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 the right package artifacts. It loses points on actionability (an undefined `llm` in the core example) and workflow clarity (no explicit sequenced process with validation checkpoints).
Suggestions
Make the Core Pattern fully runnable by showing how the `llm` client is obtained/configured, or label it as a fragment and point to the specific example file that contains a complete run.
Add a short sequenced workflow with a validation checkpoint (e.g., run a no-key scripted example first to confirm the signature compiles, then swap in a real provider) so multi-step generation has an explicit feedback loop.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean — terse bullets, a short code pattern, and guardrails with no padding or explanation of concepts Claude already knows, so every token earns its place. Not a 2 because there is no unnecessary explanation to tighten. | 3 / 3 |
Actionability | The Core Pattern gives real Python ("from axllm import ax", "program.forward(...)"), but `llm` is an undefined placeholder and a complete runnable example is not inlined (examples/ are only referenced), leaving a key detail missing. Not a 1 because the code is executable rather than pseudocode and the API surface names concrete symbols. | 2 / 3 |
Workflow Clarity | Sections are organized and guardrails give procedural direction ("Start from package examples... before inventing a new call shape"), but there is no explicit sequenced workflow with validation checkpoints for the multi-capability surface. Not a 1 because structure and direction exist; not a 3 because no validation/feedback loop is specified. | 2 / 3 |
Progressive Disclosure | No bundle files exist and the body is under 50 lines with no need for external skill references, yet it is organized into clear sections (When To Use, Package Facts, Core Pattern, Relevant API Surface, Guardrails), satisfying the simple-skill allowance for a top score on organization alone. | 3 / 3 |
Total | 10 / 12 Passed |