Content
40%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 works as a conceptual overview — clear what-it-is framing and useful inclusion/exclusion criteria — but it stops there. It provides no executable process for actually designing or diagnosing a growth loop, which is the skill's stated purpose, and pads the overview with boilerplate sections.
Suggestions
Add a step-by-step workflow for the core task, e.g.: (1) gather product/context and current acquisition channels, (2) map how each user action could produce new users (content, virality, sales, product-output loops), (3) identify the constrained loop input, (4) define the input and output metrics to instrument — this would lift both actionability and workflow clarity.
Replace the "Input Requirements" and "Domain Context" boilerplate with a concrete worked example of one loop (e.g., a content loop: user creates content → content attracts new users → new users create content), including the inputs/outputs to measure for each stage.
Move the "Resources" and "Further Reading" material into a references file (e.g., references/loop-examples.md) containing the major loop archetypes (viral, content, sales, product-led) with when each applies, keeping SKILL.md as a lean overview pointing to it.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Generic filler like "This skill implements a proven product management framework... designed for practical application in day-to-day PM work" and the boilerplate "Input Requirements" section pad the body, and the funnels-are-linear explanation covers concepts Claude already knows. It stays at anchor 3 rather than 2 because the total volume is modest and the When to Use / When Not to Use lists carry real information. | 3 / 5 |
Actionability | The body describes the framework ("the best growth systems are loops, not funnels") and when to apply it but gives no concrete procedure for executing the work — no steps for mapping a product's current acquisition flow, identifying loop opportunities, or defining the input/output of a loop. This matches anchor 2 (high-level hints, missing specific steps) rather than anchor 1 because the use/non-use decision guidance is at least actionable for triage. | 2 / 5 |
Workflow Clarity | No sequence exists for the core task; designing a growth loop is inherently multi-step (gather product context, model current funnel/loop, design the loop, define compounding metrics) yet none of these steps are laid out. Anchor 2 fits (rough guidance present via when-to-use bullets, many gaps, no checkpoints); the simple-skill exception does not apply because this is not a single-action skill. | 2 / 5 |
Progressive Disclosure | The body is short (~50 lines) with well-organized headers and a single clearly-signaled one-level "Further Reading" link, and no bundle files exist to verify or mis-navigate. It sits at anchor 4 rather than 5 because the fragmented "Resources" and "Further Reading" sections are thin, and the skill would plainly benefit from reference material (loop taxonomy, worked loop examples, metric definitions) split into a references file. | 4 / 5 |
Total | 11 / 20 Passed |