competitive-ads-extractor

Quick Review

The skill is well-structured with clear use cases and excellent documentation of what insights can be gained. The description adequately covers capabilities for CLI invocation. However, it critically lacks technical implementation details—no actual scraping scripts, API integration code, or analysis algorithms are provided. The example output shows sophisticated analysis but without underlying code/methods to achieve it. Novelty is moderate: while ad library scraping has some complexity, much of the analysis (pattern identification, messaging extraction) could be accomplished by a capable CLI agent with web access. The skill would benefit greatly from including actual implementation scripts or detailed technical methodology.