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 reads as a comprehensive marketing psychology encyclopedia rather than an efficient, actionable skill file. Its greatest weakness is extreme verbosity—it explains dozens of well-known psychological concepts that Claude already understands, consuming enormous token budget. While the quick reference table and section organization show some structural thought, the content lacks concrete executable guidance and would benefit enormously from being split into a concise overview with references to detailed sub-files.
Suggestions
Drastically reduce the body to a concise overview (~50-80 lines) with the quick reference table and task-specific questions, moving detailed model descriptions into separate reference files (e.g., PERSUASION_MODELS.md, PRICING_PSYCHOLOGY.md, GROWTH_MODELS.md).
Remove definitions of concepts Claude already knows (e.g., 'Losses feel roughly twice as painful as equivalent gains') and keep only the marketing-specific application guidance.
Add concrete, executable outputs: example copy rewrites, A/B test hypotheses templates, or specific audit checklists that Claude can directly produce when applying these models.
Include a clear workflow with validation steps for applying psychology to a marketing problem, e.g., 'Diagnose → Select models → Draft recommendation → Verify ethical application → Output actionable plan.'
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is extremely verbose at ~400+ lines, extensively explaining well-known psychological concepts (anchoring, social proof, loss aversion, etc.) that Claude already knows. Each model includes a definition Claude doesn't need, inflating token usage significantly. The content reads more like a marketing psychology textbook than a skill file. | 2 / 5 |
Actionability | Each model includes a 'Marketing application' blurb with directional guidance, but these are abstract recommendations rather than concrete, executable steps. There are no code examples, no specific commands, no templates, and no copy-paste-ready outputs. The guidance tells you what to think about but not exactly what to do. | 3 / 5 |
Workflow Clarity | The quick reference table and task-specific questions provide some workflow structure, and the initial 4-step process (identify models → explain psychology → provide applications → implement ethically) gives a rough sequence. However, there are no validation checkpoints, no feedback loops for verifying recommendations, and no clear step-by-step process for applying these models to a real marketing problem. | 3 / 5 |
Progressive Disclosure | All content is inlined in a single massive file with no references to supporting files despite the content clearly warranting separation (e.g., pricing psychology, persuasion models, and growth models could each be their own reference file). The related skills section at the end hints at connections but the monolithic structure is a poor use of progressive disclosure. No bundle files exist to offload detail. | 2 / 5 |
Total | 10 / 20 Passed |