技能 reddit-competitor-analysis-api-skill
🌐

reddit-competitor-analysis-api-skill

低风险 🌐 网络访问🔑 环境变量

Extract Reddit data for competitor analysis

Need to track brand mentions or analyze competitors on Reddit? This skill fetches structured post and comment data via BrowserAct API, saving you from manual scraping and CAPTCHA challenges.

支持: Claude Codex Code(CC)
📊 71 充足
1

下载技能 ZIP

2

在 Claude 中上传

前往 设置 → 功能 → 技能 → 上传技能

3

开启并开始使用

测试它

正在使用“reddit-competitor-analysis-api-skill”。 Search Reddit for 'Tesla competitor' posts from the past week

预期结果:

Found 5 relevant posts. Top result: 'Tesla vs Rivian - 6 month ownership comparison' (r/electricvehicles, 847 upvotes, 156 comments). Top comment by u/evfan2024: 'I've owned both...'

正在使用“reddit-competitor-analysis-api-skill”。 Extract feedback about our new product feature

预期结果:

Found 12 mentions across r/productfeedback and r/software. Average sentiment: positive (72%). Key themes: 'easy setup', 'great integration'. Complaints: 'needs mobile app'.

正在使用“reddit-competitor-analysis-api-skill”。 Build a dataset of fintech discussions

预期结果:

Collected 50 posts from r/finance and r/investing. Export includes post titles, timestamps, upvote counts, and nested comment trees with author info and reply chains.

安全审计

低风险
v1 • 4/28/2026

Static analysis flagged 94 potential security issues including network access, environment variable usage, and command references. After detailed semantic evaluation, all findings are classified as FALSE POSITIVE or LEGITIMATE PATTERNS. The skill executes a Python script that makes authenticated API calls to BrowserAct's Reddit data collection service. Network calls go exclusively to api.browseract.com. The API key is read from environment variables and used only for BrowserAct authentication - standard API usage pattern with no exfiltration risk. Command references in SKILL.md are documentation examples, not actual execution. No prompt injection detected.

2
已扫描文件
225
分析行数
6
发现项
1
审计总数

高风险问题 (1)

scripts/reddit_competitor_analysis_api.py:90
Generic API/secret key environment access
The script reads BROWSERACT_API_KEY from environment variables. This is standard API authentication pattern - the key is used only to authenticate requests to the BrowserAct API service. No exfiltration or unauthorized credential access detected.
低风险问题 (3)
scripts/reddit_competitor_analysis_api.py:33scripts/reddit_competitor_analysis_api.py:50scripts/reddit_competitor_analysis_api.py:73
Python HTTP library network calls
Script uses Python requests library to make HTTP calls to BrowserAct API. All network traffic goes to the legitimate api.browseract.com service for Reddit data extraction.
scripts/reddit_competitor_analysis_api.py:15scripts/reddit_competitor_analysis_api.py:99
Hardcoded API endpoint URLs
API_BASE_URL is hardcoded as https://api.browseract.com/v2/workflow. This is a static configuration pointing to the BrowserAct service - not a vulnerability.
scripts/reddit_competitor_analysis_api.py:42scripts/reddit_competitor_analysis_api.py:50
Task status polling for long-running operations
Script polls task status using task_id extracted from API response. Standard task management pattern for async operations.

风险因素

🌐 网络访问 (6)
scripts/reddit_competitor_analysis_api.py:15 scripts/reddit_competitor_analysis_api.py:33 scripts/reddit_competitor_analysis_api.py:50 scripts/reddit_competitor_analysis_api.py:73 scripts/reddit_competitor_analysis_api.py:99 SKILL.md:22
🔑 环境变量 (7)
scripts/reddit_competitor_analysis_api.py:90 scripts/reddit_competitor_analysis_api.py:17-18 scripts/reddit_competitor_analysis_api.py:96 scripts/reddit_competitor_analysis_api.py:101 scripts/reddit_competitor_analysis_api.py:110 SKILL.md:4 SKILL.md:20
审计者: claude

质量评分

45
架构
100
可维护性
87
内容
50
社区
74
安全
91
规范符合性

你能构建什么

Monitor competitor brand mentions

Track how competitors are discussed on Reddit. Extract posts and comments mentioning competitor names to understand market perception and identify engagement opportunities.

Research product feedback and reviews

Gather Reddit discussions about specific products or features. Extract structured comment data to identify common pain points, feature requests, and user sentiment trends.

Build Reddit dataset for analysis

Collect Reddit conversations on specific topics for training data, academic research, or trend analysis. Export structured JSON data for further processing.

试试这些提示

Quick brand search 
Use the Reddit competitor analysis skill to search for mentions of [BRAND_NAME] on Reddit from the past month.
Detailed competitor analysis 
Analyze Reddit discussions about [COMPETITOR] using the Reddit analysis skill. Search the past year, sort by Top, and extract the top 20 comments from each post.
Sentiment tracking across time 
Track sentiment about [TOPIC] on Reddit over the past 6 months. Extract posts sorted by Hot and capture comments sorted by Best.
Multi-keyword competitive intelligence 
Compare how [BRAND_A] and [BRAND_B] are discussed on Reddit. Use the Reddit analysis skill to extract posts from the past week for each keyword.

最佳实践

  • Start with broad keyword searches then narrow down based on initial results
  • Use 'Past week' or 'Today' for time-sensitive monitoring to minimize API credits
  • Always verify BrowserAct API key has sufficient credits before running large extractions

避免

  • Do not use overly specific long-tail keywords that return zero results
  • Avoid extracting thousands of comments in a single run without pagination strategy
  • Do not skip error handling - check for 'Invalid authorization' messages and guide users to refresh API keys

常见问题

What is BrowserAct and why is it needed?
BrowserAct is a browser automation service that handles Reddit scraping including CAPTCHA solving and IP management. This skill uses their API to extract clean data without building custom scrapers.
How do I get a BrowserAct API key?
Sign up at browseract.com, go to the integrations page, and copy your API key. Set it as the BROWSERACT_API_KEY environment variable or provide it directly when prompted.
Why is the extraction taking so long?
Reddit data extraction involves automated browser operations. Tasks typically take 5-20 minutes depending on the number of posts and comments requested. The script outputs status logs to confirm progress.
Can I extract private subreddit data?
No. This skill can only access public Reddit content. Private subreddits and restricted communities require direct access permissions.
What happens if my API key is invalid?
The script will detect 'Invalid authorization' in the output and report the error. Do not retry with an invalid key - provide a fresh API key instead.
How much data can I extract per request?
You can configure up to 1000 comments per post via the data_limit parameter. However, larger extractions consume more API credits and take longer to complete.

开发者详情

许可证

MIT

仓库

https://github.com/browser-act/skills/tree/main/solutions/social-listening/reddit-competitor-analysis-api-skill

引用

main

文件结构

📁 scripts/

📄 reddit_competitor_analysis_api.py

📄 SKILL.md