ai-review-assistant
Reads content from URLs or files, classifies it, and generates structured summaries and comments in a specific, analytical style. Use when you need to process articles, papers, or news and create a formatted review with personal commentary.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/blackshady1130-jpg/ai-reviewWhat This Skill Does
The AI Review Assistant is a sophisticated analytical agent designed to transform raw content into structured, high-value insights. Whether you are consuming complex research papers, long-form editorial content, or rapid industry news updates, this skill acts as your personal research analyst. By leveraging context-specific style guides, it standardizes the output process, ensuring every review is professional, critical, and formatted for immediate use. The skill automatically classifies your input into 'Opinion/Article', 'Solid Paper', or 'Industry News/Commentary', applying distinct analytical frameworks to extract the most pertinent information.
Installation
To integrate this skill into your OpenClaw environment, execute the following command in your terminal:
clawhub install openclaw/skills/skills/blackshady1130-jpg/ai-review
Once installed, ensure your file system paths allow access to the reference directories specified in the skill logic for optimal styling results.
Use Cases
- Research Synthesis: Quickly process academic papers to extract methodology, findings, and implications without reading full texts.
- Trend Tracking: Monitor industry news feeds and generate summarized reports that highlight market shifts.
- Content Curation: Aggregate thought-leadership articles and build a personal knowledge base of annotated, high-quality reviews.
- Strategic Analysis: Evaluate long-form essays and blog posts to determine the validity of arguments and underlying logical frameworks.
Example Prompts
- "Analyze this URL: [link] and generate a 'Solid Paper' review style output."
- "Please review the PDF file located at /data/market_report_2023.pdf, classify it as industry news, and summarize the key takeaways."
- "Read this blog post [link] and provide a critical review following the article style guide."
Tips & Limitations
- Pre-requisite Files: Ensure the style guide files exist in the designated
/home/ubuntu/skills/ai-review-assistant/references/folder; the skill will fail to provide tailored commentary if these are missing. - Content Quality: The quality of the analysis is dependent on the input text; ensure PDFs are OCR-readable or that web content is not behind heavy paywalls.
- Iteration: If the classification is incorrect, you can manually force a category by mentioning it in your prompt.
- Privacy: Always review content stored locally, as the skill reads file paths directly.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-blackshady1130-jpg-ai-review": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: file-read, network-access