UGC Collector

Collect and organize user-generated content for marketing campaigns and social proof.

What Claude Does vs What You Decide

Claude Does	You Decide
Structures analysis frameworks	Metric definitions
Identifies patterns in data	Business interpretation
Creates visualization templates	Dashboard design
Suggests optimization areas	Action priorities
Calculates statistical measures	Decision thresholds

Dependencies

pip install click requests beautifulsoup4

Commands

python scripts/main.py search "#brandname" --platform instagram
python scripts/main.py mentions @brand --platform twitter
python scripts/main.py organize ./ugc/ --by-type

Skill Boundaries

What This Skill Does Well

• Structuring data analysis
• Identifying patterns and trends
• Creating visualization frameworks
• Calculating statistical measures

What This Skill Cannot Do

• Access your actual data
• Replace statistical expertise
• Make business decisions
• Guarantee prediction accuracy

Skill Metadata

• Mode: centaur

category: social
dependencies: [click, requests, beautifulsoup4]
difficulty: intermediate