feat(tiktok): add TikTok as 7th signal source via Apify
Add TikTok search, scoring, and rendering using the Apify platform (clockworks/tiktok-scraper actor). Users bring their own APIFY_API_TOKEN ($5/month free credits, no CC required). The shared apify_client_wrapper module is designed for reuse by future Facebook/Instagram sources. - New modules: tiktok.py (search + caption extraction), apify_client_wrapper.py - Schema: TikTokItem dataclass, shares field on Engagement, Report.tiktok - Pipeline: normalize → filter → score → sort → dedupe → cross-link → render - Scoring: 0.50*log1p(views) + 0.30*log1p(likes) + 0.20*log1p(comments) - SKILL.md bumped to v2.7 with TikTok stats, citations, and security docs - 26 unit tests covering relevance, normalize, score, dedupe, render, round-trip Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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{
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"items": [
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{
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"video_id": "7543693751290481942",
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"text": "This Claude Code trick saved me hours #claudecode #ai #coding",
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"url": "https://www.tiktok.com/@codemaster/video/7543693751290481942",
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"author_name": "codemaster",
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"date": "2026-02-28",
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"engagement": {
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"views": 2100000,
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"likes": 45000,
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"comments": 1200,
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"shares": 8400
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},
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"hashtags": ["claudecode", "ai", "coding"],
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"duration": 45,
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"relevance": 0.85,
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"why_relevant": "TikTok: This Claude Code trick saved me hours #claude",
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"caption_snippet": "So I found this insane trick with Claude Code where you can use slash commands to automate everything"
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},
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{
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"video_id": "7543100200112345678",
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"text": "AI coding tools comparison 2026 - Claude vs Copilot vs Cursor #ai #devtools",
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"url": "https://www.tiktok.com/@techreviewer/video/7543100200112345678",
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"author_name": "techreviewer",
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"date": "2026-02-25",
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"engagement": {
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"views": 850000,
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"likes": 22000,
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"comments": 890,
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"shares": 3200
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},
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"hashtags": ["ai", "devtools"],
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"duration": 60,
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"relevance": 0.7,
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"why_relevant": "TikTok: AI coding tools comparison 2026 - Claude vs Copi",
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"caption_snippet": ""
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},
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{
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"video_id": "7543200300223456789",
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"text": "You need to try Claude Code RIGHT NOW #programming #tips",
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"url": "https://www.tiktok.com/@devtips/video/7543200300223456789",
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"author_name": "devtips",
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"date": "2026-03-01",
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"engagement": {
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"views": 500000,
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"likes": 15000,
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"comments": 450,
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"shares": 2100
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},
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"hashtags": ["programming", "tips"],
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"duration": 30,
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"relevance": 0.6,
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"why_relevant": "TikTok: You need to try Claude Code RIGHT NOW #programm",
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"caption_snippet": "Let me show you why Claude Code is the best AI coding tool right now"
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}
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]
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}
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