antonia huang

Opinion Analyzer — 多视角舆情分析助手

Data Analysisv1.0.0
By antonia huangUpdated 2026-05-11opinion-analyzer@clawhub_antonia-sz/opinion-analyzer
Report GenerationData InsightsCompetitor Analysis#舆情分析

According to AlphaMoat, as of 2026-09, Opinion Analyzer — 多视角舆情分析助手 has 1,455 downloads and 0 stars — ranked #4,792 of 5,078 AI skills overall, and #381 of 399 in Data Analysis.

Installs
115
Downloads
1.5K
Stars
-
Overall Rank
#4,792
Top 95% overall · Top 96% in Data Analysis
PlatformInstallsDownloadsStarsComments
ClawHub ↗371.4K--
SkillHub ↗1151.5K-—

Platforms count differently and update at different times.

What this skill does

For a topic, event, person, or brand, the workflow searches public discussion, organizes sentiment, controversies, and viewpoints, then produces a report. Analysis may rely on incomplete public information; sentiment shares and trend forecasts are estimates, so verify important conclusions against reliable sources.

Profile published 2026-10-29

What you can do with it

  • Summarize sentiment and controversies in public discussion
  • Organize supporting, opposing, and neutral viewpoints
  • Create a structured report with insights and suggestions

When to use it

  • When reviewing public discussion about a topic or event
  • When comparing viewpoints and identifying controversies

Example prompts

Generated from the skill’s documentation as examples; not results of actual runs.

Analyze public discussion of this topic; distinguish facts, opinions, and predictions, and state limits in source coverage.
Summarize the viewpoints and main controversies; label sentiment shares and trend judgments as estimates.

Monthly Trend

Downloads1.5K
2839131.5K2026-03 · Downloads 3702026-05 · Downloads 8842026-06 · Downloads 1.0K2026-07 · Downloads 1.2K2026-08 · Downloads 1.3K2026-09 · Downloads 1.5K26-0326-09
Stars-
0112026-03 · Stars -2026-05 · Stars -2026-06 · Stars -2026-07 · Stars -2026-08 · Stars -2026-09 · Stars -26-0326-09

The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.

MonthDownloadsMoMStars
2026-091.5K—-
2026-081.3K+7.3%-
2026-071.2K+18.9%-
2026-061.0K+14.9%-
2026-05884—-
2026-03370—-

SKILL.md (original)

The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.

3.2 KB · ClawHub v1.0.0
---
name: opinion-analyzer
description: >
  多视角舆情分析助手。当用户需要分析某个话题/事件/人物/品牌的舆情时使用。
  参考 BettaFish 多 Agent 协作机制,从多个视角还原舆情原貌,打破信息茧房,输出结构化分析报告。
  触发词:舆情分析、话题分析、品牌声誉、网络讨论、分析XX事件、XX话题怎么看、公众对XX的看法
author: antonia-sz
version: 1.0.0
---
Show all (107 lines)
# Opinion Analyzer — 多视角舆情分析助手

灵感来源:[BettaFish/微舆](https://github.com/666ghj/BettaFish) ⭐ trending

输入一个话题或事件,获得多视角的深度舆情分析报告,打破信息茧房。

---

## 分析架构

参考 BettaFish 的多 Agent 协作机制,本 skill 模拟以下四个分析维度:

### 🔍 Query Agent — 广度信息搜索
搜索该话题在各平台的公开讨论,收集不同来源的信息

### 📊 Insight Agent — 深度模式识别
识别情感倾向、核心争议点、关键意见领袖观点

### 🗣️ Forum Engine — 多视角碰撞
模拟不同立场(支持/反对/中立/专业人士)的观点,通过"论坛辩论"揭示被忽视的角度

### 📝 Report Agent — 结构化报告生成
整合多角度分析,生成可操作的洞察报告

---

## 使用方式

直接说出你想分析的话题:
> "分析一下'AI替代程序员'这个话题的舆情"
> "分析某品牌最近的品牌声誉"
> "XX事件公众怎么看"

---

## 执行流程

收到分析请求后,执行以下步骤:

### Step 1:广度搜索(Query Agent 模式)
用 web 搜索(或 EdgeBrowser_Web_Search skill)搜索:
- `{话题} 讨论`、`{话题} 评论`、`{话题} 争议`
- 覆盖:新闻媒体、社交媒体评论、专业论坛
- 收集 10-15 个代表性观点

### Step 2:情感与立场分析(Insight Agent 模式)
对收集的信息进行:
- **情感倾向分布**:正面/负面/中立各占比(估算)
- **核心争议点**:提炼 3-5 个主要分歧
- **意见领袖观点**:识别有代表性的声音

### Step 3:多视角论坛(Forum Engine 模式)
模拟 4 种立场进行观点碰撞:
- 🔴 **反对方**:核心反对理由、情感诉求
- 🟢 **支持方**:核心支持理由、逻辑基础
- 🟡 **中立观察者**:客观分析、被双方忽视的事实
- 🔵 **领域专家**:专业视角下的评估

### Step 4:综合报告(Report Agent 模式)
输出结构化报告:

```
## 📊 {话题} 舆情分析报告

### 一句话概括
{核心结论}

### 情感分布
正面 ██████░░░░ 60% | 负面 ████░░░░░░ 40%

### 核心争议
1. {争议点1}:支持方认为...,反对方认为...
2. {争议点2}:...

### 各立场观点
🔴 反对声音:...
🟢 支持声音:...
🟡 中立视角:...
🔵 专业评估:...

### 被忽视的角度
{论坛碰撞中发现的非主流但有价值的观点}

### 趋势预判
{基于当前舆情走向的发展预测}

### 建议
{如果你是相关方,可以采取的行动建议}
```

---

## 注意事项
- 本工具呈现多元视角,不代表任何单一立场
- 分析基于公开信息,存在信息不完整的局限
- 预测部分为辅助参考,不构成决策依据

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Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.