Content
71%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.
A well-structured, information-dense body with good progressive disclosure and a clear audit workflow. The main weakness is moderate redundancy across sections that pushes conciseness down.
Suggestions
Consolidate the 'Common Mistakes' section so it does not restate statistics already presented in the Princeton GEO table and 'Critical stats' list.
Merge the 'Task-Specific Questions' section with the 'Before Starting' gathering-context questions to remove the duplicated ask list.
Add an explicit feedback loop to the AI Visibility Audit (e.g., 'If a priority page fails the extractability check, apply the matching block pattern from content-patterns.md and re-check') to lift workflow clarity toward 5.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient and packed with domain-specific data Claude would not reliably know (Princeton GEO percentages, citation shares, platform behaviors), but 'Common Mistakes' reiterates earlier stats and 'Task-Specific Questions' duplicates 'Before Starting' questions, so it could be tightened beyond minor trimming. | 3 / 5 |
Actionability | Provides concrete, executable guidance — a pass/fail extractability checklist, named content block patterns, specific schema types, named AI bots, and named monitoring tools with coverage — but the direction is strategic rather than copy-paste ready, leaving minor gaps. | 4 / 5 |
Workflow Clarity | Clear 4-step audit sequence (Check AI Answers → Analyze Citation Patterns → Content Extractability Check → AI Bot Access) with a pass/fail checklist checkpoint; non-destructive so no validation cap applies, but no explicit fix→retry feedback loop is present. | 4 / 5 |
Progressive Disclosure | Overview lives in SKILL.md while detailed templates go to references/content-patterns.md and per-platform deep dives to references/platform-ranking-factors.md; both referenced files exist, are one level deep, and are clearly signaled with markdown links. | 5 / 5 |
Total | 16 / 20 Passed |