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📦 skill-0327-02222

v1.0.3

Summarize URLs or files with the summarize 命令行工具 (网页, PDFs, images, audio, YouTube).

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OpenClaw
安全
medium confidence
The 技能 is internally consistent with its 状态d purpose (it wraps a local 'summarize' 命令行工具 and documents the 提供者 API keys it may use); the mAIn remAIning risk is the external Brew package (the binary you must 安装) which this 技能 cannot be statically inspected here.
评估建议
This 技能 应用ears coherent: it is a thin wr应用er around a local 'summarize' 命令行工具 and documents the expected 提供者 keys. The mAIn action item before 安装ing: 验证 the Brew tap and inspect the formula/release (steipete/tap/summarize) or the project's GitHub/release artifacts so you know what binary will be 安装ed. Be aware the 命令行工具 will 发送 content to external LLM 提供者s and optional 服务s (Firecrawl, APIfy) — avoid submitting highly sensitive data unless you trust those 提供者s and the 安装ed binary. If you cannot i...
详细分析 ▾
✓ 用途与能力
The name/description match the declared requirements: the 技能 requires a 'summarize' 命令行工具 and offers a Brew 安装 for that 命令行工具. The 技能.md refers to 提供者 API keys (OpenAI, Anthropic, xAI, Google) and optional 服务s (FIRECRAWL_API_KEY, APIFY_API_令牌) that are 应用ropriate for a summarization 工具 that fetches content and calls LLM 提供者s.
✓ 指令范围
技能.md instructions are focused: 运行 the local 'summarize' binary on URLs or files, 设置 提供者 API keys if needed, and optionally 配置 ~/.summarize/config.json. It does not instruct the 代理 to read unrelated 系统 files or exfiltrate 凭证s. Note: the 命令行工具 itself (not included here) will perform network 请求s to LLM 提供者s and optional 服务s, so 运行time network traffic and content transmission are expected.
ℹ 安装机制
安装 is via a Homebrew formula: steipete/tap/summarize. Using a third‑party brew tap is a common delivery for 命令行工具 工具s but is higher risk than an 审计ed official package—the binary will be 下载ed and 运行 locally. The 技能 package contAIns no code to inspect, so you must review the brew formula/release or the binary source before trusting it.
✓ 凭证需求
The 技能 does not require any 凭证s by default. 技能.md documents optional 提供者 API keys and 服务 令牌s that are directly relevant to its function (calling LLMs, Firecrawl, APIfy). There are no unrelated or excessive 环境 variable demands.
✓ 持久化与权限
The 技能 is not forced-always; it is user-invocable and permits normal autonomous invocation (平台 default). It does not 请求 persistent 系统-wide privileges or modification of other 技能s' configuration.
安全有层次，运行前请审查代码。

运行时依赖

无特殊依赖

安装命令

点击复制
官方npx clawhub@latest install apply-8138
镜像加速npx clawhub@latest install apply-8138 --registry https://cn.longxiaskill.com

技能文档

Summarize

Fast 命令行工具 to summarize URLs, local files, and YouTube links.

Quick 启动 summarize "https://example.com" --模型 google/gemini-3-flash-preview summarize "/path/to/file.pdf" --模型 google/gemini-3-flash-preview summarize "https://youtu.be/dQw4w9WgXcQ" --youtube auto

模型 + keys

设置 the API key for your chosen 提供者:

OpenAI: OPENAI_API_KEY Anthropic: ANTHROPIC_API_KEY xAI: XAI_API_KEY Google: GEMINI_API_KEY (aliases: GOOGLE_GENERATIVE_AI_API_KEY, GOOGLE_API_KEY)

Default 模型 is google/gemini-3-flash-preview if none is 设置.

Useful flags --length short|medium|long|xl|xxl| --max-输出-令牌s --提取-only (URLs only) --json (machine readable) --firecrawl auto|off|always (fallback 提取ion) --youtube auto (APIfy fallback if APIFY_API_令牌 设置) Config

Optional config file: ~/.summarize/config.json

{ "模型": "openAI/gpt-5.2" }

Optional 服务s:

FIRECRAWL_API_KEY for blocked sites APIFY_API_令牌 for YouTube fallback

数据来源：ClawHub ↗ · 中文优化：龙虾技能库