Content
38%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill is a comprehensive but excessively verbose marketing guide that reads more like a textbook chapter than a skill file for Claude. It extensively covers referral and affiliate program concepts that Claude already knows from training data, adding very little novel or project-specific knowledge. The content would benefit enormously from being condensed to ~100 lines of truly unique guidance with references to separate files for templates, case studies, and tool comparisons.
Suggestions
Reduce content by 70-80% by removing explanations of concepts Claude already knows (what referral programs are, case studies of Dropbox/Uber, basic marketing definitions) and focus only on the decision frameworks, formulas, and checklists that provide unique procedural value.
Split email templates, outreach templates, tool comparisons, and case studies into separate bundle files referenced from the main SKILL.md to improve progressive disclosure.
Add validation checkpoints to the launch workflow — e.g., 'Test the complete referral flow end-to-end and verify tracking fires correctly before announcing to customers' with specific verification steps.
Make the skill more actionable by including concrete tool-specific implementation steps (e.g., actual API calls or configuration steps for at least one referral platform) rather than just listing tool names.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Extremely verbose at ~500+ lines. Extensively explains concepts Claude already knows (what referral vs affiliate programs are, basic marketing concepts, what Dropbox's referral program was). The case studies, outreach templates, email sequences, and tool listings are all information Claude has in its training data. Very little here is novel or project-specific knowledge that Claude wouldn't already possess. | 2 / 5 |
Actionability | Provides some concrete frameworks (K-factor formula, incentive sizing calculation, checklists) but most content is descriptive rather than executable. No actual code for implementation, no API examples for the tools mentioned, and the 'actionable' elements are mostly strategic advice and templates rather than concrete technical steps Claude could execute with tools. | 3 / 5 |
Workflow Clarity | The launch checklist provides a reasonable sequence, and the referral loop diagram shows a clear process. However, there are no validation checkpoints or feedback loops in the workflows. The optimization section lists problems and fixes but doesn't sequence them into a diagnostic workflow. The 'Before Starting' section gathers context but doesn't clearly connect to decision points in the rest of the document. | 3 / 5 |
Progressive Disclosure | All content is inlined in a single monolithic file with no bundle files. The tool comparisons, case studies, email templates, affiliate outreach templates, and detailed commission structures could easily be split into separate reference files. The 'Related Skills' section references other skills but the current file itself has no progressive disclosure structure — everything is dumped into one long document. | 2 / 5 |
Total | 10 / 20 Passed |