{
  "id": "uc_c73b0ea295d1",
  "slug": "youtube-outlier-research",
  "asset_type": "use_case",
  "name": "YouTube & X Outlier Topic Velocity & Hook Structure Analyzer",
  "tagline": "Identifies videos and threads outperforming a creator's baseline views by 5x+, extracts the opening 30-second transcript hook, and maps topic gaps.",
  "description_md": "### 1. The Workflow Bottleneck & Problem Statement\nCreators waste weeks producing videos on saturated topics instead of spotting high-velocity outlier formats early.\n\n### 2. Synthesized Agent Architecture & Connected Stack\n**YouTube & X Outlier Topic Velocity & Hook Structure Analyzer** (`youtube-outlier-research`) is a verified production blueprint curated from **@petergyang**'s real-world implementation.\n\n- **Primary Capability:** Identifies videos and threads outperforming a creator's baseline views by 5x+, extracts the opening 30-second transcript hook, and maps topic gaps.\n- **Connected Tool Stack:** TranscriptAPI MCP, SuperX MCP, Notion\n- **Execution Governance:** `Read-Only Discovery` → `Deterministic Policy Check` → `Ask-First Human Approval`\n- **Certified Builder Source:** [@petergyang](https://x.com/petergyang/status/2045385284081266816)\n\n### 3. Step-by-Step Implementation Blueprint\n1. **Trigger & Data Ingestion:** Configure your agent routine to watch **TranscriptAPI MCP** on a scheduled cadence or event webhook. Treat all external text as untrusted data inside XML fences.\n2. **Cross-System Enrichment & Verification:** Query **SuperX MCP** to validate live capacity, account status, or code state before generating recommendations.\n3. **Human-in-the-Loop Action Staging:** Post a structured summary card to **Notion** with 1-click approve/edit controls so your team retains full oversight.\n\n### 4. Copy-Paste System Prompt & Routine Configuration\n```text\nImplement the 'YouTube & X Outlier Topic Velocity & Hook Structure Analyzer' workflow curated with @petergyang.\n\n1. OBJECTIVE:\nIdentifies videos and threads outperforming a creator's baseline views by 5x+, extracts the opening 30-second transcript hook, and maps topic gaps.\n\n2. CONNECTED TOOL STACK:\nTranscriptAPI MCP, SuperX MCP, Notion\n\n3. STEP-BY-STEP EXECUTION LOOP:\n- Step A (Ingest & Ground): Query live inputs from TranscriptAPI MCP and cross-reference state in SuperX MCP.\n- Step B (Analyze & Validate): Apply strict filtering rules, verify schema/policy constraints, and flag any anomalies or missing fields.\n- Step C (Stage & Report): Prepare the structured output, draft replies/tickets in Notion, and request human confirmation before executing any external send or production write.\n```\n\n### 5. Measured ROI & Production Impact\n- **Verified Outcome:** Surfaces 10 data-backed outlier content angles every Monday morning with full transcript breakdowns.\n- **Builder Portfolio:** [Explore all capabilities by @petergyang →](/u/petergyang)\n",
  "primary_category": "marketing-seo",
  "categories_json": "[\"marketing-seo\", \"use-cases\"]",
  "tags_json": "[\"youtube-outlier-research\", \"use-case\", \"marketing-seo\", \"petergyang\", \"transcriptapi-mcp\", \"superx-mcp\"]",
  "compatible_agents_json": "[\"grok-bot\", \"claude-code\", \"cursor\"]",
  "integrations_json": "[\"TranscriptAPI MCP\", \"SuperX MCP\", \"Notion\"]",
  "includes_json": "[]",
  "safety_level": "Read-Only / Ask-First",
  "safety_summary": "Verified capability blueprint by @petergyang.",
  "share_url": "",
  "deep_link_uri": "",
  "mcp_endpoint": "",
  "mcp_transport": "http",
  "install_command": "npx lightstate inspect youtube-outlier-research",
  "skill_markdown": "",
  "starter_prompt": "Implement the 'YouTube & X Outlier Topic Velocity & Hook Structure Analyzer' workflow curated with @petergyang.\n\n1. OBJECTIVE:\nIdentifies videos and threads outperforming a creator's baseline views by 5x+, extracts the opening 30-second transcript hook, and maps topic gaps.\n\n2. CONNECTED TOOL STACK:\nTranscriptAPI MCP, SuperX MCP, Notion\n\n3. STEP-BY-STEP EXECUTION LOOP:\n- Step A (Ingest & Ground): Query live inputs from TranscriptAPI MCP and cross-reference state in SuperX MCP.\n- Step B (Analyze & Validate): Apply strict filtering rules, verify schema/policy constraints, and flag any anomalies or missing fields.\n- Step C (Stage & Report): Prepare the structured output, draft replies/tickets in Notion, and request human confirmation before executing any external send or production write.",
  "project_url": "https://x.com/petergyang/status/2045385284081266816",
  "repo_url": "",
  "creator_handle": "petergyang",
  "creator_name": "Peter Yang (@petergyang)",
  "creator_avatar_url": null,
  "creator_url": "https://x.com/petergyang",
  "creator_platform": "x",
  "creator_cal_url": null,
  "claimed_by_user_id": null,
  "scouted_by_handle": null,
  "source_url": "https://x.com/petergyang/status/2045385284081266816",
  "source_tweet_id": null,
  "source_origin": "certified_builder",
  "source_posted_at": null,
  "x_likes": 444,
  "x_bookmarks": 959,
  "x_retweets": 239,
  "x_views": 6216,
  "human_upvotes": 444,
  "human_installs": 444,
  "bot_pulls": 959,
  "pulse_score": 96,
  "gravity_rank_score": 3499.5,
  "is_featured": 1,
  "is_verified": 1,
  "is_sponsored": 0,
  "sponsor_tier": "free",
  "sponsor_label": "",
  "sponsor_cta_url": "",
  "sponsor_expires_at": null,
  "commercial_intent_score": 0,
  "status": "active",
  "created_at": "2026-10-24T20:00:00Z",
  "updated_at": "2026-10-24T20:00:00Z",
  "verified_at": null,
  "primitive": "use_case",
  "title": "YouTube & X Outlier Topic Velocity & Hook Structure Analyzer",
  "description": "Identifies videos and threads outperforming a creator's baseline views by 5x+, extracts the opening 30-second transcript hook, and maps topic gaps.",
  "category": "marketing-seo",
  "tags": "[\"youtube-outlier-research\", \"use-case\", \"marketing-seo\", \"petergyang\", \"transcriptapi-mcp\", \"superx-mcp\"]",
  "agent_compatibility": "[\"grok-bot\", \"claude-code\", \"cursor\"]",
  "author_handle": "petergyang",
  "author_name": "Peter Yang (@petergyang)",
  "author_avatar": null,
  "source_tweet_url": "https://x.com/petergyang/status/2045385284081266816",
  "github_url": "",
  "external_url": "https://x.com/petergyang/status/2045385284081266816",
  "upvotes_count": 444,
  "installs_count": 444
}