kpop-trackerTrack K-Pop idol updates including comebacks, albums, concerts, solo activities, merch, and official YouTube content with 3-stage search architecture (Offici...
Install via ClawdBot CLI:
clawdbot install ryemco/kpop-trackerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
report → https://...Calls external URL not in known-safe list
https://www.instagram.com/official_account/AI Analysis
The skill's external calls to Instagram, X, YouTube, and Weverse are consistent with its stated purpose of tracking idol updates from official sources. The 'UNKNOWN_DATA_SINK' signal is likely a false positive, as the evidence 'report → https://...' suggests a reporting function for the skill's own output, not user data exfiltration. No credential harvesting, obfuscation, or safety overrides are present.
Audited Apr 17, 2026 · audit v1.0
Generated May 12, 2026
Fan wants to track multiple idol groups' comebacks, concerts, and solo activities in one place. The skill aggregates official and fan sources with automated cron checks, outputting a structured update in Traditional Chinese.
User looks for best deals on new albums and official merchandise. The skill compiles store-specific benefits and prices into a comparison table, with a special alert for IVE signed albums from Starship US store.
K-pop fan wants to know upcoming concerts, tour announcements, and ticket sale dates. The skill fetches latest news, provides full tables with dates/venues/prices, and can trigger on specific keywords like '巡演' or '搶票'.
Fan misses latest uploads from official YouTube channels of their followed artists. The skill lists new videos from the past 7 days, prioritizing group variety shows and behind-the-scenes, and provides direct links.
User follows specific idol's solo career including albums, concerts, brand deals, and acting roles. The skill groups updates by member name and includes sources for each item.
Users pay a monthly or yearly fee to track more than a limited number of artists. Free tier allows tracking 1-2 groups; premium unlocks unlimited artists, priority alerts, and advanced recommendations.
Include affiliate links in album/merch price comparison tables. Earn commission from purchases through Weverse Shop, Ktown4u, or other partnered stores. The 'IVE signed album alert' drives high-intent traffic.
Artists or labels pay to have their comeback or concert featured as a priority alert or highlighted in reports. Also, brands can sponsor dedicated sections for collaborations.
💬 Integration Tip
To integrate, start by running the init_config script and adding artists via add_artist.py. Then set up a cron job to periodically call the skill and output results to a user-facing channel like Discord or LINE.
Scored Jul 8, 2026
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