Menu

Individual skill

skill-comment-insights

0upvotes

评论区量化分析：对一批评论做情感分析（正/中/负占比 + 代表评论）、高频词与短语提取、 以及需求/吐槽/提问的诉求挖掘，为内容复盘和选题反哺提供数据。当用户说"评论情感分析" "评论区分析""用户在说什么""评论正负面比例""评论高频词""评论关键词""口碑分析""评论词云" "用户诉求""评论区吐槽"时使用。基于 jieba（分词）+ SnowNLP（情感）+ 社媒情感词典。

skills/builtin/skill-comment-insights/SKILL.md

Read pinned source

Source commit 5c12e42e9019d276368130b52385b770749ffa6f

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Network or broad shell
Last checked
Nov 9, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
4,540
Repository last updated
Nov 2, 2026
License
Apache-2.0

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# 评论区量化分析（comment-insights）

> 对评论做量化洞察：情感分布、高频词/短语、需求与吐槽挖掘。走
> `scripts/comment_insights.py`（jieba + SnowNLP + 社媒情感词典）。

> 和 skill-community-ops 的分工：community-ops 是"怎么回评论 + 危机应对"（运营动作）；
> 本 SKILL 是"评论区在说什么"（量化数据）。评论抓取见 skill-xhs-analyzer。

## ⚠<U+FE0F> 依赖

`pip install jieba snownlp`（首次 jieba 会构建词典缓存）。

## 输入
Back to top