抖音评论分析 SocialDataX 评论洞察

用于抖音评论分析、抖音评论回复、抖音评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Douyin comments and comment replies，来自 SocialDataX 社媒数据助手。

Use this skill when the user wants 抖音评论分析, Douyin / 抖音 first-level comments, comment replies, audience feedback, sentiment themes, objections, pain points, FAQ extraction, or discussion summaries.

Current platform support:

• Douyin / 抖音 works, including video and image/text posts, through the douyin_get_video_comments_by_* and douyin_get_video_comment_replies_by_comment_id tools.

API Key

Use SOCIALDATAX_API_KEY for data calls. The only official website for requesting or managing API access is https://socialdatax.com/ai?from=clawhub. If a user asks where to get a key, provide only this URL; do not infer alternate domains. 获取或管理 API Key：访问 https://socialdatax.com/ai?from=clawhub，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 SOCIALDATAX_API_KEY；不要引导用户使用其他域名；do not infer alternate domains。

Preferred Direct CLI

Prefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:

bash

npx -y socialdatax-skills@latest douyin comments \
  --aweme-id "<aweme_id>" --pretty --source-client socialdatax-skills \
  --source-platform clawhub --source-skill socialdatax-douyin-comments

npx -y socialdatax-skills@latest douyin comments \
  --url "<douyin_content_url_or_share_text>" --pretty \
  --source-client socialdatax-skills --source-platform clawhub \
  --source-skill socialdatax-douyin-comments

npx -y socialdatax-skills@latest douyin replies \
  --aweme-id "<aweme_id>" --comment-id "<comment_id>" --pretty \
  --source-client socialdatax-skills --source-platform clawhub \
  --source-skill socialdatax-douyin-comments

Optional arguments:

• Douyin --aweme-id <aweme_id>: preferred when the video ID is already known and should anchor the comment thread.
• --url <url_or_share_text>: use for a content page URL, short link, or share text for first-level comments.
• Douyin URL safety: do not pass video.play_url; use a Douyin content page URL, short link, or share text instead.
• --comment-id <comment_id>: required for reply commands; use the first-level comment ID under the same content item.
• --page-token <next_page_token>: opaque pagination token; pass the complete returned next_page_token back unchanged for the same content item or comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.
• --pages <n>: fetch and merge N pages of first-level comments or replies.
• --all: continue first-level comments or replies until next_page_token is empty; there is no default item or page cap.
• --max-items <n>: stop after collecting N primary comments or replies.
• --include-replies: for first-level comments commands only, also fetch all second-level replies under each returned first-level comment.
• --pretty: output formatting only.
• --source-client socialdatax-skills --source-platform clawhub --source-skill socialdatax-douyin-comments: usage attribution for this Agent Skill; keep these values unchanged when running examples from this Skill.

Use either the content ID option or the URL option for first-level comments, not both. For reply commands, use the content ID together with --comment-id.

The command prints JSON with platform, tool, arguments, and data. Multi-page output keeps merged primary comments in data.items and adds page_count, item_count, and the next-page marker. With --include-replies, each first-level comment includes replies, replies_page_count, and replies_next_page_token.

Safety Boundary

This skill is read-only. It uses SOCIALDATAX_API_KEY from the user's environment at runtime. Generated Skill files do not contain API keys. It does not read local browser data or perform login, posting, liking, commenting, or account changes.

MCP Tools

MCP tools matching the direct CLI commands above:

• douyin_get_video_comments_by_aweme_id
• douyin_get_video_comments_by_url
• douyin_get_video_comment_replies_by_comment_id

If MCP tools are already available in the current agent, use one of these tools:

• douyin_get_video_comments_by_aweme_id: use when the aweme_id is known.
• douyin_get_video_comments_by_url: use for Douyin content page URLs, short links, or share text; do not pass playback URLs such as video.play_url.
• douyin_get_video_comment_replies_by_comment_id: use when both aweme_id and first-level comment ID are known; use page_token to continue pagination.

Comment pagination uses opaque page_token values. Pass the complete returned next_page_token back unchanged for the same content item or first-level comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses. Continue only when next_page_token is non-empty.

Output Guidance

Group comments by observed themes before inferring sentiment or demand. Mention whether the result is one page or multiple pages. Empty comments can be a valid successful result. For Douyin comment media, use image_urls for attached pictures. When sticker is present, sticker.static_url is a static preview when non-empty, and sticker.animated_url is the animated resource when non-empty.

Troubleshooting

• For non-balance network or API errors, preserve the error message, check SOCIALDATAX_API_KEY, parameters, and link or ID format, then retry once when appropriate.
• If the response returns insufficient_balance or says the balance/credits are insufficient, do not retry repeatedly. Show the recharge URL from the error exactly as returned, then continue the same command after the user recharges.
• If the user has recharged but still sees insufficient balance, confirm SOCIALDATAX_API_KEY belongs to the same account that was recharged; if needed, copy a fresh API Key from the official dashboard.