Setup & Installation
openclaw skills install @blackshady1130-jpg/ai-review
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
npx clawhub install ai-review
What This Skill Does
Reads articles, papers, and news from URLs or local files, classifies them by content type, and produces a structured Markdown review with commentary. It selects a different analytical style guide depending on whether the content is an opinion piece, a research paper, or industry news.
Applies a different style guide per content type rather than producing a generic summary for everything.
When to use it
- Reviewing AI research papers and adding structured commentary
- Summarizing weekly industry news into formatted notes
- Processing PDF whitepapers into table-style review entries
- Generating analytical summaries from YouTube video content
- Turning blog posts and essays into categorized review entries
Example Workflow
Here's how your AI assistant might use this skill in practice.
INPUT
User asks: Review this paper and summarize it: https://arxiv.org/abs/2406.01234
AGENT
- 1Navigates to the URL and reads the full content
- 2Classifies the content as 'Solid Paper'
- 3Reads the paper-specific style guide from the references folder
- 4Extracts title, source URL, publication date, and key takeaway
- 5Formats the output as a Markdown table row with generated commentary
OUTPUT
A Markdown table entry with type, date, title, source link, why it's worth watching, and analytical comments