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Install in OpenClaw
/install youtube-comment-miner
Description
从指定话题的YouTube视频评论中挖掘用户痛点、功能建议与需求，助力竞品分析和市场调研。
Usage Guidance
This skill is plausibly what it says: it scrapes YouTube (via yt-dlp) and analyzes saved comment JSON files. Before installing/running: 1) Inspect and run the scripts in an isolated environment (VM/container) because they perform web scraping and write files to disk. 2) Ensure you have the required system tools (yt-dlp, jq, Python 3.8+) and a JS runtime if yt-dlp needs it—these are referenced in SKILL.md but not declared in metadata. 3) Check requirements.txt and remove unused packages (python-dotenv) if you don't need .env support. 4) Note potential ToS/legal issues: automated scraping of YouTube may violate YouTube's Terms of Service—confirm this is acceptable for your use. 5) Because the package owner/source is unknown and there are small inconsistencies in filenames/examples, prefer running it in a disposable environment and review the scripts for any modifications before use.
Capability Analysis
Type: OpenClaw Skill
Name: youtube-comment-miner
Version: 1.0.0
The skill bundle is a legitimate tool designed to scrape and analyze YouTube comments for market research and user feedback. It uses the well-known 'yt-dlp' utility to fetch data and provides Python scripts (scripts/analyze.py) to categorize comments based on keywords like 'security', 'cost', and 'performance'. No evidence of data exfiltration, unauthorized execution, or malicious prompt injection was found; the code logic is transparent and aligns with the stated purpose of mining product pain points.
Capability Assessment
Purpose & Capability
The name/description (YouTube comment mining for product insights) aligns with the included scripts (fetch_comments.sh and analyze.py) and requirements (yt-dlp, youtube-search). However the registry metadata claims no required binaries/env but the runtime clearly depends on system tools (yt-dlp, jq, Python 3).
Instruction Scope
SKILL.md and the scripts instruct the agent/user to fetch YouTube pages and save comments to disk using yt-dlp and jq. That stays within the stated purpose, but the instructions reference additional system tools (jq, a JS runtime for yt-dlp) that are not declared in the metadata. There are also small inconsistencies in filenames/examples (SKILL.md references analyze_comments.py in examples while repository has scripts/analyze.py), and requirements include python-dotenv though neither scripts nor docs use environment variables—these sloppy mismatches could lead to confusion or unexpected behavior.
Install Mechanism
There is no automated install spec; this is instruction+script based. The Python dependencies are provided via requirements.txt (yt-dlp, youtube-search, python-dotenv) which is a standard approach. No downloads from unknown URLs or archive extraction are present in the skill files.
Credentials
The skill requests no environment variables or credentials and the scripts do not attempt to read secrets. The inclusion of python-dotenv in requirements.txt is unnecessary given no .env usage in code—benign but sloppy.
Persistence & Privilege
The skill is not marked always:true and does not request persistent or elevated privileges, nor does it attempt to modify other skills or system configuration. It writes comment JSON files to a local directory, which is expected behavior for this purpose.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install youtube-comment-miner - After installation, invoke the skill by name or use
/youtube-comment-miner - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
first version
Metadata
Frequently Asked Questions
What is youtube-comment-miner?
从指定话题的YouTube视频评论中挖掘用户痛点、功能建议与需求，助力竞品分析和市场调研。 It is an AI Agent Skill for Claude Code / OpenClaw, with 297 downloads so far.
How do I install youtube-comment-miner?
Run "/install youtube-comment-miner" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is youtube-comment-miner free?
Yes, youtube-comment-miner is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does youtube-comment-miner support?
youtube-comment-miner is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created youtube-comment-miner?
It is built and maintained by marc (@synthere); the current version is v1.0.0.
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