{"id":"content-trend-researcher","name":"content-trend-researcher","summary":"Google Analytics、Google Trends、Substack、Medium、Reddit、LinkedIn、X、ブログ、ポッドキャスト、YouTubeのトレンドを分析し、ユーザー意図分析に基づくデータ駆動型の記事アウトラインを生成する高度なコンテンツおよびトピックリサーチスキル","body":"# Content Trend Researcher\n\nA comprehensive content research and analysis skill designed for content creators, marketers, and publishers who need to create high-performing content based on real-world trends and user intent signals.\n\n## What This Skill Does\n\nThis skill acts as your content intelligence system, analyzing trends across 10+ platforms to help you:\n\n1. **Identify trending topics** - Find what's gaining traction across platforms\n2. **Understand user intent** - Analyze search patterns and engagement signals\n3. **Discover content gaps** - Find underserved topics with high demand\n4. **Generate outlines** - Create data-driven article structures optimized for engagement\n5. **Platform-specific insights** - Understand where different content types perform best\n\n## Capabilities\n\n### Multi-Platform Trend Analysis\n- **Google Trends** - Search volume trends, rising queries, regional interest\n- **Google Analytics** - Traffic patterns, user behavior, conversion signals\n- **Substack** - Newsletter trends, subscriber growth patterns\n- **Medium** - Article performance, tags, claps, reading time\n- **Reddit** - Subreddit activity, upvotes, comment engagement, trending discussions\n- **LinkedIn** - Professional content trends, engagement metrics\n- **X (Twitter)** - Viral topics, hashtag performance, thread engagement\n- **Blogs** - Top-ranking blog posts, backlink profiles\n- **Podcasts** - Episode popularity, download trends, ratings\n- **YouTube** - Video performance, view trends, watch time, engagement\n\n### User Intent Analysis\n- **Informational intent** - \"How to\", \"What is\", \"Guide to\"\n- **Commercial intent** - \"Best\", \"Review\", \"Comparison\", \"vs\"\n- **Transactional intent** - \"Buy\", \"Pricing\", \"Discount\"\n- **Navigational intent** - Brand searches, specific resource lookups\n- **Problem-solving intent** - \"Fix\", \"Troubleshoot\", \"Solution\"\n\n### Content Strategy Intelligence\n- Optimal content formats per platform\n- Best publishing times based on engagement data\n- Headline formulas with proven performance\n- Content length recommendations\n- Topic clustering and pillar content identification\n\n### Outline Generation\nCreates comprehensive article outlines including:\n- SEO-optimized titles with user intent matching\n- H2/H3 structure based on search patterns\n- Key points to cover from top-performing content\n- Suggested word count and content depth\n- Internal linking opportunities\n- Call-to-action recommendations\n- Multimedia suggestions (images, videos, infographics)\n\n## When to Use This Skill\n\n**Before creating any content:**\n- Research trending topics in your niche\n- Validate content ideas with data\n- Find content gaps competitors are missing\n- Understand what format works best for your topic\n\n**For content strategy:**\n- Build editorial calendars based on trends\n- Identify pillar content opportunities\n- Plan content clusters around hot topics\n- Optimize existing content for better performance\n\n**For competitive analysis:**\n- See what's working for competitors\n- Find underserved audiences\n- Discover new content angles\n- Benchmark your performance\n\n## Example Invocations\n\n### Basic Topic Research\n```\n@content-trend-researcher\n\nTopic: \"AI automation for small businesses\"\nPlatforms: Google Trends, Reddit, LinkedIn, YouTube\nIntent: Informational\n```\n\n### Deep Platform Analysis\n```\n@content-trend-researcher\n\nTopic: \"Remote work productivity tools\"\nPlatforms: ALL\nInclude: User intent breakdown, content gap analysis, 3 article outlines\nTarget audience: SaaS founders and product managers\n```\n\n### Competitive Content Research\n```\n@content-trend-researcher\n\nTopic: \"Email marketing strategies 2025\"\nPlatforms: Medium, Substack, Top blogs\nAnalyze: Top 10 performing articles\nOutput: Outline that fills content gaps\n```\n\n### Multi-Format Strategy\n```\n@content-trend-researcher\n\nTopic: \"Sustainable fashion\"\nPlatforms: Instagram, TikTok, YouTube, Pinterest, Blogs\nOutput: Platform-specific content ideas + 1 long-form blog outline\n```\n\n## Input Format\n\nProvide the following information:\n\n```json\n{\n  \"topic\": \"Your main topic or keyword\",\n  \"platforms\": [\"Google Trends\", \"Reddit\", \"YouTube\", \"etc.\"],\n  \"intent_focus\": \"informational|commercial|transactional|all\",\n  \"target_audience\": \"Description of your audience\",\n  \"content_type\": \"blog|article|newsletter|video script|social post\",\n  \"analysis_depth\": \"quick|standard|deep\",\n  \"number_of_outlines\": 1-5\n}\n```\n\n## Output Format\n\nThe skill returns a comprehensive research report:\n\n```json\n{\n  \"topic_overview\": {\n    \"search_volume\": \"Monthly search volume estimate\",\n    \"trend_direction\": \"rising|stable|declining\",\n    \"competition_level\": \"low|medium|high\",\n    \"opportunity_score\": 1-100\n  },\n  \"platform_insights\": [\n    {\n      \"platform\": \"Platform name\",\n      \"trending_content\": [],\n      \"engagement_metrics\": {},\n      \"best_practices\": [],\n      \"content_format\": \"Recommended format\"\n    }\n  ],\n  \"user_intent_analysis\": {\n    \"primary_intent\": \"Intent type\",\n    \"intent_breakdown\": {\n      \"informational\": \"percentage\",\n      \"commercial\": \"percentage\",\n      \"transactional\": \"percentage\"\n    },\n    \"top_questions\": [],\n    \"search_patterns\": []\n  },\n  \"content_gaps\": [\n    {\n      \"gap\": \"Description of underserved topic\",\n      \"opportunity\": \"Why this is valuable\",\n      \"difficulty\": \"low|medium|high\"\n    }\n  ],\n  \"article_outlines\": [\n    {\n      \"title\": \"SEO-optimized title\",\n      \"subtitle\": \"Engaging subtitle\",\n      \"target_word_count\": 1500-2000,\n      \"structure\": [\n        {\n          \"heading\": \"H2 heading\",\n          \"subheadings\": [\"H3\", \"H3\"],\n          \"key_points\": [],\n          \"research_notes\": \"Data supporting this section\"\n        }\n      ],\n      \"seo_keywords\": [],\n      \"internal_links\": [],\n      \"multimedia_suggestions\": [],\n      \"cta\": \"Suggested call-to-action\"\n    }\n  ],\n  \"recommendations\": {\n    \"publishing_schedule\": \"Best days/times\",\n    \"content_format\": \"Recommended format\",\n    \"promotion_strategy\": \"Where to share\",\n    \"follow_up_topics\": []\n  }\n}\n```\n\n## Best Practices\n\n1. **Be specific with topics** - \"AI for small business accounting\" beats \"AI\"\n2. **Choose relevant platforms** - Where your audience actually consumes content\n3. **Analyze intent carefully** - Match your content to what users want\n4. **Look for gaps** - The best content fills needs others miss\n5. **Use data to validate** - Don't assume, verify with trend data\n6. **Update regularly** - Trends change; research monthly for active topics\n\n## Limitations\n\n- Real-time data requires API access to platforms (not included in skill)\n- Some platforms limit data access (e.g., X API changes)\n- Search volume estimates are approximations\n- Trend data represents past performance, not future guarantees\n- Platform-specific metrics depend on data availability\n\n## Integration with Other Skills\n\nThis skill works great combined with:\n- **SEO optimization skills** - Use outlines for optimized content\n- **Social media scheduling skills** - Plan promotion around trends\n- **Email newsletter skills** - Create newsletters based on trending topics\n- **Competitive analysis skills** - Deeper competitor research\n- **Content calendar skills** - Schedule content based on trend timing\n\n## Technical Notes\n\n- Uses trend analysis algorithms to identify rising topics\n- Intent classification based on keyword patterns and SERP analysis\n- Outline generation follows proven content frameworks (AIDA, PAS, etc.)\n- Platform insights based on engagement metrics and algorithm signals\n- Content gap identification through comparative analysis\n\n## Privacy & Ethics\n\n- Does not access private user data\n- Uses publicly available trend data and metrics\n- Respects platform terms of service\n- No scraping of paywalled or private content\n- Trend analysis is statistical, not surveillance\n\n---\n\n**Version**: 1.0.0\n**Last Updated**: October 21, 2025\n**Compatibility**: Claude.ai, Claude Code, Claude API (with Code Execution Tool)","author":"@alirezarezvani","ownerProfile":null,"authorContacts":null,"sourceUrl":"https://github.com/alirezarezvani/claude-code-skill-factory/tree/dev/generated-skills/content-trend-researcher","license":"MIT","category":"writing","lang":"en","tokens":1756,"stars":0,"calls30d":2,"claimed":false,"visibility":"public","origin":"crawler","version":"0.1.0","createdAt":"2026-08-22","updatedAt":"2026-08-22","files":[{"path":"expected_output.json","size":15627,"sha256":"4b076a23b1f1c7059259feccac6095c1ae99ac33f625446d56de3730dc764014"},{"path":"HOW_TO_USE.md","size":9192,"sha256":"472ac6b018b24a6e370dc95a36ea247b34244661cee74e0e1cb021b1f3c62295"},{"path":"intent_analyzer.py","size":16159,"sha256":"50191e974a7e7f32d777bb553e52ae1b8a8bbaff9518efc57b2969db27b20098"},{"path":"outline_generator.py","size":30936,"sha256":"9ea54f22821f3a242024369821d483fd2056ddf21a909268181bf09a0295721d"},{"path":"platform_insights.py","size":30941,"sha256":"8dd24976f04b6a4f424d49854f5173998b67ec74ba2d56beb2b56fb40c44b810"},{"path":"sample_input.json","size":606,"sha256":"3ab7a5f47c3a6044c628de6ed8b84ae0df8732b7baadac8e826ddc931f80ca70"},{"path":"trend_analyzer.py","size":18291,"sha256":"bff89ee5126d669c03d565c506b674cb0175cdf25aa114ae27857f5301f71dfb"}],"requires":{"mcp":[],"tools":[]},"safety":{"flags":[],"scannedAt":"2026-08-22","hasScripts":true,"networkEndpoints":[]}}