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Found 7 Skills
Expert in designing hidden features, secret codes, and delightful surprises in products. Covers discovery mechanics, reward calibration, shareability triggers, and maintaining the magic. Knows how to create moments that make users feel special for finding them. Use when "easter egg, hidden feature, secret code, surprise and delight, konami code, hidden message, secret mode, " mentioned.
Expert in temporal event detection, spatio-temporal clustering (ST-DBSCAN), and photo context understanding. Use for detecting photo events, clustering by time/location, shareability prediction, place recognition, event significance scoring, and life event detection. Activate on 'event detection', 'temporal clustering', 'ST-DBSCAN', 'spatio-temporal', 'shareability prediction', 'place recognition', 'life events', 'photo events', 'temporal diversity'. NOT for individual photo aesthetic quality (use photo-composition-critic), color palette analysis (use color-theory-palette-harmony-expert), face recognition implementation (use photo-content-recognition-curation-expert), or basic EXIF timestamp extraction.
Use when creating viral content for Xiaohongshu, analyzing what makes posts go viral, optimizing content for shareability, or planning content to increase chances of reaching explore page
Audit viral growth: social sharing, OG images, referrals, distribution. Outputs structured findings. Use log-virality-issues to create issues. Invoke for: shareability audit, referral review, distribution analysis.
Plan viral marketing and engineering-as-marketing traction experiments from Traction. Use when designing referral loops, viral coefficients, engineered acquisition tools, calculators, microsites, widgets, or product-led assets that acquire customers; use make-product-viral instead for landing-page audits, shareability reviews, pricing-page polish, or social-preview optimization.
Write and revise Chinese-language WeChat Official Account articles based on topics selected by Zeng Ge, incorporate relevant materials, optimize shareability, reading rhythm, discussion questions, and search keywords, add scene images and a fixed footer, and save or update the Official Account draft as authorized.
Make a product, landing page, pricing page, launch page, free tool, or social preview easier to understand, buy, remember, and share using Marc Lou-inspired viral product patterns.