Comments analysis
Pull and analyze the comments on a post/video — sentiment breakdown, recurring themes/keywords, top comments, and notable questions or complaints. Use when the user says "analyze the comments", "what are people saying on this post", "comment sentiment", or pastes a post URL and wants the discussion summarized.From its SKILL.md
npx -y skills add TikHub/tikhub-plugin --skill comments-analysisAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 5 stars5 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
SKILL.md
1.8 KB, as published. Nobody here has run it
Comments Analysis
Mine a single post's comment section for sentiment and themes.
Setup gate
[ -z "${TIKHUB_API_KEY:-}" ] && echo "Set TIKHUB_API_KEY first (see tikhub-onboarding)."
Workflow
- Identify the post (platform + id/URL).
- Fetch comments, paginating to a target count (cap it):
- TikTok:
app/v3/fetch_video_comments(aweme_id,cursor). Douyin:app/v3/fetch_video_comments(aweme_id,cursor). - Instagram:
v2/fetch_post_comments(+fetch_comment_replies). - YouTube:
web_v2/get_video_comments(+get_video_comment_replies). - Twitter:
web/fetch_post_comments. Xiaohongshu:app_v2/get_note_comments.
- TikTok:
- Optional fast keywords: TikTok
analytics/fetch_comment_keywords(item_id) gives a comment keyword summary directly. - Analyze: sentiment breakdown, top themes with example quotes, most-liked comments, and any recurring questions/complaints.
- Deliver a summary with cited example comments.
Cost awareness
Each comment page (and reply page) is a billed call. Cap pages; warn for viral posts with huge
threads. Estimate via calculate_price.
Verification gate
- Comments fetched and tied to the right post.
- Themes/sentiment backed by quoted comments.
- Report the sample size (comments analyzed vs. total).
Red flags
- Summarizing 50 comments on a 50k-comment post as representative — disclose the sample.
- Unbounded reply pagination.