knows, fitting the lean-and-efficient anchor. | 3 / 3 |
Actionability | It offers real code snippets and many concrete API names and file paths, but the core pattern relies on an undefined `llm` variable and omits setup/imports, so examples are illustrative rather than copy-paste ready — the "some concrete guidance but incomplete" anchor. | 2 / 3 |
Workflow Clarity | "When To Use" lists scenarios and Guardrails give constraints, but there is no sequenced multi-step workflow with validation checkpoints for the tracing/debugging tasks, placing it at the sequence-present-but-checkpoints-implicit anchor rather than a fully validated flow. | 2 / 3 |
Progressive Disclosure | The overview stays in SKILL.md while detailed materials are signaled one level deep ("Package API docs: `API.md` and `axir-api.json`", "Runnable provider example: `src/examples/java/...`"), with clearly labeled sections making navigation easy; the referenced paths are package artifacts rather than missing bundle files. | 3 / 3 |
Total | 10 / 12 Passed |