otter1101/blogger-distiller

What it solves

It automates the process of analyzing successful social media influencers (on Xiaohongshu and Douyin) to extract their "viral formulas." Instead of manually scrolling through posts and guessing why they work, this tool distills a creator's mindset, operational strategies, and content patterns into actionable guides for AI and humans.

How it works

The tool uses a multi-phase pipeline: it collects public data via the TikHub API, performs statistical analysis on post performance, and then uses AI to extract high-level insights. It produces three main outputs:

1. AI Skill Folder: A structured .skill folder containing a SKILL.md file that can be loaded into AI agents (like Claude) to mimic the creator's specific style and logic.
2. HTML Distillation Report: A comprehensive visual report covering persona analysis, content formulas, and top-performing posts.
3. Transcripts: Optional video-to-text conversion using Whisper to analyze spoken content.

Who it’s for

Content creators, social media marketers, and account managers who want to reverse-engineer successful competitors or analyze their own account's "creative DNA" to build a repeatable content workflow.

Highlights

• Three-Layer Distillation: Extracts insights at the Cognitive (mindset), Strategic (operations), and Content (execution) levels.
• AI-Ready Output: Generates specific rules and formulas that AI agents can use to write posts in a target creator's style.
• Multi-Platform Support: Works for both Xiaohongshu and Douyin.
• Automated Pipeline: Handles everything from endpoint detection and data collection to final report generation.
• Advanced Analysis: Includes optional visual style analysis for covers and keyword trend insights.