Content
27%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill is essentially a textbook chapter on marketing psychology dumped into a single file. While comprehensive, it massively over-explains concepts Claude already knows, wastes tokens on definitions rather than novel implementation guidance, and fails to organize its 300+ lines into a navigable structure. The quick reference table at the end is the most valuable part and could serve as the core of a much leaner skill.
Suggestions
Reduce the main SKILL.md to the quick reference table, task-specific questions, and workflow guidance, moving detailed model descriptions into separate category files (e.g., pricing-psychology.md, persuasion-models.md).
Remove definitions of well-known concepts (social proof, loss aversion, anchoring) and focus only on non-obvious marketing applications with concrete examples (specific copy, page layouts, A/B test setups).
Add concrete, copy-paste-ready examples: sample ad copy using anchoring, a pricing page wireframe using the decoy effect, or a specific email sequence leveraging the Zeigarnik effect.
Add a validation workflow: after selecting and applying mental models, include steps to verify effectiveness (e.g., 'Set up an A/B test comparing the anchored vs. non-anchored version, measure conversion rate over 2 weeks').
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | This is extremely verbose at 300+ lines, explaining many concepts Claude already knows (social proof, loss aversion, anchoring, etc. are well-known psychological principles). Most entries follow a redundant pattern of defining the concept then adding a 'Marketing application' line that is often obvious. The entire document could be condensed to the quick reference table plus a few non-obvious applications. | 1 / 3 |
Actionability | The marketing applications provide directional guidance ('Show the higher price first,' 'Use .99 endings') but lack concrete, executable examples—no specific copy templates, no code, no step-by-step implementation guides. The advice is practical but remains at the 'what to do' level rather than 'exactly how to do it.' | 2 / 3 |
Workflow Clarity | The 'How to Use This Skill' section provides a 4-step process and the Task-Specific Questions section adds diagnostic structure, but there's no validation or feedback loop for applying models. The quick reference table helps with model selection, but the workflow for actually implementing and testing recommendations is underdeveloped. | 2 / 3 |
Progressive Disclosure | This is a monolithic wall of text with 70+ models all inline in a single file. There are no bundle files to offload content to, and the Related Skills section references other skills but doesn't split the massive content into navigable sub-files. Categories like Pricing Psychology or Growth Models could easily be separate reference files. | 1 / 3 |
Total | 6 / 12 Passed |