Content
50%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 body is well-structured as an overview with excellent progressive disclosure — a single well-signaled, one-level-deep reference — and sensible When to Use / Limitations sections. Its weaknesses are low actionability (no concrete guidance in the body itself, everything delegated to the guide) and moderate padding from the duplicated description and persona framing. A brief quick-start section with concrete first steps would make the body actionable on its own.
Suggestions
Add a short quick-start section with one or two concrete first steps (e.g. a minimal cost-check command or a decision checklist for model selection) so the body is actionable without opening the guide.
Remove the verbatim duplication of the frontmatter description in the intro paragraph and trim the motivational persona lines ('You know AI wrappers get a bad rap...') to save tokens.
Add explicit validation/checkpoint framing to the delegation step (e.g. 'verify cost limits and hallucination handling per the Sharp Edges section before shipping') so the workflow has a feedback loop in the body.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is short but includes padding: the intro paragraph repeats the frontmatter description nearly verbatim, and the persona section ('You know AI wrappers get a bad rap, but the good ones solve real problems... You build products where AI is the engine, not the gimmick') is motivational framing that adds little actionable information. It avoids explaining concepts Claude already knows, but the duplication and persona fluff mean it could be tightened, matching 'mostly efficient but includes some unnecessary explanation'. | 3 / 5 |
Actionability | The body itself contains no concrete code, commands, or specific steps — its only directive is 'Read [the detailed guide](references/detailed-guide.md) before executing this skill', with the rest being role description ('You balance costs with user experience') and a generic expertise bullet list. This matches 'minimal concrete guidance; high-level hints but missing the specific steps to execute'; it is not a 1 because the delegation to the guide is an explicit, correct instruction rather than pure abstraction. | 2 / 5 |
Workflow Clarity | The only sequence given is 'read the guide (fully for end-to-end work, relevant sections for focused work) before executing', which is a clear but minimal workflow with no validation checkpoints or feedback loops — matching 'steps listed but validation gaps; sequence present but checkpoints missing'. Not a 4 because the body provides no checkpoints of its own and the skill's risky areas (cost limits, rate limiting, hallucination handling) are only addressed in the delegated reference. | 3 / 5 |
Progressive Disclosure | The body is a lean overview that delegates all detail to a single, clearly signaled, one-level-deep reference (references/detailed-guide.md), which exists and is well-organized with sectioned headings (Capabilities, Patterns, Sharp Edges, etc.) and no nested references. The body even gives navigation guidance ('For focused work, load the relevant sections; for end-to-end work, read the guide completely'), matching the 'clear overview with well-signaled one-level-deep references' anchor. | 5 / 5 |
Total | 13 / 20 Passed |