Content
63%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The core signature patterns are well-taught with tight, concrete Go examples and sensible guardrails. Weaknesses concentrate in the 'Typesafe / Jev' section, which dumps dense provider-spec prose inline with no code examples, and in references to files (API.md, examples/) that are not part of the skill bundle, plus a naming inconsistency (axllm.S vs ax.NewSignature) in the API surface list.
Suggestions
Move the Typesafe/Jev provider specification (thresholds, probability tolerances, label limits) into a separate reference file and keep only a short usage snippet with a pointer in SKILL.md.
Resolve or qualify the referenced paths: either ship API.md, axir-api.json, and examples/ inside the skill bundle, or state explicitly that they live in the package repository so navigation does not dead-end.
Fix the API surface naming inconsistency (axllm.S/axllm.FieldType/axllm.Tool vs the ax. prefix used in all code examples) and add one complete runnable Jev example so the typesafe section is as actionable as the signature patterns.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The pattern sections are lean and code-first, but the 'Typesafe / Jev' section is ~17 lines of dense spec prose (threshold defaults, 0.01 probability tolerance rules, floating-point summation allowances) that reads like a compressed reference dump. This matches 'mostly efficient but could be tightened' rather than the minor-trim level 4; the rest of the body is not padded, so it stays above 2. | 3 / 5 |
Actionability | Concrete Go snippets cover the common cases (string contract, class field, native AxSignature record, ToJSONSchema, signature reuse) and point to runnable examples. Gaps keep it below 5: snippets are fragments with undefined variables (client, inputs in program.Forward), the Jev section describes API calls (trueThreshold, describe_values) with no code at all, and 'Relevant API Surface' lists axllm.S/axllm.FieldType which conflicts with the ax. prefix used in every example. | 4 / 5 |
Workflow Clarity | A pattern-reference skill with clear organization (When To Use, Core Pattern, More Patterns, Guardrails) and explicit checkpoints in Guardrails ('Start from package examples for exact native syntax before inventing a new call shape'). No destructive or batch operations require validation loops, but the Jev usage flow is unsequenced and there is no error-recovery guidance, so it does not reach 5. | 4 / 5 |
Progressive Disclosure | References are listed under Package Facts (API.md, axir-api.json, examples/, external URL), but no bundle directories (references/, scripts/, assets/) exist, so those paths are not resolvable within the skill. Meanwhile the dense Jev spec content that clearly belongs in a separate reference file is inlined. This fits 'some structure but content that should be separate is inline'; structure is present (above 2) but organization gaps and unresolvable paths keep it below 4. | 3 / 5 |
Total | 14 / 20 Passed |