Summarize
by community
Use this page as a decision snapshot for Summarize: trust signal, install momentum, real user feedback, and high-intent related pages you can compare next.
Description
Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
Install Summarize
Run this in your OpenClaw agent to add Summarize from the ClawHub registry.
openclaw skills install summarizeRequires ClawHub registry access. Review the security analysis below before installing.
Editorial Summary
AI-generated内容摘要生成 skill，支持对网页、文档和文本进行智能摘要。信息处理效率倍增的实用工具。
Data Sources
AI Sentiment Analysis
24 mentions analyzedPositive
4
Neutral
7
Negative
13
Source distribution
Top positive mentions
Internationalization (i18n) & Localization Support Please do not link other implementations, we cannot verify them and this project carries too much of a security risk for that.
Source: github
Internationalization (i18n) & Localization Support Chinese (Simplified) - zh-CN
Source: github
Internationalization (i18n) & Localization Support Adding Vietnamese (vi) to the tracking list per PR #3554.
Source: github
Top negative mentions
[Bug]: time openclaw browser --help command triggers full application boot leading to 30s+ execution time. ### Bug type\n\nRegression (worked before, now fails)\n\n### Beta release blocker\n\nNo\n\n### Summary\n\ntime o…
Source: github
Expose dreaming promotion thresholds (minScore, minRecallCount, minUniqueQueries) as user config ## Problem\n\nThe dreaming deep-phase promotion thresholds (`minScore`, `minRecallCount`, `minUniqueQueries`) are hardcode…
Source: github
codex-cli systemPromptReport.tools.entries stays empty even when MCP tools are injected ## Summary On official OpenClaw `2026.4.11`, `codex-cli` agent runs can execute MCP tools successfully while `systemPromptReport.to…
Source: github
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
Community Reviews
Real user ratings only — separate from the editorial assessment and ClawHub signal.
Editorial Assessment
This score is a SkillsReview editorial evaluation based on structured data sources. It is not the same as the community review average or the raw ClawHub score.
Separate from community review averages and the raw ClawHub marketplace score.
内容摘要生成 skill，支持对网页、文档和文本进行智能摘要。信息处理效率倍增的实用工具。
Pros
- •Generates intelligent summaries for text and web
- •Improves information processing efficiency
- •Versatile across various document types
Cons
- •May oversimplify complex content
- •Variable summary quality depending on input
Data Sources
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Related skills
Frequently asked questions
Is Summarize safe to install?
Summarize has a SkillsReview security score of 85/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does Summarize cost?
Summarize is free to install for OpenClaw via ClawHub.
What are the best alternatives to Summarize?
You can compare Summarize side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install Summarize?
Install Summarize from ClawHub at clawhub.ai/skills/summarize, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
Historical movement
Timeline plus trend snapshots for security, reviews, and reputation tilt.
Trend Charts
30 / 90 / 180 day snapshots for ranking movement and security-score movement.
Last updated unknown UTC
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