# Comment Analysis

> Analyze video comment sections to discover recommended content and gauge content quality.

- Skill: `whiteguo233/comment-analysis` (Agent Skill)
- Install (CLI): `npx skillmds add whiteguo233/comment-analysis`
- Raw SKILL.md: https://api.skillmd.com/api/skills/whiteguo233/comment-analysis/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: whiteguo233 (https://skillmd.com/u/whiteguo233)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/whiteguo233/comment-analysis

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# Comment Analysis Skill

Mine video comment sections for content recommendations and quality signals.

## When to Use

- As part of the content discovery cycle
- To evaluate the quality and reception of discovered content
- To find user-recommended content and UP主 from comments

## How It Works

1. Fetches comments from a video via API or agent-browser
2. Uses LLM to identify:
   - Other video/UP主 recommendations mentioned in comments
   - Overall content quality sentiment
   - Common viewer reactions and highlights
3. Returns structured analysis

## Parameters

- `bvid` (str): Video BV ID to analyze comments for
- `max_comments` (int, optional): Maximum comments to analyze (default: 100)

## Output

- Recommended content/UP主 found in comments
- Quality sentiment score
- Key highlights and reactions