cosmetic-detectAnalyze facial/body photos to detect signs of cosmetic surgery or aesthetic procedures. Use when the user uploads a photo and asks to identify cosmetic work,...
Install via ClawdBot CLI:
clawdbot install deusyu/cosmetic-detectGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
Clinics can use this skill to analyze patient photos during consultations, providing preliminary assessments of potential procedures or evaluating before/after results from previous treatments. It helps set realistic expectations and identify areas for discussion, though it should complement professional medical advice.
Media outlets or entertainment shows can employ this skill to analyze celebrity photos or public figures for signs of cosmetic work, supporting investigative journalism or content creation. It aids in verifying claims about plastic surgery in a neutral, evidence-based manner.
Dating platforms can integrate this skill to offer users optional analysis of profile photos for naturalness scores, helping detect heavily edited or surgically altered images. This promotes transparency and trust among users, though it must be implemented with privacy safeguards.
Insurance companies can use this skill to analyze photos in claims related to cosmetic procedures, such as verifying the extent of work done for coverage purposes or detecting inconsistencies in before/after images. It assists in risk assessment and fraud prevention.
Beauty brands or fashion agencies can apply this skill to study trends in cosmetic procedures by analyzing model photos or public datasets. It helps in market research, product development, and understanding aesthetic preferences across demographics.
Offer this skill as a subscription-based software service to cosmetic clinics and dermatologists, providing regular updates and support. Revenue is generated through monthly or annual fees, with tiers based on usage volume or advanced features like batch analysis.
License the skill's API to technology companies, such as dating apps or social media platforms, for integration into their services. Revenue comes from licensing fees per API call or through partnership agreements, scaling with user engagement.
Develop a consumer-facing mobile app that offers basic analysis for free, with premium features like detailed reports, before/after comparisons, or celebrity analysis available via in-app purchases or subscriptions. Revenue is driven by ads and premium upgrades.
💬 Integration Tip
Ensure robust image preprocessing to handle varying qualities and formats, and implement clear disclaimers to manage user expectations about accuracy and limitations.
Scored Apr 19, 2026
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